From e3c559750e8e07471ac9b7e97d1f3395e6e5311e Mon Sep 17 00:00:00 2001 From: trivediana Date: Mon, 21 Feb 2022 17:49:06 -0500 Subject: [PATCH 01/49] Added vz stretch navigation after tagging out of dev noetic --- vz_stretch_navigation/CMakeLists.txt | 207 +++++++ .../config/base_local_planner_params.yaml | 14 + .../config/common_costmap_params.yaml | 8 + .../config/common_costmap_params_gazebo.yaml | 8 + .../config/global_costmap_params_nomap.yaml | 5 + .../config/global_costmap_params_withmap.yaml | 5 + .../config/local_costmap_params.yaml | 10 + .../config/teb_local_planner_params.yaml | 14 + vz_stretch_navigation/launch/mapping.launch | 24 + .../launch/mapping_gazebo.launch | 30 + .../launch/mapping_rviz.launch | 4 + .../launch/navigation.launch | 30 + .../launch/navigation/map_server.launch | 8 + .../launch/navigation/move_base.launch | 30 + .../launch/navigation/octomap_server.launch | 33 ++ .../launch/navigation_3d.launch | 46 ++ .../launch/navigation_gazebo.launch | 47 ++ .../launch/navigation_rviz.launch | 4 + vz_stretch_navigation/package.xml | 74 +++ vz_stretch_navigation/rviz/mapping.rviz | 445 ++++++++++++++ vz_stretch_navigation/rviz/navigation.rviz | 544 ++++++++++++++++++ vz_stretch_navigation/rviz/octomap.rviz | 405 +++++++++++++ .../rviz/octomap_mapper.rviz | 447 ++++++++++++++ vz_stretch_navigation/rviz/rtab_mapping.rviz | 396 +++++++++++++ .../rviz/rtab_navigation.rviz | 374 ++++++++++++ .../scripts/simple_navigation_goal_client.py | 67 +++ 26 files changed, 3279 insertions(+) create mode 100644 vz_stretch_navigation/CMakeLists.txt create mode 100644 vz_stretch_navigation/config/base_local_planner_params.yaml create mode 100644 vz_stretch_navigation/config/common_costmap_params.yaml create mode 100644 vz_stretch_navigation/config/common_costmap_params_gazebo.yaml create mode 100644 vz_stretch_navigation/config/global_costmap_params_nomap.yaml create mode 100644 vz_stretch_navigation/config/global_costmap_params_withmap.yaml create mode 100644 vz_stretch_navigation/config/local_costmap_params.yaml create mode 100644 vz_stretch_navigation/config/teb_local_planner_params.yaml create mode 100644 vz_stretch_navigation/launch/mapping.launch create mode 100644 vz_stretch_navigation/launch/mapping_gazebo.launch create mode 100644 vz_stretch_navigation/launch/mapping_rviz.launch create mode 100644 vz_stretch_navigation/launch/navigation.launch create mode 100644 vz_stretch_navigation/launch/navigation/map_server.launch create mode 100644 vz_stretch_navigation/launch/navigation/move_base.launch create mode 100644 vz_stretch_navigation/launch/navigation/octomap_server.launch create mode 100644 vz_stretch_navigation/launch/navigation_3d.launch create mode 100644 vz_stretch_navigation/launch/navigation_gazebo.launch create mode 100644 vz_stretch_navigation/launch/navigation_rviz.launch create mode 100644 vz_stretch_navigation/package.xml create mode 100644 vz_stretch_navigation/rviz/mapping.rviz create mode 100644 vz_stretch_navigation/rviz/navigation.rviz create mode 100644 vz_stretch_navigation/rviz/octomap.rviz create mode 100644 vz_stretch_navigation/rviz/octomap_mapper.rviz create mode 100644 vz_stretch_navigation/rviz/rtab_mapping.rviz create mode 100644 vz_stretch_navigation/rviz/rtab_navigation.rviz create mode 100755 vz_stretch_navigation/scripts/simple_navigation_goal_client.py diff --git a/vz_stretch_navigation/CMakeLists.txt b/vz_stretch_navigation/CMakeLists.txt new file mode 100644 index 0000000..435ffeb --- /dev/null +++ b/vz_stretch_navigation/CMakeLists.txt @@ -0,0 +1,207 @@ +cmake_minimum_required(VERSION 3.0.2) +project(vz_stretch_navigation) + +## Compile as C++11, supported in ROS Kinetic and newer +# add_compile_options(-std=c++11) + +## Find catkin macros and libraries +## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz) +## is used, also find other catkin packages +find_package(catkin REQUIRED COMPONENTS + roscpp + rospy + std_msgs + move_base +) + +## System dependencies are found with CMake's conventions +# find_package(Boost REQUIRED COMPONENTS system) + + +## Uncomment this if the package has a setup.py. This macro ensures +## modules and global scripts declared therein get installed +## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html +# catkin_python_setup() + +################################################ +## Declare ROS messages, services and actions ## +################################################ + +## To declare and build messages, services or actions from within this +## package, follow these steps: +## * Let MSG_DEP_SET be the set of packages whose message types you use in +## your messages/services/actions (e.g. std_msgs, actionlib_msgs, ...). +## * In the file package.xml: +## * add a build_depend tag for "message_generation" +## * add a build_depend and a exec_depend tag for each package in MSG_DEP_SET +## * If MSG_DEP_SET isn't empty the following dependency has been pulled in +## but can be declared for certainty nonetheless: +## * add a exec_depend tag for "message_runtime" +## * In this file (CMakeLists.txt): +## * add "message_generation" and every package in MSG_DEP_SET to +## find_package(catkin REQUIRED COMPONENTS ...) +## * add "message_runtime" and every package in MSG_DEP_SET to +## catkin_package(CATKIN_DEPENDS ...) +## * uncomment the add_*_files sections below as needed +## and list every .msg/.srv/.action file to be processed +## * uncomment the generate_messages entry below +## * add every package in MSG_DEP_SET to generate_messages(DEPENDENCIES ...) + +## Generate messages in the 'msg' folder +# add_message_files( +# FILES +# Message1.msg +# Message2.msg +# ) + +## Generate services in the 'srv' folder +# add_service_files( +# FILES +# Service1.srv +# Service2.srv +# ) + +## Generate actions in the 'action' folder +# add_action_files( +# FILES +# Action1.action +# Action2.action +# ) + +## Generate added messages and services with any dependencies listed here +# generate_messages( +# DEPENDENCIES +# std_msgs +# ) + +################################################ +## Declare ROS dynamic reconfigure parameters ## +################################################ + +## To declare and build dynamic reconfigure parameters within this +## package, follow these steps: +## * In the file package.xml: +## * add a build_depend and a exec_depend tag for "dynamic_reconfigure" +## * In this file (CMakeLists.txt): +## * add "dynamic_reconfigure" to +## find_package(catkin REQUIRED COMPONENTS ...) +## * uncomment the "generate_dynamic_reconfigure_options" section below +## and list every .cfg file to be processed + +## Generate dynamic reconfigure parameters in the 'cfg' folder +# generate_dynamic_reconfigure_options( +# cfg/DynReconf1.cfg +# cfg/DynReconf2.cfg +# ) + +################################### +## catkin specific configuration ## +################################### +## The catkin_package macro generates cmake config files for your package +## Declare things to be passed to dependent projects +## INCLUDE_DIRS: uncomment this if your package contains header files +## LIBRARIES: libraries you create in this project that dependent projects also need +## CATKIN_DEPENDS: catkin_packages dependent projects also need +## DEPENDS: system dependencies of this project that dependent projects also need +catkin_package( +# INCLUDE_DIRS include +# LIBRARIES vz_stretch_navigation +# CATKIN_DEPENDS roscpp rospy std_msgs +# DEPENDS system_lib +) + +########### +## Build ## +########### + +## Specify additional locations of header files +## Your package locations should be listed before other locations +include_directories( +# include + ${catkin_INCLUDE_DIRS} +) + +## Declare a C++ library +# add_library(${PROJECT_NAME} +# src/${PROJECT_NAME}/vz_stretch.cpp +# ) + +## Add cmake target dependencies of the library +## as an example, code may need to be generated before libraries +## either from message generation or dynamic reconfigure +# add_dependencies(${PROJECT_NAME} ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Declare a C++ executable +## With catkin_make all packages are built within a single CMake context +## The recommended prefix ensures that target names across packages don't collide +# add_executable(${PROJECT_NAME}_node src/vz_stretch_node.cpp) + +## Rename C++ executable without prefix +## The above recommended prefix causes long target names, the following renames the +## target back to the shorter version for ease of user use +## e.g. "rosrun someones_pkg node" instead of "rosrun someones_pkg someones_pkg_node" +# set_target_properties(${PROJECT_NAME}_node PROPERTIES OUTPUT_NAME node PREFIX "") + +## Add cmake target dependencies of the executable +## same as for the library above +# add_dependencies(${PROJECT_NAME}_node ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Specify libraries to link a library or executable target against +# target_link_libraries(${PROJECT_NAME}_node +# ${catkin_LIBRARIES} +# ) + +############# +## Install ## +############# + +# all install targets should use catkin DESTINATION variables +# See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html + +## Mark executable scripts (Python etc.) for installation +## in contrast to setup.py, you can choose the destination +catkin_install_python(PROGRAMS + scripts/simple_navigation_goal_client.py + DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +) + +## Mark executables for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html +# install(TARGETS ${PROJECT_NAME}_node +# RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark libraries for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html +# install(TARGETS ${PROJECT_NAME} +# ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# RUNTIME DESTINATION ${CATKIN_GLOBAL_BIN_DESTINATION} +# ) + +## Mark cpp header files for installation +# install(DIRECTORY include/${PROJECT_NAME}/ +# DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION} +# FILES_MATCHING PATTERN "*.h" +# PATTERN ".svn" EXCLUDE +# ) + +## Mark other files for installation (e.g. launch and bag files, etc.) +# install(FILES +# # myfile1 +# # myfile2 +# DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} +# ) + +############# +## Testing ## +############# + +## Add gtest based cpp test target and link libraries +# catkin_add_gtest(${PROJECT_NAME}-test test/test_vz_stretch.cpp) +# if(TARGET ${PROJECT_NAME}-test) +# target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME}) +# endif() + +## Add folders to be run by python nosetests +# catkin_add_nosetests(test) diff --git a/vz_stretch_navigation/config/base_local_planner_params.yaml b/vz_stretch_navigation/config/base_local_planner_params.yaml new file mode 100644 index 0000000..3d7ca7b --- /dev/null +++ b/vz_stretch_navigation/config/base_local_planner_params.yaml @@ -0,0 +1,14 @@ +DWAPlannerROS: + max_vel_x: 0.4 + min_vel_x: -0.2 + max_vel_theta: 0.4 + + acc_lim_th: 1.5 + acc_lim_x: 1.5 + + yaw_goal_tolerance: 0.1 + xy_goal_tolerance: 0.1 + + holonomic_robot: false + + path_distance_bias: 50.0 \ No newline at end of file diff --git a/vz_stretch_navigation/config/common_costmap_params.yaml b/vz_stretch_navigation/config/common_costmap_params.yaml new file mode 100644 index 0000000..f22bf31 --- /dev/null +++ b/vz_stretch_navigation/config/common_costmap_params.yaml @@ -0,0 +1,8 @@ +obstacle_range: 2.5 +raytrace_range: 3.0 +robot_radius: 0.1 +inflation_radius: 0.25 + +observation_sources: laser_scan_sensor + +laser_scan_sensor: {sensor_frame: laser, data_type: LaserScan, topic: scan_filtered, marking: true, clearing: true} diff --git a/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml b/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml new file mode 100644 index 0000000..eff858c --- /dev/null +++ b/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml @@ -0,0 +1,8 @@ +obstacle_range: 2.5 +raytrace_range: 3.0 +robot_radius: 0.1 +inflation_radius: 0.25 + +observation_sources: laser_scan_sensor + +laser_scan_sensor: {sensor_frame: laser, data_type: LaserScan, topic: scan, marking: true, clearing: true} diff --git a/vz_stretch_navigation/config/global_costmap_params_nomap.yaml b/vz_stretch_navigation/config/global_costmap_params_nomap.yaml new file mode 100644 index 0000000..be43dbf --- /dev/null +++ b/vz_stretch_navigation/config/global_costmap_params_nomap.yaml @@ -0,0 +1,5 @@ +global_costmap: + global_frame: map + robot_base_frame: base_link + update_frequency: 5.0 + static_map: false diff --git a/vz_stretch_navigation/config/global_costmap_params_withmap.yaml b/vz_stretch_navigation/config/global_costmap_params_withmap.yaml new file mode 100644 index 0000000..8cf38e4 --- /dev/null +++ b/vz_stretch_navigation/config/global_costmap_params_withmap.yaml @@ -0,0 +1,5 @@ +global_costmap: + global_frame: map + robot_base_frame: base_link + update_frequency: 5.0 + static_map: true diff --git a/vz_stretch_navigation/config/local_costmap_params.yaml b/vz_stretch_navigation/config/local_costmap_params.yaml new file mode 100644 index 0000000..eaa0c32 --- /dev/null +++ b/vz_stretch_navigation/config/local_costmap_params.yaml @@ -0,0 +1,10 @@ +local_costmap: + global_frame: map + robot_base_frame: base_link + update_frequency: 5.0 + publish_frequency: 2.0 + static_map: false + rolling_window: true + width: 6.0 + height: 6.0 + resolution: 0.05 diff --git a/vz_stretch_navigation/config/teb_local_planner_params.yaml b/vz_stretch_navigation/config/teb_local_planner_params.yaml new file mode 100644 index 0000000..89ada01 --- /dev/null +++ b/vz_stretch_navigation/config/teb_local_planner_params.yaml @@ -0,0 +1,14 @@ +TebLocalPlannerROS: + max_vel_x: 0.4 + max_vel_theta: 0.4 + + acc_lim_theta: 1.5 + acc_lim_x: 1.5 + acc_lim_y: 1.5 + + yaw_goal_tolerance: 0.05 + xy_goal_tolerance: 0.1 + + holonomic_robot: false + + global_plan_viapoint_sep: 0.1 \ No newline at end of file diff --git a/vz_stretch_navigation/launch/mapping.launch b/vz_stretch_navigation/launch/mapping.launch new file mode 100644 index 0000000..1e9e387 --- /dev/null +++ b/vz_stretch_navigation/launch/mapping.launch @@ -0,0 +1,24 @@ + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/mapping_gazebo.launch b/vz_stretch_navigation/launch/mapping_gazebo.launch new file mode 100644 index 0000000..d2ce28b --- /dev/null +++ b/vz_stretch_navigation/launch/mapping_gazebo.launch @@ -0,0 +1,30 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/mapping_rviz.launch b/vz_stretch_navigation/launch/mapping_rviz.launch new file mode 100644 index 0000000..14d34fd --- /dev/null +++ b/vz_stretch_navigation/launch/mapping_rviz.launch @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/vz_stretch_navigation/launch/navigation.launch b/vz_stretch_navigation/launch/navigation.launch new file mode 100644 index 0000000..62cd874 --- /dev/null +++ b/vz_stretch_navigation/launch/navigation.launch @@ -0,0 +1,30 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/vz_stretch_navigation/launch/navigation/map_server.launch b/vz_stretch_navigation/launch/navigation/map_server.launch new file mode 100644 index 0000000..340129e --- /dev/null +++ b/vz_stretch_navigation/launch/navigation/map_server.launch @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/vz_stretch_navigation/launch/navigation/move_base.launch b/vz_stretch_navigation/launch/navigation/move_base.launch new file mode 100644 index 0000000..9fa4c63 --- /dev/null +++ b/vz_stretch_navigation/launch/navigation/move_base.launch @@ -0,0 +1,30 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/navigation/octomap_server.launch b/vz_stretch_navigation/launch/navigation/octomap_server.launch new file mode 100644 index 0000000..f2c554c --- /dev/null +++ b/vz_stretch_navigation/launch/navigation/octomap_server.launch @@ -0,0 +1,33 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/navigation_3d.launch b/vz_stretch_navigation/launch/navigation_3d.launch new file mode 100644 index 0000000..f086662 --- /dev/null +++ b/vz_stretch_navigation/launch/navigation_3d.launch @@ -0,0 +1,46 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/navigation_gazebo.launch b/vz_stretch_navigation/launch/navigation_gazebo.launch new file mode 100644 index 0000000..b3df33a --- /dev/null +++ b/vz_stretch_navigation/launch/navigation_gazebo.launch @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/vz_stretch_navigation/launch/navigation_rviz.launch b/vz_stretch_navigation/launch/navigation_rviz.launch new file mode 100644 index 0000000..d53cfae --- /dev/null +++ b/vz_stretch_navigation/launch/navigation_rviz.launch @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/vz_stretch_navigation/package.xml b/vz_stretch_navigation/package.xml new file mode 100644 index 0000000..12d42f2 --- /dev/null +++ b/vz_stretch_navigation/package.xml @@ -0,0 +1,74 @@ + + + vz_stretch_navigation + 0.0.0 + The vz_stretch_navigation package + + + + + Ananya Trivedi + + + + + + BSD + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + catkin + roscpp + rospy + std_msgs + roscpp + rospy + std_msgs + roscpp + rospy + + std_msgs + move_base + amcl + map_server + gmapping + stretch_core + + + + + + + + diff --git a/vz_stretch_navigation/rviz/mapping.rviz b/vz_stretch_navigation/rviz/mapping.rviz new file mode 100644 index 0000000..73c4912 --- /dev/null +++ b/vz_stretch_navigation/rviz/mapping.rviz @@ -0,0 +1,445 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Odometry1/Shape1 + - /OccupancyGrid1 + Splitter Ratio: 0.5 + Tree Height: 539 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: LaserScan +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 0.5 + Cell Size: 1 + Class: rviz/Grid + Color: 160; 160; 164 + Enabled: true + Line Style: + Line Width: 0.029999999329447746 + Value: Lines + Name: Grid + Normal Cell Count: 0 + Offset: + X: 0 + Y: 0 + Z: 0 + Plane: XY + Plane Cell Count: 10 + Reference Frame: + Value: true + - Alpha: 0.5 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/LaserScan + Color: 255; 255; 255 + Color Transformer: Intensity + Decay Time: 0 + Enabled: true + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: LaserScan + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 3 + Size (m): 0.009999999776482582 + Style: Flat Squares + Topic: /scan + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: true + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/PointCloud2 + Color: 255; 255; 255 + Color Transformer: RGB8 + Decay Time: 0 + Enabled: false + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: PointCloud2 + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 4 + Size (m): 0.004000000189989805 + Style: Points + Topic: /camera/depth/color/points + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: false + - Angle Tolerance: 0.10000000149011612 + Class: rviz/Odometry + Covariance: + Orientation: + Alpha: 0.5 + Color: 255; 255; 127 + Color Style: Unique + Frame: Local + Offset: 1 + Scale: 1 + Value: true + Position: + Alpha: 0.30000001192092896 + Color: 204; 51; 204 + Scale: 1 + Value: true + Value: true + Enabled: true + Keep: 10 + Name: Odometry + Position Tolerance: 0.10000000149011612 + Queue Size: 10 + Shape: + Alpha: 1 + Axes Length: 1 + Axes Radius: 0.10000000149011612 + Color: 237; 212; 0 + Head Length: 0.03999999910593033 + Head Radius: 0.05000000074505806 + Shaft Length: 0.15000000596046448 + Shaft Radius: 0.019999999552965164 + Value: Arrow + Topic: /odom + Unreliable: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: map + Unreliable: false + Use Timestamp: false + Value: true + - Class: octomap_rviz_plugin/OccupancyGrid + Enabled: true + Max. Height Display: inf + Max. Octree Depth: 16 + Min. Height Display: -inf + Name: OccupancyGrid + Octomap Topic: /octomap_full + Queue Size: 5 + Value: true + Voxel Alpha: 1 + Voxel Coloring: Z-Axis + Voxel Rendering: Occupied Voxels + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: odom + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 5.0032243728637695 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: 0.2743038535118103 + Y: 0.44053205847740173 + Z: 0.8585693836212158 + Focal Shape Fixed Size: true + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 1.5697963237762451 + Target Frame: + Yaw: 3.2263076305389404 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 836 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 1600 + X: 0 + Y: 27 diff --git a/vz_stretch_navigation/rviz/navigation.rviz b/vz_stretch_navigation/rviz/navigation.rviz new file mode 100644 index 0000000..3f7069c --- /dev/null +++ b/vz_stretch_navigation/rviz/navigation.rviz @@ -0,0 +1,544 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Odometry1/Shape1 + - /Path to Goal1 + - /Path1 + Splitter Ratio: 0.6117647290229797 + Tree Height: 839 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: Filtered Laser Scan +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 0.5 + Cell Size: 1 + Class: rviz/Grid + Color: 160; 160; 164 + Enabled: true + Line Style: + Line Width: 0.029999999329447746 + Value: Lines + Name: Grid + Normal Cell Count: 0 + Offset: + X: 0 + Y: 0 + Z: 0 + Plane: XY + Plane Cell Count: 10 + Reference Frame: + Value: true + - Alpha: 0.5 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/LaserScan + Color: 255; 255; 255 + Color Transformer: Intensity + Decay Time: 0 + Enabled: false + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: Captured Laser Scan + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 3 + Size (m): 0.009999999776482582 + Style: Flat Squares + Topic: /scan + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: false + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/LaserScan + Color: 255; 255; 255 + Color Transformer: Intensity + Decay Time: 0 + Enabled: true + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: Filtered Laser Scan + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 3 + Size (m): 0.009999999776482582 + Style: Flat Squares + Topic: /scan_filtered + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: true + - Angle Tolerance: 0.10000000149011612 + Class: rviz/Odometry + Covariance: + Orientation: + Alpha: 0.5 + Color: 255; 255; 127 + Color Style: Unique + Frame: Local + Offset: 1 + Scale: 1 + Value: true + Position: + Alpha: 0.30000001192092896 + Color: 204; 51; 204 + Scale: 1 + Value: true + Value: true + Enabled: true + Keep: 30 + Name: Odometry + Position Tolerance: 0.10000000149011612 + Queue Size: 10 + Shape: + Alpha: 1 + Axes Length: 1 + Axes Radius: 0.10000000149011612 + Color: 237; 212; 0 + Head Length: 0.03999999910593033 + Head Radius: 0.05000000074505806 + Shaft Length: 0.10000000149011612 + Shaft Radius: 0.019999999552965164 + Value: Arrow + Topic: /odom + Unreliable: false + Value: true + - Alpha: 1 + Arrow Length: 0.10000000149011612 + Axes Length: 0.30000001192092896 + Axes Radius: 0.009999999776482582 + Class: rviz/PoseArray + Color: 252; 175; 62 + Enabled: true + Head Length: 0.07000000029802322 + Head Radius: 0.029999999329447746 + Name: AMCL Particles + Queue Size: 10 + Shaft Length: 0.23000000417232513 + Shaft Radius: 0.009999999776482582 + Shape: Arrow (Flat) + Topic: /particlecloud + Unreliable: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: map + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: true + Enabled: true + Name: Global Costmap + Topic: /move_base/global_costmap/costmap + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: true + Enabled: true + Name: Local Costmap + Topic: /move_base/local_costmap/costmap + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 1 + Class: rviz/Polygon + Color: 252; 233; 79 + Enabled: true + Name: Local Footprint + Queue Size: 10 + Topic: /move_base/local_costmap/footprint + Unreliable: false + Value: true + - Alpha: 1 + Axes Length: 1 + Axes Radius: 0.10000000149011612 + Class: rviz/Pose + Color: 138; 226; 52 + Enabled: true + Head Length: 0.07000000029802322 + Head Radius: 0.10000000149011612 + Name: Goal Pose + Queue Size: 10 + Shaft Length: 0.23000000417232513 + Shaft Radius: 0.05000000074505806 + Shape: Arrow + Topic: /move_base_simple/goal + Unreliable: false + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Head Diameter: 0.05000000074505806 + Head Length: 0.019999999552965164 + Length: 0.05000000074505806 + Line Style: Billboards + Line Width: 0.029999999329447746 + Name: Path to Goal + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 114; 159; 207 + Pose Style: None + Queue Size: 10 + Radius: 0.009999999776482582 + Shaft Diameter: 0.03999999910593033 + Shaft Length: 0.10000000149011612 + Topic: /move_base/DWAPlannerROS/global_plan + Unreliable: false + Value: true + - Alpha: 1 + Buffer Length: 10 + Class: rviz/Path + Color: 239; 41; 41 + Enabled: true + Head Diameter: 0.30000001192092896 + Head Length: 0.20000000298023224 + Length: 0.30000001192092896 + Line Style: Lines + Line Width: 0.029999999329447746 + Name: Path + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 255; 85; 255 + Pose Style: None + Queue Size: 10 + Radius: 0.029999999329447746 + Shaft Diameter: 0.10000000149011612 + Shaft Length: 0.10000000149011612 + Topic: /move_base/DWAPlannerROS/local_plan + Unreliable: false + Value: true + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 17.69406509399414 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: -0.35903388261795044 + Y: 0.7160218954086304 + Z: 0.5280526876449585 + Focal Shape Fixed Size: true + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 1.5697963237762451 + Target Frame: + Yaw: 3.1481218338012695 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 1136 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 1848 + X: 72 + Y: 27 diff --git a/vz_stretch_navigation/rviz/octomap.rviz b/vz_stretch_navigation/rviz/octomap.rviz new file mode 100644 index 0000000..8dbbf7d --- /dev/null +++ b/vz_stretch_navigation/rviz/octomap.rviz @@ -0,0 +1,405 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Global Options1 + - /Status1 + - /OccupancyMap1 + - /Map1 + - /Path1 + - /Path2 + Splitter Ratio: 0.5 + Tree Height: 1082 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: "" +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 0.5 + Cell Size: 1 + Class: rviz/Grid + Color: 160; 160; 164 + Enabled: true + Line Style: + Line Width: 0.029999999329447746 + Value: Lines + Name: Grid + Normal Cell Count: 0 + Offset: + X: 0 + Y: 0 + Z: 0 + Plane: XY + Plane Cell Count: 10 + Reference Frame: + Value: true + - Alpha: 0.699999988079071 + Class: octomap_rviz_plugin/OccupancyMap + Color Scheme: map + Draw Behind: false + Enabled: true + Max. Octree Depth: 16 + Name: OccupancyMap + Octomap Binary Topic: /octomap_full + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 1 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: false + Enabled: true + Name: Map + Topic: /move_base/local_costmap/costmap + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Head Diameter: 0.30000001192092896 + Head Length: 0.20000000298023224 + Length: 0.30000001192092896 + Line Style: Lines + Line Width: 0.029999999329447746 + Name: Path + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 255; 85; 255 + Pose Style: None + Queue Size: 10 + Radius: 0.029999999329447746 + Shaft Diameter: 0.10000000149011612 + Shaft Length: 0.10000000149011612 + Topic: /move_base/DWAPlannerROS/global_plan + Unreliable: false + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Head Diameter: 0.30000001192092896 + Head Length: 0.20000000298023224 + Length: 0.30000001192092896 + Line Style: Lines + Line Width: 0.029999999329447746 + Name: Path + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 255; 85; 255 + Pose Style: None + Queue Size: 10 + Radius: 0.029999999329447746 + Shaft Diameter: 0.10000000149011612 + Shaft Length: 0.10000000149011612 + Topic: /move_base/DWAPlannerROS/local_plan + Unreliable: false + Value: true + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 24.759632110595703 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: -4.327556133270264 + Y: -6.250387668609619 + Z: -5.1258134841918945 + Focal Shape Fixed Size: true + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 0.785398006439209 + Target Frame: + Yaw: 0.785398006439209 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 1376 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 1280 + X: 0 + Y: 27 diff --git a/vz_stretch_navigation/rviz/octomap_mapper.rviz b/vz_stretch_navigation/rviz/octomap_mapper.rviz new file mode 100644 index 0000000..3130de2 --- /dev/null +++ b/vz_stretch_navigation/rviz/octomap_mapper.rviz @@ -0,0 +1,447 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Global Options1 + - /Status1 + - /Odometry1/Shape1 + - /OccupancyGrid1 + Splitter Ratio: 0.4206896424293518 + Tree Height: 1109 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: LaserScan +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 0.5 + Cell Size: 1 + Class: rviz/Grid + Color: 160; 160; 164 + Enabled: false + Line Style: + Line Width: 0.029999999329447746 + Value: Lines + Name: Grid + Normal Cell Count: 0 + Offset: + X: 0 + Y: 0 + Z: 0 + Plane: XY + Plane Cell Count: 10 + Reference Frame: + Value: false + - Alpha: 0.5 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/LaserScan + Color: 255; 255; 255 + Color Transformer: Intensity + Decay Time: 0 + Enabled: true + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: LaserScan + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 3 + Size (m): 0.009999999776482582 + Style: Flat Squares + Topic: /scan + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: true + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rviz/PointCloud2 + Color: 255; 255; 255 + Color Transformer: RGB8 + Decay Time: 0 + Enabled: false + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: PointCloud2 + Position Transformer: XYZ + Queue Size: 10 + Selectable: true + Size (Pixels): 4 + Size (m): 0.004000000189989805 + Style: Points + Topic: /camera/depth/color/points + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: false + - Angle Tolerance: 0.10000000149011612 + Class: rviz/Odometry + Covariance: + Orientation: + Alpha: 0.5 + Color: 255; 255; 127 + Color Style: Unique + Frame: Local + Offset: 1 + Scale: 1 + Value: true + Position: + Alpha: 0.30000001192092896 + Color: 204; 51; 204 + Scale: 1 + Value: true + Value: true + Enabled: true + Keep: 10 + Name: Odometry + Position Tolerance: 0.10000000149011612 + Queue Size: 10 + Shape: + Alpha: 1 + Axes Length: 1 + Axes Radius: 0.10000000149011612 + Color: 237; 212; 0 + Head Length: 0.03999999910593033 + Head Radius: 0.05000000074505806 + Shaft Length: 0.15000000596046448 + Shaft Radius: 0.019999999552965164 + Value: Arrow + Topic: /odom + Unreliable: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: map + Unreliable: false + Use Timestamp: false + Value: true + - Class: octomap_rviz_plugin/OccupancyGrid + Enabled: true + Max. Height Display: inf + Max. Octree Depth: 16 + Min. Height Display: -inf + Name: OccupancyGrid + Octomap Topic: /octomap_full + Queue Size: 5 + Value: true + Voxel Alpha: 1 + Voxel Coloring: Z-Axis + Voxel Rendering: Occupied Voxels + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 11.191774368286133 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: -5.315392971038818 + Y: -3.4429707527160645 + Z: -0.27000176906585693 + Focal Shape Fixed Size: true + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 1.0197970867156982 + Target Frame: + Yaw: 3.8762691020965576 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 1403 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 2560 + X: 2560 + Y: 0 diff --git a/vz_stretch_navigation/rviz/rtab_mapping.rviz b/vz_stretch_navigation/rviz/rtab_mapping.rviz new file mode 100644 index 0000000..477bc7e --- /dev/null +++ b/vz_stretch_navigation/rviz/rtab_mapping.rviz @@ -0,0 +1,396 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Global Options1 + - /Status1 + Splitter Ratio: 0.5 + Tree Height: 787 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + - /Current View1/Focal Point1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: MapCloud +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 1 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 1 + Class: rtabmap_ros/MapGraph + Enabled: true + Global loop closure: 255; 0; 0 + Landmark: 0; 128; 0 + Local loop closure: 255; 255; 0 + Merged neighbor: 255; 170; 0 + Name: MapGraph + Neighbor: 0; 0; 255 + Queue Size: 10 + Topic: /rtabmap/mapGraph + Unreliable: false + User: 255; 0; 0 + Value: true + Virtual: 255; 0; 255 + - Alpha: 1 + Autocompute Intensity Bounds: true + Autocompute Value Bounds: + Max Value: 10 + Min Value: -10 + Value: true + Axis: Z + Channel Name: intensity + Class: rtabmap_ros/MapCloud + Cloud decimation: 4 + Cloud from scan: false + Cloud max depth (m): 4 + Cloud min depth (m): 0 + Cloud voxel size (m): 0.009999999776482582 + Color: 255; 255; 255 + Color Transformer: RGB8 + Download graph: false + Download map: false + Enabled: true + Filter ceiling (m): 0 + Filter floor (m): 0 + Invert Rainbow: false + Max Color: 255; 255; 255 + Min Color: 0; 0; 0 + Name: MapCloud + Node filtering angle (degrees): 30 + Node filtering radius (m): 0 + Position Transformer: XYZ + Queue Size: 10 + Size (Pixels): 3 + Size (m): 0.009999999776482582 + Style: Flat Squares + Topic: /rtabmap/mapData + Unreliable: false + Use Fixed Frame: true + Use rainbow: true + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: /map + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: costmap + Draw Behind: false + Enabled: true + Name: Map + Topic: /move_base/global_costmap/costmap + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 1 + Class: rviz/Polygon + Color: 25; 255; 0 + Enabled: true + Name: Polygon + Queue Size: 10 + Topic: /move_base/global_costmap/footprint + Unreliable: false + Value: true + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rtabmap_ros/OrbitOriented + Distance: 17.96693229675293 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: -3.853421926498413 + Y: 0.7817280888557434 + Z: 0.4164792597293854 + Focal Shape Fixed Size: false + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 0.7947970628738403 + Target Frame: + Yaw: 4.218579292297363 + Saved: ~ +Window Geometry: + Displays: + collapsed: true + Height: 1016 + Hide Left Dock: true + Hide Right Dock: true + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: true + Views: + collapsed: true + Width: 960 + X: 0 + Y: 27 diff --git a/vz_stretch_navigation/rviz/rtab_navigation.rviz b/vz_stretch_navigation/rviz/rtab_navigation.rviz new file mode 100644 index 0000000..4db7c84 --- /dev/null +++ b/vz_stretch_navigation/rviz/rtab_navigation.rviz @@ -0,0 +1,374 @@ +Panels: + - Class: rviz/Displays + Help Height: 78 + Name: Displays + Property Tree Widget: + Expanded: + - /Global Options1 + - /Status1 + - /Map1 + - /Path1 + Splitter Ratio: 0.5 + Tree Height: 1082 + - Class: rviz/Selection + Name: Selection + - Class: rviz/Tool Properties + Expanded: + - /2D Pose Estimate1 + - /2D Nav Goal1 + - /Publish Point1 + Name: Tool Properties + Splitter Ratio: 0.5886790156364441 + - Class: rviz/Views + Expanded: + - /Current View1 + Name: Views + Splitter Ratio: 0.5 + - Class: rviz/Time + Experimental: false + Name: Time + SyncMode: 0 + SyncSource: "" +Preferences: + PromptSaveOnExit: true +Toolbars: + toolButtonStyle: 2 +Visualization Manager: + Class: "" + Displays: + - Alpha: 1 + Class: rviz/RobotModel + Collision Enabled: false + Enabled: true + Links: + All Links Enabled: true + Expand Joint Details: false + Expand Link Details: false + Expand Tree: false + Link Tree Style: Links in Alphabetic Order + base_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + camera_accel_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_accel_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_bottom_screw_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_color_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_depth_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_gyro_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra1_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_infra2_optical_frame: + Alpha: 1 + Show Axes: false + Show Trail: false + camera_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + caster_link: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + laser: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l0: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l1: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l2: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l3: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_arm_l4: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_inner_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_left_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_right_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_shoulder: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_aruco_top_wrist: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_grasp_center: + Alpha: 1 + Show Axes: false + Show Trail: false + link_gripper: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_finger_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_left: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_gripper_fingertip_right: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_pan: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_head_tilt: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_left_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_lift: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_mast: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_right_wheel: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + link_wrist_yaw: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + respeaker_base: + Alpha: 1 + Show Axes: false + Show Trail: false + Value: true + Name: RobotModel + Robot Description: robot_description + TF Prefix: "" + Update Interval: 0 + Value: true + Visual Enabled: true + - Alpha: 0.699999988079071 + Class: rviz/Map + Color Scheme: map + Draw Behind: false + Enabled: true + Name: Map + Topic: /rtabmap/grid_prob_map + Unreliable: false + Use Timestamp: false + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Head Diameter: 0.30000001192092896 + Head Length: 0.20000000298023224 + Length: 0.30000001192092896 + Line Style: Lines + Line Width: 0.029999999329447746 + Name: Path + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 255; 85; 255 + Pose Style: None + Queue Size: 10 + Radius: 0.029999999329447746 + Shaft Diameter: 0.10000000149011612 + Shaft Length: 0.10000000149011612 + Topic: /move_base/DWAPlannerROS/global_plan + Unreliable: false + Value: true + - Alpha: 1 + Buffer Length: 1 + Class: rviz/Path + Color: 25; 255; 0 + Enabled: true + Head Diameter: 0.30000001192092896 + Head Length: 0.20000000298023224 + Length: 0.30000001192092896 + Line Style: Lines + Line Width: 0.029999999329447746 + Name: Path + Offset: + X: 0 + Y: 0 + Z: 0 + Pose Color: 255; 85; 255 + Pose Style: None + Queue Size: 10 + Radius: 0.029999999329447746 + Shaft Diameter: 0.10000000149011612 + Shaft Length: 0.10000000149011612 + Topic: /rtabmap/mapPath + Unreliable: false + Value: true + Enabled: true + Global Options: + Background Color: 48; 48; 48 + Default Light: true + Fixed Frame: map + Frame Rate: 30 + Name: root + Tools: + - Class: rviz/Interact + Hide Inactive Objects: true + - Class: rviz/MoveCamera + - Class: rviz/Select + - Class: rviz/FocusCamera + - Class: rviz/Measure + - Class: rviz/SetInitialPose + Theta std deviation: 0.2617993950843811 + Topic: /initialpose + X std deviation: 0.5 + Y std deviation: 0.5 + - Class: rviz/SetGoal + Topic: /move_base_simple/goal + - Class: rviz/PublishPoint + Single click: true + Topic: /clicked_point + Value: true + Views: + Current: + Class: rviz/Orbit + Distance: 24.471881866455078 + Enable Stereo Rendering: + Stereo Eye Separation: 0.05999999865889549 + Stereo Focal Distance: 1 + Swap Stereo Eyes: false + Value: false + Field of View: 0.7853981852531433 + Focal Point: + X: -2.2477076053619385 + Y: -1.80465567111969 + Z: -6.365629196166992 + Focal Shape Fixed Size: true + Focal Shape Size: 0.05000000074505806 + Invert Z Axis: false + Name: Current View + Near Clip Distance: 0.009999999776482582 + Pitch: 1.5697963237762451 + Target Frame: + Yaw: 1.2835423946380615 + Saved: ~ +Window Geometry: + Displays: + collapsed: false + Height: 1376 + Hide Left Dock: false + Hide Right Dock: false + QMainWindow State: 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 + Selection: + collapsed: false + Time: + collapsed: false + Tool Properties: + collapsed: false + Views: + collapsed: false + Width: 2560 + X: 0 + Y: 27 diff --git a/vz_stretch_navigation/scripts/simple_navigation_goal_client.py b/vz_stretch_navigation/scripts/simple_navigation_goal_client.py new file mode 100755 index 0000000..5351404 --- /dev/null +++ b/vz_stretch_navigation/scripts/simple_navigation_goal_client.py @@ -0,0 +1,67 @@ +#!/usr/bin/env python +# license removed for brevity + +import rospy + +# Brings in the SimpleActionClient +import actionlib +# Brings in the .action file and messages used by the move base action +from move_base_msgs.msg import MoveBaseAction, MoveBaseGoal +# Gazebo messages +from gazebo_msgs.msg import ModelStates + +# wrap all stuff below in a class later. global variables for now.sorry +goal_dict = {"x" : 0.0, "y": 0.0 , "orientation" : 0.0} + +# A lot can be done here. Later +def generate_goal_pose(data): + + person_of_interest_idx = data.name.index('unit_box') + # return a goal that is 5,5 in front of the object + goal_dict["x"] = data.pose[person_of_interest_idx].position.x - 8.0 + goal_dict["y"] = data.pose[person_of_interest_idx].position.y - 8.0 + return goal_dict + +def movebase_client(): + + # Create an action client called "move_base" with action definition file "MoveBaseAction" + client = actionlib.SimpleActionClient('move_base',MoveBaseAction) + + # Waits until the action server has started up and started listening for goals. + client.wait_for_server() + + # Creates a new goal with the MoveBaseGoal constructor + goal = MoveBaseGoal() + goal.target_pose.header.frame_id = "map" + goal.target_pose.header.stamp = rospy.Time.now() + + # Generate a goal pose that gets us within 5m x and 5m y of the unit_block + # goal.target_pose.pose.position.x = 0.5 + goal.target_pose.pose.position.x = goal_dict["x"] + goal.target_pose.pose.position.x = goal_dict["y"] + # No rotation of the mobile base frame w.r.t. map frame + goal.target_pose.pose.orientation.w = 1.0 + + # Sends the goal to the action server. + client.send_goal(goal) + # Waits for the server to finish performing the action. + wait = client.wait_for_result() + # If the result doesn't arrive, assume the Server is not available + if not wait: + rospy.logerr("Action server not available!") + rospy.signal_shutdown("Action server not available!") + else: + # Result of executing the action + return client.get_result() + +# If the python node is executed as main process (sourced directly) +if __name__ == '__main__': + try: + # Initializes a rospy node to let the SimpleActionClient publish and subscribe + rospy.init_node('movebase_client_py') + rospy.Subscriber("gazebo/model_states",ModelStates,generate_goal_pose) + result = movebase_client() + if result: + rospy.loginfo("Goal execution done!") + except rospy.ROSInterruptException: + rospy.loginfo("Navigation test finished.") \ No newline at end of file From 01e0816923fdbcda68d89c92435d3b0f60ce48f3 Mon Sep 17 00:00:00 2001 From: trivediana Date: Mon, 21 Feb 2022 18:20:06 -0500 Subject: [PATCH 02/49] gazebo port to noetic induced branch --- stretch_gazebo/maps/willowgarage.pgm | 5 + stretch_gazebo/maps/willowgarage.yaml | 7 + stretch_gazebo/worlds/willowgarageempty.world | 14 + .../worlds/willowgarageoccupied.world | 2116 +++++++++++++++++ 4 files changed, 2142 insertions(+) create mode 100644 stretch_gazebo/maps/willowgarage.pgm create mode 100644 stretch_gazebo/maps/willowgarage.yaml create mode 100644 stretch_gazebo/worlds/willowgarageempty.world create mode 100644 stretch_gazebo/worlds/willowgarageoccupied.world diff --git a/stretch_gazebo/maps/willowgarage.pgm b/stretch_gazebo/maps/willowgarage.pgm new file mode 100644 index 0000000..4473c3f --- /dev/null +++ b/stretch_gazebo/maps/willowgarage.pgm @@ -0,0 +1,5 @@ +P5 +# CREATOR: map_saver.cpp 0.050 m/pix +4000 4000 +255 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0.00277 + -0.435473 -0.047654 -0.110121 -3.07604 -0.311114 2.30378 + -0.06203 -0.006788 -0.015686 0 -0 0 + + + + -9.51235 -1.45764 0.5 0 -0 0 + 1 1 1 + + -9.51235 -1.45764 0.5 0 -0 0 + 0 0 0 0 -0 0 + -0.004709 -9.78112 9.78158 0.712677 -0.009414 -4.3e-05 + -0.004709 -9.78112 9.78158 0 -0 0 + + + + -20 -20 0 0 -0 0 + 1 1 1 + + -20 -20 0 0 -0 0 + 0 0 0 0 -0 0 + 0 0 0 0 -0 0 + 0 0 0 0 -0 0 + + + + 0 0 10 0 -0 0 + + + + + 1.52022 -0.181287 40.1108 0 1.5698 3.1362 + orbit + perspective + + + + From d5678c2917236269447775a64211a9b21bdb1d9c Mon Sep 17 00:00:00 2001 From: trivediana Date: Sun, 27 Feb 2022 01:24:27 -0500 Subject: [PATCH 03/49] teb planner works in sim --- .../config/common_costmap_params_gazebo.yaml | 5 +- .../teb_local_planner_params_gazebo.yaml | 85 +++++++++++++++++++ .../launch/navigation_gazebo.launch | 11 ++- 3 files changed, 97 insertions(+), 4 deletions(-) create mode 100644 vz_stretch_navigation/config/teb_local_planner_params_gazebo.yaml diff --git a/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml b/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml index eff858c..08d7698 100644 --- a/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml +++ b/vz_stretch_navigation/config/common_costmap_params_gazebo.yaml @@ -1,8 +1,9 @@ obstacle_range: 2.5 raytrace_range: 3.0 -robot_radius: 0.1 +#robot is square ~13.5*13.5 inchfootprint. This 0.2 is a circle with the same area +robot_radius: 0.20 #robot is square ~13.5*13.5 inchfootprint. This 0.2 is a circle with the same area inflation_radius: 0.25 observation_sources: laser_scan_sensor - +# the change in this and hardware file is the scan topic used here as opposed to scan_filtered laser_scan_sensor: {sensor_frame: laser, data_type: LaserScan, topic: scan, marking: true, clearing: true} diff --git a/vz_stretch_navigation/config/teb_local_planner_params_gazebo.yaml b/vz_stretch_navigation/config/teb_local_planner_params_gazebo.yaml new file mode 100644 index 0000000..c00106c --- /dev/null +++ b/vz_stretch_navigation/config/teb_local_planner_params_gazebo.yaml @@ -0,0 +1,85 @@ +# Copy pasted from +# http://wiki.ros.org/teb_local_planner/Tutorials/Configure%20and%20run%20Robot%20Navigation + +TebLocalPlannerROS: +# todo: check if these two make sense + odom_topic: odom + map_frame: /odom + + # Trajectory + + teb_autosize: True + dt_ref: 0.3 + dt_hysteresis: 0.1 + global_plan_overwrite_orientation: True + max_global_plan_lookahead_dist: 3.0 + feasibility_check_no_poses: 5 + + # Robot + + max_vel_x: 1.5 #0.4 todo: ananya change this back + max_vel_x_backwards: 0.2 + max_vel_theta: 0.3 + acc_lim_x: 0.2 #0.5 + acc_lim_theta: 0.25 #0.5 changed this ananya + min_turning_radius: 0.0 + footprint_model: # types: "point", "circular", "two_circles", "line", "polygon" + type: "point" + radius: 0.2 # for type "circular" + line_start: [-0.3, 0.0] # for type "line" + line_end: [0.3, 0.0] # for type "line" + front_offset: 0.2 # for type "two_circles" + front_radius: 0.2 # for type "two_circles" + rear_offset: 0.2 # for type "two_circles" + rear_radius: 0.2 # for type "two_circles" + vertices: [ [0.25, 0.05] ] # for type "polygon" + # vertices: [ [0.25, -0.05], [0.18, -0.05], [0.18, -0.18], [-0.19, -0.18], [-0.25, 0], [-0.19, 0.18], [0.18, 0.18], [0.18, 0.05], [0.25, 0.05] ] # for type "polygon" + + # GoalTolerance + + xy_goal_tolerance: 0.2 + yaw_goal_tolerance: 0.1 + free_goal_vel: False + + # Obstacles + + min_obstacle_dist: 0.4 #this needs to change todo ananya + include_costmap_obstacles: True + costmap_obstacles_behind_robot_dist: 1.0 + obstacle_poses_affected: 30 + costmap_converter_plugin: "" + costmap_converter_spin_thread: True + costmap_converter_rate: 5 + + # Optimization + + no_inner_iterations: 5 + no_outer_iterations: 4 + optimization_activate: True + optimization_verbose: False + penalty_epsilon: 0.1 #todo : ananya this has something to do with allowing cost violations. look into this + weight_max_vel_x: 2 + weight_max_vel_theta: 1 + weight_acc_lim_x: 1 + weight_acc_lim_theta: 10 #1 changed this ananya + weight_kinematics_nh: 1000 + weight_kinematics_forward_drive: 1 + weight_kinematics_turning_radius: 1 + weight_optimaltime: 1 + weight_obstacle: 50 #todo : ananya this has something to do with allowing cost violations. look into this + weight_dynamic_obstacle: 10 # not in use yet + alternative_time_cost: False # not in use yet + + # Homotopy Class Planner + + enable_homotopy_class_planning: True + enable_multithreading: True + simple_exploration: False + max_number_classes: 4 + roadmap_graph_no_samples: 15 + roadmap_graph_area_width: 5 + h_signature_prescaler: 0.5 + h_signature_threshold: 0.1 + obstacle_keypoint_offset: 0.1 + obstacle_heading_threshold: 0.45 + visualize_hc_graph: False \ No newline at end of file diff --git a/vz_stretch_navigation/launch/navigation_gazebo.launch b/vz_stretch_navigation/launch/navigation_gazebo.launch index b3df33a..528ce75 100644 --- a/vz_stretch_navigation/launch/navigation_gazebo.launch +++ b/vz_stretch_navigation/launch/navigation_gazebo.launch @@ -27,7 +27,12 @@ - + + + + + + @@ -37,7 +42,9 @@ - + + + From e342cc2378e2f0e149b2b4986e32979f741ed70b Mon Sep 17 00:00:00 2001 From: trivediana Date: Mon, 7 Mar 2022 01:12:36 -0500 Subject: [PATCH 04/49] ROS wrappers for thermal and rgbd, Also Human State Estimation ROSification rev 0 works --- vz_human_state_estimation/CMakeLists.txt | 209 ++++++++++++++++++ .../launch/human_state_estimation.launch | 3 + vz_human_state_estimation/package.xml | 77 +++++++ .../scripts/merged_detection_algorithm.py | 208 +++++++++++++++++ .../scripts/ros_interface.py | 98 ++++++++ vz_ros_wrappers/CMakeLists.txt | 209 ++++++++++++++++++ vz_ros_wrappers/README.md | 5 + .../launch/D435i_and_Lepton.launch | 4 + vz_ros_wrappers/package.xml | 77 +++++++ vz_ros_wrappers/scripts/grab_D435i.py | 90 ++++++++ vz_ros_wrappers/scripts/grab_thermal.py | 97 ++++++++ 11 files changed, 1077 insertions(+) create mode 100644 vz_human_state_estimation/CMakeLists.txt create mode 100644 vz_human_state_estimation/launch/human_state_estimation.launch create mode 100644 vz_human_state_estimation/package.xml create mode 100644 vz_human_state_estimation/scripts/merged_detection_algorithm.py create mode 100755 vz_human_state_estimation/scripts/ros_interface.py create mode 100644 vz_ros_wrappers/CMakeLists.txt create mode 100644 vz_ros_wrappers/README.md create mode 100644 vz_ros_wrappers/launch/D435i_and_Lepton.launch create mode 100644 vz_ros_wrappers/package.xml create mode 100755 vz_ros_wrappers/scripts/grab_D435i.py create mode 100755 vz_ros_wrappers/scripts/grab_thermal.py diff --git a/vz_human_state_estimation/CMakeLists.txt b/vz_human_state_estimation/CMakeLists.txt new file mode 100644 index 0000000..4fd8a82 --- /dev/null +++ b/vz_human_state_estimation/CMakeLists.txt @@ -0,0 +1,209 @@ +cmake_minimum_required(VERSION 3.0.2) +project(vz_human_state_estimation) + +## Compile as C++11, supported in ROS Kinetic and newer +# add_compile_options(-std=c++11) + +## Find catkin macros and libraries +## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz) +## is used, also find other catkin packages +find_package(catkin REQUIRED COMPONENTS + cv_bridge + # opencv2 ananya : this does not compile + roscpp + rospy + sensor_msgs + std_msgs +) + +## System dependencies are found with CMake's conventions +# find_package(Boost REQUIRED COMPONENTS system) + + +## Uncomment this if the package has a setup.py. This macro ensures +## modules and global scripts declared therein get installed +## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html +# catkin_python_setup() + +################################################ +## Declare ROS messages, services and actions ## +################################################ + +## To declare and build messages, services or actions from within this +## package, follow these steps: +## * Let MSG_DEP_SET be the set of packages whose message types you use in +## your messages/services/actions (e.g. std_msgs, actionlib_msgs, ...). +## * In the file package.xml: +## * add a build_depend tag for "message_generation" +## * add a build_depend and a exec_depend tag for each package in MSG_DEP_SET +## * If MSG_DEP_SET isn't empty the following dependency has been pulled in +## but can be declared for certainty nonetheless: +## * add a exec_depend tag for "message_runtime" +## * In this file (CMakeLists.txt): +## * add "message_generation" and every package in MSG_DEP_SET to +## find_package(catkin REQUIRED COMPONENTS ...) +## * add "message_runtime" and every package in MSG_DEP_SET to +## catkin_package(CATKIN_DEPENDS ...) +## * uncomment the add_*_files sections below as needed +## and list every .msg/.srv/.action file to be processed +## * uncomment the generate_messages entry below +## * add every package in MSG_DEP_SET to generate_messages(DEPENDENCIES ...) + +## Generate messages in the 'msg' folder +# add_message_files( +# FILES +# Message1.msg +# Message2.msg +# ) + +## Generate services in the 'srv' folder +# add_service_files( +# FILES +# Service1.srv +# Service2.srv +# ) + +## Generate actions in the 'action' folder +# add_action_files( +# FILES +# Action1.action +# Action2.action +# ) + +## Generate added messages and services with any dependencies listed here +# generate_messages( +# DEPENDENCIES +# sensor_msgs# std_msgs +# ) + +################################################ +## Declare ROS dynamic reconfigure parameters ## +################################################ + +## To declare and build dynamic reconfigure parameters within this +## package, follow these steps: +## * In the file package.xml: +## * add a build_depend and a exec_depend tag for "dynamic_reconfigure" +## * In this file (CMakeLists.txt): +## * add "dynamic_reconfigure" to +## find_package(catkin REQUIRED COMPONENTS ...) +## * uncomment the "generate_dynamic_reconfigure_options" section below +## and list every .cfg file to be processed + +## Generate dynamic reconfigure parameters in the 'cfg' folder +# generate_dynamic_reconfigure_options( +# cfg/DynReconf1.cfg +# cfg/DynReconf2.cfg +# ) + +################################### +## catkin specific configuration ## +################################### +## The catkin_package macro generates cmake config files for your package +## Declare things to be passed to dependent projects +## INCLUDE_DIRS: uncomment this if your package contains header files +## LIBRARIES: libraries you create in this project that dependent projects also need +## CATKIN_DEPENDS: catkin_packages dependent projects also need +## DEPENDS: system dependencies of this project that dependent projects also need +catkin_package( +# INCLUDE_DIRS include +# LIBRARIES vz_human_state_estimation +# CATKIN_DEPENDS cv_bridge opencv2 roscpp rospy sensor_msgs std_msgs +# DEPENDS system_lib +) + +########### +## Build ## +########### + +## Specify additional locations of header files +## Your package locations should be listed before other locations +include_directories( +# include + ${catkin_INCLUDE_DIRS} +) + +## Declare a C++ library +# add_library(${PROJECT_NAME} +# src/${PROJECT_NAME}/vz_human_state_estimation.cpp +# ) + +## Add cmake target dependencies of the library +## as an example, code may need to be generated before libraries +## either from message generation or dynamic reconfigure +# add_dependencies(${PROJECT_NAME} ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Declare a C++ executable +## With catkin_make all packages are built within a single CMake context +## The recommended prefix ensures that target names across packages don't collide +# add_executable(${PROJECT_NAME}_node src/vz_human_state_estimation_node.cpp) + +## Rename C++ executable without prefix +## The above recommended prefix causes long target names, the following renames the +## target back to the shorter version for ease of user use +## e.g. "rosrun someones_pkg node" instead of "rosrun someones_pkg someones_pkg_node" +# set_target_properties(${PROJECT_NAME}_node PROPERTIES OUTPUT_NAME node PREFIX "") + +## Add cmake target dependencies of the executable +## same as for the library above +# add_dependencies(${PROJECT_NAME}_node ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Specify libraries to link a library or executable target against +# target_link_libraries(${PROJECT_NAME}_node +# ${catkin_LIBRARIES} +# ) + +############# +## Install ## +############# + +# all install targets should use catkin DESTINATION variables +# See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html + +## Mark executable scripts (Python etc.) for installation +## in contrast to setup.py, you can choose the destination +# catkin_install_python(PROGRAMS +# scripts/my_python_script +# DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark executables for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html +# install(TARGETS ${PROJECT_NAME}_node +# RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark libraries for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html +# install(TARGETS ${PROJECT_NAME} +# ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# RUNTIME DESTINATION ${CATKIN_GLOBAL_BIN_DESTINATION} +# ) + +## Mark cpp header files for installation +# install(DIRECTORY include/${PROJECT_NAME}/ +# DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION} +# FILES_MATCHING PATTERN "*.h" +# PATTERN ".svn" EXCLUDE +# ) + +## Mark other files for installation (e.g. launch and bag files, etc.) +# install(FILES +# # myfile1 +# # myfile2 +# DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} +# ) + +############# +## Testing ## +############# + +## Add gtest based cpp test target and link libraries +# catkin_add_gtest(${PROJECT_NAME}-test test/test_vz_human_state_estimation.cpp) +# if(TARGET ${PROJECT_NAME}-test) +# target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME}) +# endif() + +## Add folders to be run by python nosetests +# catkin_add_nosetests(test) diff --git a/vz_human_state_estimation/launch/human_state_estimation.launch b/vz_human_state_estimation/launch/human_state_estimation.launch new file mode 100644 index 0000000..641dbea --- /dev/null +++ b/vz_human_state_estimation/launch/human_state_estimation.launch @@ -0,0 +1,3 @@ + + + \ No newline at end of file diff --git a/vz_human_state_estimation/package.xml b/vz_human_state_estimation/package.xml new file mode 100644 index 0000000..51740f8 --- /dev/null +++ b/vz_human_state_estimation/package.xml @@ -0,0 +1,77 @@ + + + vz_human_state_estimation + 0.0.0 + The vz_human_state_estimation package + + + + + ananya + + + + + + TODO + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + catkin + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + + + + + + + + diff --git a/vz_human_state_estimation/scripts/merged_detection_algorithm.py b/vz_human_state_estimation/scripts/merged_detection_algorithm.py new file mode 100644 index 0000000..57c9194 --- /dev/null +++ b/vz_human_state_estimation/scripts/merged_detection_algorithm.py @@ -0,0 +1,208 @@ +#! /usr/bin/python3 + +import cv2 +import imutils +import numpy as np +import math + + +# Threshold value of the binary thresholding stage +THRESH_VALUE = 120 +# The max threshold value each pixel below THRESH_VALUE is set to +MAX_THRESH_VALUE = 255 +# Min and max values for contour areas of human body +MIN_CNTR_HUMN_AREA = 4000 +MAX_CNTR_HUMN_AREA = 30000 +F_T=1.7681; +F_RGB=1.93; + +xs_RGB=2.16; +ys_RGB=3.84; +xs_T=1.92; +ys_T=1.44; + +Tx=150; +Ty=150; + + + +HEAT_COLORMAP = 2 + + +class KalmanFilter(object): + def __init__(self, dt, u_x,u_y, std_acc, x_std_meas, y_std_meas): + """ + :param dt: sampling time (time for 1 cycle) + :param u_x: acceleration in x-direction + :param u_y: acceleration in y-direction + :param std_acc: process noise magnitude + :param x_std_meas: standard deviation of the measurement in x-direction + :param y_std_meas: standard deviation of the measurement in y-direction + """ + # Define sampling time + self.dt = dt + # Define the control input variables + self.u = np.matrix([[u_x],[u_y]]) + # Intial State + self.x = np.matrix([[0], [0], [0], [0]]) + # Define the State Transition Matrix A + self.A = np.matrix([[1, 0, self.dt, 0], + [0, 1, 0, self.dt], + [0, 0, 1, 0], + [0, 0, 0, 1]]) + # Define the Control Input Matrix B + self.B = np.matrix([[(self.dt**2)/2, 0], + [0, (self.dt**2)/2], + [self.dt,0], + [0,self.dt]]) + # Define Measurement Mapping Matrix + self.H = np.matrix([[1, 0, 0, 0], + [0, 1, 0, 0]]) + #Initial Process Noise Covariance + self.Q = np.matrix([[(self.dt**4)/4, 0, (self.dt**3)/2, 0], + [0, (self.dt**4)/4, 0, (self.dt**3)/2], + [(self.dt**3)/2, 0, self.dt**2, 0], + [0, (self.dt**3)/2, 0, self.dt**2]]) * std_acc**2 + #Initial Measurement Noise Covariance + self.R = np.matrix([[x_std_meas**2,0], + [0, y_std_meas**2]]) + #Initial Covariance Matrix + self.P = np.eye(self.A.shape[1]) + + + def predict(self): + # Refer to :Eq.(9) and Eq.(10) in https://machinelearningspace.com/object-tracking-simple-implementation-of-kalman-filter-in-python/?preview_id=1364&preview_nonce=52f6f1262e&preview=true&_thumbnail_id=1795 + # Update time state + #x_k =Ax_(k-1) + Bu_(k-1) Eq.(9) + self.x = np.dot(self.A, self.x) + np.dot(self.B, self.u) + # Calculate error covariance + # P= A*P*A' + Q Eq.(10) + self.P = np.dot(np.dot(self.A, self.P), self.A.T) + self.Q + return self.x[0:2] + + def update(self, z): + # Refer to :Eq.(11), Eq.(12) and Eq.(13) in https://machinelearningspace.com/object-tracking-simple-implementation-of-kalman-filter-in-python/?preview_id=1364&preview_nonce=52f6f1262e&preview=true&_thumbnail_id=1795 + # S = H*P*H'+R + S = np.dot(self.H, np.dot(self.P, self.H.T)) + self.R + # Calculate the Kalman Gain + # K = P * H'* inv(H*P*H'+R) + K = np.dot(np.dot(self.P, self.H.T), np.linalg.inv(S)) #Eq.(11) + self.x = np.round(self.x + np.dot(K, (z - np.dot(self.H, self.x)))) #Eq.(12) + I = np.eye(self.H.shape[1]) + # Update error covariance matrix + self.P = (I - (K * self.H)) * self.P #Eq.(13) + return self.x[0:2] + + + + +def track (frame1, frame2, KF,hog,backSub): + + frame1 = imutils.resize(frame1, + width=min(300, frame1.shape[1])) + phi=math.pi + theta=math.pi + Ry=np.array([[math.cos(phi),0,math.sin(phi)],[0,1,0],[-math.sin(phi),0,math.cos(phi)]]) + Rx=np.array([[1,0,0],[0,math.cos(theta),-math.sin(theta)],[0,math.sin(theta),math.cos(theta)]]) + Rz=np.array([[math.cos(phi),0,math.sin(phi)],[0,1,0],[-math.sin(phi),0,math.cos(phi)]]) + + Cint_RGB= np.array([[F_RGB/xs_RGB , 0, frame1.shape[1]/2],[0,F_RGB/ys_RGB, frame1.shape[0]/2],[0,0,1]]) + Cint_T= np.array([[F_T/xs_T , 0, frame2.shape[1]/2],[0,F_T/ys_T, frame2.shape[0]/2],[0,0,1]]) + Cext_RGB_T=np.array([[1,0,Tx],[0,1,Ty],[0,0,1.5]]) + + H_RGB_T=np.matmul(Cint_RGB,np.matmul(Cext_RGB_T,np.linalg.inv(Cint_T))) + + frame2 = cv2.warpPerspective(frame2, H_RGB_T, [frame1.shape[1],frame1.shape[0]]) + + #frame2 = imutils.resize(frame2, + #width=frame1.shape[1]) + + # using a greyscale picture, also for faster detection + grayimg1 = cv2.cvtColor(frame1, cv2.COLOR_RGB2GRAY) + + + #RGB detection + boxes, weights = hog.detectMultiScale(grayimg1, winStride=(8,8),scale=1.02) + + boxes = np.array([[x, y, x + w, y + h] for (x, y, w, h) in boxes]) + + + + + #thermal detection + fgMask = backSub.apply(frame2) + + kernel = np.ones((2,2),np.uint8) + fgMask = cv2.dilate(fgMask, kernel, iterations=2) + + # Contour detection stage + contours, _ = cv2.findContours(fgMask, cv2.RETR_LIST, cv2.CHAIN_APPROX_NONE) + + areas = [cv2.contourArea(c) for c in contours] + centers=[] + for idx, val in enumerate(areas): + for (xA1, yA1, xB1, yB1) in boxes: + # Human blob filtration stage + if MIN_CNTR_HUMN_AREA <= val <= MAX_CNTR_HUMN_AREA: + cntr = contours[idx] + # Fitting bounding boxes over our contours of interest (humans) + x,y,w,h = cv2.boundingRect(cntr) + # Final bounding box coordinates + xA2 = x + yA2 = y + xB2 = x+w + yB2 = y+h + if boxes.size==0: + cv2.rectangle(frame1,(xA2,yA2),(xB2,yB2),(0,0,255),2) + + else : + dx = min(xB1, xB2) - max(xA1, xA2) + dy = min(yB1, yB2) - max(yA1, yA2) + #cv2.rectangle(frame1,(xA1,yA1),(xB1,yB1),(0,255,0),2) + cv2.rectangle(frame2,(xA2,yA2),(xB2,yB2),(0,0,255),2) + + if (dx>=0) and (dy>=0): + xA = max(xA1, xA2) + yA = max(yA1, yA2) + xB = min(xB1, xB2) + yB = min(yB1, yB2) + cv2.rectangle(frame1,(xA,yA),(xB,yB),(255,0,0),2) + x=(xA+xB)/2 + y=(yA+yB)/2 + centers.append(np.array([[x],[y]])) + + if (len(centers) > 0): + + (x1, y1) = KF.update(centers[0]) + else: + (x1,y1)=KF.predict() + + print(x1,y1) + + cv2.rectangle(frame1, (int (x1) - 30, int (y1) - 80), (int (x1) + 30, int (y1) + 80), (0, 255, 0), 2) + + return frame1 + + +class ConnectToROS: + def __init__(self): + + cv2.startWindowThread() + + #create output video + self.out = cv2.VideoWriter( + 'output_rgb.avi', + cv2.VideoWriter_fourcc(*'MJPG'), + 15., + (640,480)) + + #initialize Kalman filter and HOG SVM + self.KF = KalmanFilter(0.01, 1, 0, 0, .1,.1) + self.hog = cv2.HOGDescriptor() + self.hog.setSVMDetector(cv2.HOGDescriptor_getDefaultPeopleDetector()) + #background substractor + self.backSub = cv2.createBackgroundSubtractorMOG2() + + def processData(self,frame1,frame2): + frame=track(frame1,frame2,self.KF,self.hog,self.backSub); + return frame \ No newline at end of file diff --git a/vz_human_state_estimation/scripts/ros_interface.py b/vz_human_state_estimation/scripts/ros_interface.py new file mode 100755 index 0000000..d193645 --- /dev/null +++ b/vz_human_state_estimation/scripts/ros_interface.py @@ -0,0 +1,98 @@ +#! /usr/bin/python3 + +# ROS specific imports +import rospy +import message_filters +from sensor_msgs.msg import Image +from std_msgs.msg import String + +# Non ROS imports +import merged_detection_algorithm as mda +import cv2 +from cv_bridge import CvBridge, CvBridgeError + +UPDATE_RATE_HZ = 10 #hz for publishing bounding box later + +class ROSInterface: + def __init__(self): + # Initialize the two images as None + self.cv_rgbd_img = None + self.cv_thermal_img = None + self.cv_bounding_boxed_img = None + self.MDA = mda.ConnectToROS() + + # set up CV Bridge + self.bridge = CvBridge() + + #Image subscribers + rgbd_sub = message_filters.Subscriber("/D435i_raw",Image) + thermal_sub = message_filters.Subscriber("/flir_3_5_near_realsense_raw",Image) + + # todo: confirm the slop parameter with Paul Ghanem. 2 secs seems high + ats = message_filters.ApproximateTimeSynchronizer([rgbd_sub,thermal_sub],queue_size=10,slop=2.0) + ats.registerCallback(self.ats_callback) + + def ats_callback(self,rgbd_img_data,thermal_img_data): + self.cv_rgbd_img = self.bridge.imgmsg_to_cv2(rgbd_img_data) + self.cv_thermal_img = self.bridge.imgmsg_to_cv2(thermal_img_data) + self.cv_bounding_boxed_img = self.MDA.processData(self.cv_rgbd_img,self.cv_thermal_img) + + def run(self): + while not rospy.is_shutdown(): + if(self.cv_rgbd_img is None or self.cv_thermal_img is None or self.cv_bounding_boxed_img is None): + continue + try: + # Show images + cv2.imshow('D435i',cv2.resize(self.cv_rgbd_img,(600,800), interpolation = cv2.INTER_AREA)) + cv2.imshow('Thermal',cv2.resize(self.cv_thermal_img,(600,800), interpolation = cv2.INTER_AREA)) + cv2.imshow('BoundingBox',cv2.resize(self.cv_bounding_boxed_img,(600,800), interpolation = cv2.INTER_AREA)) + cv2.waitKey(3) + + except Exception as e: + rospy.logwarn(e) + +if __name__ == '__main__': + try: + rospy.init_node('merged_detection_algorithm_ros', anonymous=True) + interface = ROSInterface() + interface.run() + except rospy.ROSInterruptException: + print('Human Pose Detection Node Failed') + pass + cv2.destroyAllWindows() + + +# The following is just a simple subscriber. I think we need a time synced subscriber +# class ROSInterface: +# def __init__(self): +# # Initialize the two images as None +# self.cv_rgbd_img = None +# self.cv_thermal_img = None + +# # set up CV Bridge +# self.bridge = CvBridge() + +# #Image subscribers +# rospy.Subscriber("/D435i_raw",Image,self.rgbd_callback) +# rospy.Subscriber("/flir_3_5_near_realsense_raw",Image,self.thermal_callback) + +# def rgbd_callback(self,rgbd_img_data): +# self.cv_rgbd_img = self.bridge.imgmsg_to_cv2(rgbd_img_data) +# print('rgbd callback') + +# def thermal_callback(self,thermal_img_data): +# self.cv_thermal_img = self.bridge.imgmsg_to_cv2(thermal_img_data) +# print('thermal callback') + +# def run(self): +# while not rospy.is_shutdown(): +# if(self.cv_rgbd_img is None or self.cv_thermal_img is None): +# continue +# try: +# # Show images +# cv2.imshow('D435i',cv2.resize(self.cv_rgbd_img,(600,800), interpolation = cv2.INTER_AREA)) +# cv2.imshow('Thermal',cv2.resize(self.cv_thermal_img,(600,800), interpolation = cv2.INTER_AREA)) +# cv2.waitKey(3) + +# except Exception as e: +# rospy.logwarn(e) diff --git a/vz_ros_wrappers/CMakeLists.txt b/vz_ros_wrappers/CMakeLists.txt new file mode 100644 index 0000000..fc1766e --- /dev/null +++ b/vz_ros_wrappers/CMakeLists.txt @@ -0,0 +1,209 @@ +cmake_minimum_required(VERSION 3.0.2) +project(vz_ros_wrappers) + +## Compile as C++11, supported in ROS Kinetic and newer +# add_compile_options(-std=c++11) + +## Find catkin macros and libraries +## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz) +## is used, also find other catkin packages +find_package(catkin REQUIRED COMPONENTS + cv_bridge + # opencv2 # ananya this does not compile + roscpp + rospy + sensor_msgs + std_msgs +) + +## System dependencies are found with CMake's conventions +# find_package(Boost REQUIRED COMPONENTS system) + + +## Uncomment this if the package has a setup.py. This macro ensures +## modules and global scripts declared therein get installed +## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html +# catkin_python_setup() + +################################################ +## Declare ROS messages, services and actions ## +################################################ + +## To declare and build messages, services or actions from within this +## package, follow these steps: +## * Let MSG_DEP_SET be the set of packages whose message types you use in +## your messages/services/actions (e.g. std_msgs, actionlib_msgs, ...). +## * In the file package.xml: +## * add a build_depend tag for "message_generation" +## * add a build_depend and a exec_depend tag for each package in MSG_DEP_SET +## * If MSG_DEP_SET isn't empty the following dependency has been pulled in +## but can be declared for certainty nonetheless: +## * add a exec_depend tag for "message_runtime" +## * In this file (CMakeLists.txt): +## * add "message_generation" and every package in MSG_DEP_SET to +## find_package(catkin REQUIRED COMPONENTS ...) +## * add "message_runtime" and every package in MSG_DEP_SET to +## catkin_package(CATKIN_DEPENDS ...) +## * uncomment the add_*_files sections below as needed +## and list every .msg/.srv/.action file to be processed +## * uncomment the generate_messages entry below +## * add every package in MSG_DEP_SET to generate_messages(DEPENDENCIES ...) + +## Generate messages in the 'msg' folder +# add_message_files( +# FILES +# Message1.msg +# Message2.msg +# ) + +## Generate services in the 'srv' folder +# add_service_files( +# FILES +# Service1.srv +# Service2.srv +# ) + +## Generate actions in the 'action' folder +# add_action_files( +# FILES +# Action1.action +# Action2.action +# ) + +## Generate added messages and services with any dependencies listed here +# generate_messages( +# DEPENDENCIES +# sensor_msgs# std_msgs +# ) + +################################################ +## Declare ROS dynamic reconfigure parameters ## +################################################ + +## To declare and build dynamic reconfigure parameters within this +## package, follow these steps: +## * In the file package.xml: +## * add a build_depend and a exec_depend tag for "dynamic_reconfigure" +## * In this file (CMakeLists.txt): +## * add "dynamic_reconfigure" to +## find_package(catkin REQUIRED COMPONENTS ...) +## * uncomment the "generate_dynamic_reconfigure_options" section below +## and list every .cfg file to be processed + +## Generate dynamic reconfigure parameters in the 'cfg' folder +# generate_dynamic_reconfigure_options( +# cfg/DynReconf1.cfg +# cfg/DynReconf2.cfg +# ) + +################################### +## catkin specific configuration ## +################################### +## The catkin_package macro generates cmake config files for your package +## Declare things to be passed to dependent projects +## INCLUDE_DIRS: uncomment this if your package contains header files +## LIBRARIES: libraries you create in this project that dependent projects also need +## CATKIN_DEPENDS: catkin_packages dependent projects also need +## DEPENDS: system dependencies of this project that dependent projects also need +catkin_package( +# INCLUDE_DIRS include +# LIBRARIES vz_ros_wrappers +# CATKIN_DEPENDS cv_bridge opencv2 roscpp rospy sensor_msgs std_msgs +# DEPENDS system_lib +) + +########### +## Build ## +########### + +## Specify additional locations of header files +## Your package locations should be listed before other locations +include_directories( +# include + ${catkin_INCLUDE_DIRS} +) + +## Declare a C++ library +# add_library(${PROJECT_NAME} +# src/${PROJECT_NAME}/vz_ros_wrappers.cpp +# ) + +## Add cmake target dependencies of the library +## as an example, code may need to be generated before libraries +## either from message generation or dynamic reconfigure +# add_dependencies(${PROJECT_NAME} ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Declare a C++ executable +## With catkin_make all packages are built within a single CMake context +## The recommended prefix ensures that target names across packages don't collide +# add_executable(${PROJECT_NAME}_node src/vz_ros_wrappers_node.cpp) + +## Rename C++ executable without prefix +## The above recommended prefix causes long target names, the following renames the +## target back to the shorter version for ease of user use +## e.g. "rosrun someones_pkg node" instead of "rosrun someones_pkg someones_pkg_node" +# set_target_properties(${PROJECT_NAME}_node PROPERTIES OUTPUT_NAME node PREFIX "") + +## Add cmake target dependencies of the executable +## same as for the library above +# add_dependencies(${PROJECT_NAME}_node ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Specify libraries to link a library or executable target against +# target_link_libraries(${PROJECT_NAME}_node +# ${catkin_LIBRARIES} +# ) + +############# +## Install ## +############# + +# all install targets should use catkin DESTINATION variables +# See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html + +## Mark executable scripts (Python etc.) for installation +## in contrast to setup.py, you can choose the destination +# catkin_install_python(PROGRAMS +# scripts/my_python_script +# DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark executables for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html +# install(TARGETS ${PROJECT_NAME}_node +# RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark libraries for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html +# install(TARGETS ${PROJECT_NAME} +# ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# RUNTIME DESTINATION ${CATKIN_GLOBAL_BIN_DESTINATION} +# ) + +## Mark cpp header files for installation +# install(DIRECTORY include/${PROJECT_NAME}/ +# DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION} +# FILES_MATCHING PATTERN "*.h" +# PATTERN ".svn" EXCLUDE +# ) + +## Mark other files for installation (e.g. launch and bag files, etc.) +# install(FILES +# # myfile1 +# # myfile2 +# DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} +# ) + +############# +## Testing ## +############# + +## Add gtest based cpp test target and link libraries +# catkin_add_gtest(${PROJECT_NAME}-test test/test_vz_ros_wrappers.cpp) +# if(TARGET ${PROJECT_NAME}-test) +# target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME}) +# endif() + +## Add folders to be run by python nosetests +# catkin_add_nosetests(test) diff --git a/vz_ros_wrappers/README.md b/vz_ros_wrappers/README.md new file mode 100644 index 0000000..5ae9d57 --- /dev/null +++ b/vz_ros_wrappers/README.md @@ -0,0 +1,5 @@ +# Following ROS Wrappers inside this package +- FLIR_Lepton ROS Wrapper +ROS Wrapper for FLIR Lepton Camera interfacing through [GroupGets DevBoard](https://groupgets.com/manufacturers/getlab/products/purethermal-2-flir-lepton-smart-i-o-module). This is inside grab_thermal.py file +- ROS Wrapper for D435i intel realsense camera. Accesses the connection via USB and converts opencv images to ROS . This is inside grab_D435i.py file +- ROS Wrapper for respeasker. (Todo: Ask Utku Demir what his code looks like, I/O etc) diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch new file mode 100644 index 0000000..5e3bad1 --- /dev/null +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/vz_ros_wrappers/package.xml b/vz_ros_wrappers/package.xml new file mode 100644 index 0000000..450ab2e --- /dev/null +++ b/vz_ros_wrappers/package.xml @@ -0,0 +1,77 @@ + + + vz_ros_wrappers + 0.0.0 + The vz_ros_wrappers package + + + + + ananya + + + + + + TODO + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + catkin + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + cv_bridge + + roscpp + rospy + sensor_msgs + std_msgs + + + + + + + + diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py new file mode 100755 index 0000000..cc385e9 --- /dev/null +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -0,0 +1,90 @@ +#! /usr/bin/python3 +''' +Derived from this by Nathaniel Hanson : https://github.com/RIVeR-Lab/flir_lepton +Purpose: Capture images from D435i and republish. This is only for sim. Stretch has its own driver +''' + +# Future proofing python 2 +from __future__ import nested_scopes +from __future__ import generators +from __future__ import division +from __future__ import absolute_import +from __future__ import with_statement +from __future__ import print_function +# Standard package imports +import rospy +import tf2_ros +import sys +import os +import cv2 +import roslib +import math +import traceback +import numpy as np +from sensor_msgs.msg import Image +from cv_bridge import CvBridge, CvBridgeError +import time + +UPDATE_RATE = 33333333.333 # nanoseconds + +class D435i: + def __init__(self): + # Intialize empty stores for current image + self.D435i_image = None + # setup subscribed topics + # initialize ros/cv2 bridge + + # Note: when testing with your own video, replace with local file + self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') + + if not self.D435i_cap.isOpened(): + raise(Exception,'Unable to open video stream') + self.bridge = CvBridge() + self.D435i_pub = rospy.Publisher('/D435i_raw', Image, queue_size=100) + self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) + # self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) + + def publish_image(self, timer): + try: + if self.D435i_image is None: + return + + img_msg = self.bridge.cv2_to_imgmsg(self.D435i_image,encoding="passthrough") + img_msg.header.frame_id = 'D435i' + img_msg.header.stamp = rospy.Time.now() + + self.D435i_pub.publish(img_msg) + + except Exception as e: + print(traceback.print_exc()) + + # todo ananya: comment out function below later once fully ros integrated + def display_images(self, timer): + # if self.thermal_image is None: + if self.D435i_image is None: + return + try: + # Show images + cv2.imshow('D435i',cv2.resize(self.D435i_image,(600,800), interpolation = cv2.INTER_AREA)) + cv2.waitKey(3) + + except Exception as e: + rospy.logwarn(e) + + def run(self): + while not rospy.is_shutdown(): + ret, self.D435i_image = self.D435i_cap.read() + # Note : To read the input at the same frame rate as the recorded video, when using + # locally recorded video, uncomment the following and replace with (1/frame rate of video) + video_frame_rate_to_freq = 1/9 + time.sleep(video_frame_rate_to_freq) + +if __name__ == '__main__': + try: + rospy.init_node('D435i', anonymous=True) + processor = D435i() + processor.run() + except rospy.ROSInterruptException: + print('Image processing node failed!') + pass + cv2.destroyAllWindows() \ No newline at end of file diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py new file mode 100755 index 0000000..cf357d3 --- /dev/null +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -0,0 +1,97 @@ +#! /usr/bin/python3 +''' +Initial Author: Nathaniel Hanson +Date: 11/29/2021 +File: grab_thermal.py + +Purpose: Capture images from FLIR Lepton dev kit and republish +''' + +# Future proofing python 2 +from __future__ import nested_scopes +from __future__ import generators +from __future__ import division +from __future__ import absolute_import +from __future__ import with_statement +from __future__ import print_function +# Standard package imports +import rospy +import tf2_ros +import sys +import os +import cv2 +import roslib +import math +import traceback +import numpy as np +from sensor_msgs.msg import Image +from cv_bridge import CvBridge, CvBridgeError +import time + +UPDATE_RATE = 33333333.333 # nanoseconds + +class FLIR_LEPTON: + def __init__(self): + # Intialize empty stores for current image + self.thermal_image = None + + # setup subscribed topics + # initialize ros/cv2 bridge + + # the following depends on usb port we plug into + # for the vz project stretch robot, the top aux usb is video6 + # Note: when testing with your own video, replace with local file + + self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') + # self.thermal_cap = cv2.VideoCapture('/dev/video6') + + if not self.thermal_cap.isOpened(): + raise(Exception,'Unable to open video stream') + self.bridge = CvBridge() + self.thermal_pub = rospy.Publisher('/flir_3_5_near_realsense_raw', Image, queue_size=100) + self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) + # self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) + + def publish_image(self, timer): + try: + if self.thermal_image is None: + return + + img_msg = self.bridge.cv2_to_imgmsg(self.thermal_image, encoding="passthrough") + img_msg.header.frame_id = 'flir_3_5_near_realsense' + img_msg.header.stamp = rospy.Time.now() + self.thermal_pub.publish(img_msg) + + except Exception as e: + print(traceback.print_exc()) + + # todo ananya: comment out function below later once fully ros integrated + def display_images(self, timer): + if self.thermal_image is None: + return + try: + # Show images + cv2.imshow('Lepton',cv2.resize(self.thermal_image,(600,800), interpolation = cv2.INTER_AREA)) + cv2.waitKey(3) + + except Exception as e: + rospy.logwarn(e) + + def run(self): + while not rospy.is_shutdown(): + ret, self.thermal_image = self.thermal_cap.read() + # Note : To read the input at the same frame rate as the recorded video, when using + # locally recorded video, uncomment the following and replace with (1/frame rate of video) + # Comment the following two lines when running on the robot + video_frame_rate_to_freq = 1/7 + time.sleep(video_frame_rate_to_freq) + +if __name__ == '__main__': + try: + rospy.init_node('FLIRLepton', anonymous=True) + processor = FLIR_LEPTON() + processor.run() + except rospy.ROSInterruptException: + print('Image processing node failed!') + pass + cv2.destroyAllWindows() \ No newline at end of file From f1d2b7c2053bf8f1f61c143d1cd2e98cb3bb94fc Mon Sep 17 00:00:00 2001 From: trivediana Date: Tue, 8 Mar 2022 13:00:40 -0500 Subject: [PATCH 05/49] Displaying data when using grab.py files for data collect purposes. should uncomment on the robot i think --- vz_ros_wrappers/scripts/grab_D435i.py | 2 +- vz_ros_wrappers/scripts/grab_thermal.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index cc385e9..fec0c37 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -42,7 +42,7 @@ class D435i: self.bridge = CvBridge() self.D435i_pub = rospy.Publisher('/D435i_raw', Image, queue_size=100) self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) - # self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) + self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) def publish_image(self, timer): try: diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py index cf357d3..4b9aa36 100755 --- a/vz_ros_wrappers/scripts/grab_thermal.py +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -50,7 +50,7 @@ class FLIR_LEPTON: self.bridge = CvBridge() self.thermal_pub = rospy.Publisher('/flir_3_5_near_realsense_raw', Image, queue_size=100) self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) - # self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) + self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) def publish_image(self, timer): try: From d74ee230448041a3e52a6fcfb59c823543a83a3c Mon Sep 17 00:00:00 2001 From: trivediana Date: Tue, 8 Mar 2022 13:09:48 -0500 Subject: [PATCH 06/49] Rotate and comment the sleep part --- vz_ros_wrappers/scripts/grab_D435i.py | 9 +++++++-- vz_ros_wrappers/scripts/grab_thermal.py | 9 +++++++-- 2 files changed, 14 insertions(+), 4 deletions(-) diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index fec0c37..f58775e 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -74,10 +74,15 @@ class D435i: def run(self): while not rospy.is_shutdown(): ret, self.D435i_image = self.D435i_cap.read() + + ##### NOTE: Change rotation based on what you see ######## + self.D435i_image = cv2.rotate(self.D435i_image,cv2.ROTATE_90_CLOCKWISE) + ################################################################ + # Note : To read the input at the same frame rate as the recorded video, when using # locally recorded video, uncomment the following and replace with (1/frame rate of video) - video_frame_rate_to_freq = 1/9 - time.sleep(video_frame_rate_to_freq) + # video_frame_rate_to_freq = 1/9 + # time.sleep(video_frame_rate_to_freq) if __name__ == '__main__': try: diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py index 4b9aa36..dd4f3f1 100755 --- a/vz_ros_wrappers/scripts/grab_thermal.py +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -80,11 +80,16 @@ class FLIR_LEPTON: def run(self): while not rospy.is_shutdown(): ret, self.thermal_image = self.thermal_cap.read() + + ##### NOTE: Change rotation based on what you see ######## + self.thermal_image = cv2.rotate(self.thermal_image,cv2.ROTATE_180) + ################################################################ + # Note : To read the input at the same frame rate as the recorded video, when using # locally recorded video, uncomment the following and replace with (1/frame rate of video) # Comment the following two lines when running on the robot - video_frame_rate_to_freq = 1/7 - time.sleep(video_frame_rate_to_freq) + # video_frame_rate_to_freq = 1/7 + # time.sleep(video_frame_rate_to_freq) if __name__ == '__main__': try: From 7fb258bac841f130317077e84be87283c58fecc1 Mon Sep 17 00:00:00 2001 From: trivediana Date: Tue, 8 Mar 2022 13:29:13 -0500 Subject: [PATCH 07/49] more cleanup --- vz_ros_wrappers/scripts/grab_D435i.py | 4 ++-- vz_ros_wrappers/scripts/grab_thermal.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index f58775e..c26b4cf 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -35,8 +35,8 @@ class D435i: # initialize ros/cv2 bridge # Note: when testing with your own video, replace with local file - self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') - + # self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') + self.thermal_cap = cv2.VideoCapture('/dev/video6') if not self.D435i_cap.isOpened(): raise(Exception,'Unable to open video stream') self.bridge = CvBridge() diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py index dd4f3f1..2813d77 100755 --- a/vz_ros_wrappers/scripts/grab_thermal.py +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -42,8 +42,8 @@ class FLIR_LEPTON: # for the vz project stretch robot, the top aux usb is video6 # Note: when testing with your own video, replace with local file - self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') - # self.thermal_cap = cv2.VideoCapture('/dev/video6') + # self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') + self.thermal_cap = cv2.VideoCapture('/dev/video6') if not self.thermal_cap.isOpened(): raise(Exception,'Unable to open video stream') From 43e23d9b7daa6d17f9cb02d6a7db3535a7308474 Mon Sep 17 00:00:00 2001 From: trivediana Date: Tue, 8 Mar 2022 15:02:37 -0500 Subject: [PATCH 08/49] fix cap typo --- vz_ros_wrappers/scripts/grab_D435i.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index c26b4cf..9118c4c 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -35,8 +35,8 @@ class D435i: # initialize ros/cv2 bridge # Note: when testing with your own video, replace with local file - # self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') - self.thermal_cap = cv2.VideoCapture('/dev/video6') + self.D435i_cap = cv2.VideoCapture('/dev/video4') + if not self.D435i_cap.isOpened(): raise(Exception,'Unable to open video stream') self.bridge = CvBridge() From 8bc9b164e4e2bd02380a5b87e4ba28a5541782f3 Mon Sep 17 00:00:00 2001 From: trivediana Date: Tue, 8 Mar 2022 19:39:26 -0500 Subject: [PATCH 09/49] flipping flickering fixed --- .../launch/human_state_estimation.launch | 2 ++ .../scripts/ros_interface.py | 31 ++++++++++++++++--- .../launch/D435i_and_Lepton.launch | 2 ++ vz_ros_wrappers/scripts/grab_D435i.py | 23 +++++++++++--- vz_ros_wrappers/scripts/grab_thermal.py | 22 ++++++++++--- 5 files changed, 66 insertions(+), 14 deletions(-) diff --git a/vz_human_state_estimation/launch/human_state_estimation.launch b/vz_human_state_estimation/launch/human_state_estimation.launch index 641dbea..ef5cdb8 100644 --- a/vz_human_state_estimation/launch/human_state_estimation.launch +++ b/vz_human_state_estimation/launch/human_state_estimation.launch @@ -1,3 +1,5 @@ + + \ No newline at end of file diff --git a/vz_human_state_estimation/scripts/ros_interface.py b/vz_human_state_estimation/scripts/ros_interface.py index d193645..21453a3 100755 --- a/vz_human_state_estimation/scripts/ros_interface.py +++ b/vz_human_state_estimation/scripts/ros_interface.py @@ -19,6 +19,15 @@ class ROSInterface: self.cv_rgbd_img = None self.cv_thermal_img = None self.cv_bounding_boxed_img = None + + # Images for display and passing to human state estimation node + # They will be rotated based on parameter /flip_images_human_state_est + self.cv_rgbd_img_probably_rotated = None + self.cv_thermal_img_probably_rotated = None + + # To flip or not to flip... + self.flip_images_human_state_est = rospy.get_param('flip_images_human_state_est') + self.MDA = mda.ConnectToROS() # set up CV Bridge @@ -35,16 +44,30 @@ class ROSInterface: def ats_callback(self,rgbd_img_data,thermal_img_data): self.cv_rgbd_img = self.bridge.imgmsg_to_cv2(rgbd_img_data) self.cv_thermal_img = self.bridge.imgmsg_to_cv2(thermal_img_data) - self.cv_bounding_boxed_img = self.MDA.processData(self.cv_rgbd_img,self.cv_thermal_img) + + # Rotate if needed + # Show images and pass onto human state estimation flipped if following true + # This is done because the raw images captured from rgbd and thermal cameras are oriented incorrect + + if(self.flip_images_human_state_est == True): + ##### NOTE: Change rotation based on what you see ######## + self.cv_rgbd_img_probably_rotated = cv2.rotate(self.cv_rgbd_img,cv2.ROTATE_90_CLOCKWISE) + self.cv_thermal_img_probably_rotated = cv2.rotate(self.cv_thermal_img,cv2.ROTATE_180) + else: + self.cv_rgbd_img_probably_rotated = self.cv_rgbd_img + self.cv_thermal_img_probably_rotated = self.cv_thermal_img + + # Call the human state estimation code via processData interface + self.cv_bounding_boxed_img = self.MDA.processData(self.cv_rgbd_img_probably_rotated,self.cv_thermal_img_probably_rotated) def run(self): while not rospy.is_shutdown(): - if(self.cv_rgbd_img is None or self.cv_thermal_img is None or self.cv_bounding_boxed_img is None): + if(self.cv_rgbd_img_probably_rotated is None or self.cv_thermal_img_probably_rotated is None or self.cv_bounding_boxed_img is None): continue try: # Show images - cv2.imshow('D435i',cv2.resize(self.cv_rgbd_img,(600,800), interpolation = cv2.INTER_AREA)) - cv2.imshow('Thermal',cv2.resize(self.cv_thermal_img,(600,800), interpolation = cv2.INTER_AREA)) + cv2.imshow('D435i',cv2.resize(self.cv_rgbd_img_probably_rotated,(600,800), interpolation = cv2.INTER_AREA)) + cv2.imshow('Thermal',cv2.resize(self.cv_thermal_img_probably_rotated,(600,800), interpolation = cv2.INTER_AREA)) cv2.imshow('BoundingBox',cv2.resize(self.cv_bounding_boxed_img,(600,800), interpolation = cv2.INTER_AREA)) cv2.waitKey(3) diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch index 5e3bad1..5e59c99 100644 --- a/vz_ros_wrappers/launch/D435i_and_Lepton.launch +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -1,4 +1,6 @@ + + \ No newline at end of file diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index 9118c4c..ea2df24 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -31,11 +31,18 @@ class D435i: def __init__(self): # Intialize empty stores for current image self.D435i_image = None + # The following image will be flipped or not based on parameter /flip_images_grab_data + self.D4355i_image_for_display = None + + # To flip or not to flip.. + self.flip_images_grab_data = rospy.get_param('flip_images_grab_data') + # setup subscribed topics # initialize ros/cv2 bridge # Note: when testing with your own video, replace with local file self.D435i_cap = cv2.VideoCapture('/dev/video4') + # self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') if not self.D435i_cap.isOpened(): raise(Exception,'Unable to open video stream') @@ -60,12 +67,18 @@ class D435i: # todo ananya: comment out function below later once fully ros integrated def display_images(self, timer): - # if self.thermal_image is None: if self.D435i_image is None: return try: # Show images - cv2.imshow('D435i',cv2.resize(self.D435i_image,(600,800), interpolation = cv2.INTER_AREA)) + if(self.flip_images_grab_data == True): + ##### NOTE: Change rotation based on what you see ######## + self.D4355i_image_for_display = cv2.rotate(self.D435i_image,cv2.ROTATE_90_CLOCKWISE) + ################################################################ + else: + self.D4355i_image_for_display = self.D435i_image + + cv2.imshow('D435i',cv2.resize(self.D4355i_image_for_display,(600,800), interpolation = cv2.INTER_AREA)) cv2.waitKey(3) except Exception as e: @@ -75,9 +88,9 @@ class D435i: while not rospy.is_shutdown(): ret, self.D435i_image = self.D435i_cap.read() - ##### NOTE: Change rotation based on what you see ######## - self.D435i_image = cv2.rotate(self.D435i_image,cv2.ROTATE_90_CLOCKWISE) - ################################################################ + # ##### NOTE: Change rotation based on what you see ######## + # self.D435i_image = cv2.rotate(self.D435i_image,cv2.ROTATE_90_CLOCKWISE) + # ################################################################ # Note : To read the input at the same frame rate as the recorded video, when using # locally recorded video, uncomment the following and replace with (1/frame rate of video) diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py index 2813d77..9279e3b 100755 --- a/vz_ros_wrappers/scripts/grab_thermal.py +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -34,6 +34,11 @@ class FLIR_LEPTON: def __init__(self): # Intialize empty stores for current image self.thermal_image = None + # The following image will be flipped or not based on parameter /flip_images_grab_data + self.thermal_image_for_display = None + + # To flip or not to flip.. + self.flip_images_grab_data = rospy.get_param('flip_images_grab_data') # setup subscribed topics # initialize ros/cv2 bridge @@ -42,8 +47,8 @@ class FLIR_LEPTON: # for the vz project stretch robot, the top aux usb is video6 # Note: when testing with your own video, replace with local file - # self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') self.thermal_cap = cv2.VideoCapture('/dev/video6') + # self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') if not self.thermal_cap.isOpened(): raise(Exception,'Unable to open video stream') @@ -71,7 +76,14 @@ class FLIR_LEPTON: return try: # Show images - cv2.imshow('Lepton',cv2.resize(self.thermal_image,(600,800), interpolation = cv2.INTER_AREA)) + if(self.flip_images_grab_data == True): + ##### NOTE: Change rotation based on what you see ######## + self.thermal_image_for_display = cv2.rotate(self.thermal_image,cv2.ROTATE_180) + ################################################################ + else: + self.thermal_image_for_display = self.thermal_image + + cv2.imshow('Lepton',cv2.resize(self.thermal_image_for_display,(600,800), interpolation = cv2.INTER_AREA)) cv2.waitKey(3) except Exception as e: @@ -81,9 +93,9 @@ class FLIR_LEPTON: while not rospy.is_shutdown(): ret, self.thermal_image = self.thermal_cap.read() - ##### NOTE: Change rotation based on what you see ######## - self.thermal_image = cv2.rotate(self.thermal_image,cv2.ROTATE_180) - ################################################################ + # ##### NOTE: Change rotation based on what you see ######## + # self.thermal_image = cv2.rotate(self.thermal_image,cv2.ROTATE_180) + # ################################################################ # Note : To read the input at the same frame rate as the recorded video, when using # locally recorded video, uncomment the following and replace with (1/frame rate of video) From 7846746dfbaab5fb67ad933539ca2dd830f73825 Mon Sep 17 00:00:00 2001 From: trivediana Date: Thu, 10 Mar 2022 10:35:51 -0500 Subject: [PATCH 10/49] Some comments --- .../scripts/merged_detection_algorithm.py | 8 ++++++++ vz_human_state_estimation/scripts/ros_interface.py | 4 ++++ 2 files changed, 12 insertions(+) diff --git a/vz_human_state_estimation/scripts/merged_detection_algorithm.py b/vz_human_state_estimation/scripts/merged_detection_algorithm.py index 57c9194..06909f4 100644 --- a/vz_human_state_estimation/scripts/merged_detection_algorithm.py +++ b/vz_human_state_estimation/scripts/merged_detection_algorithm.py @@ -184,6 +184,8 @@ def track (frame1, frame2, KF,hog,backSub): return frame1 +# All sub classes for your code should be initialized in this class. +# e.g. Here we initialize the Kalman Filter, HOG, BackSub class ConnectToROS: def __init__(self): @@ -203,6 +205,12 @@ class ConnectToROS: #background substractor self.backSub = cv2.createBackgroundSubtractorMOG2() + # This is the main interface function between your code and ROS + # The overall algorithm takes in frame1: rgbd images, frame2: thermal images + # A third input parameter crucial not detailed here will be parameters not expected to change over time + # e.g. neural network weights. + # So expect your function call to look like 'processData(input1,..,inputn, parameterlist)' + # Output : frame: Bounding Boxed image def processData(self,frame1,frame2): frame=track(frame1,frame2,self.KF,self.hog,self.backSub); return frame \ No newline at end of file diff --git a/vz_human_state_estimation/scripts/ros_interface.py b/vz_human_state_estimation/scripts/ros_interface.py index 21453a3..67d9b53 100755 --- a/vz_human_state_estimation/scripts/ros_interface.py +++ b/vz_human_state_estimation/scripts/ros_interface.py @@ -41,6 +41,9 @@ class ROSInterface: ats = message_filters.ApproximateTimeSynchronizer([rgbd_sub,thermal_sub],queue_size=10,slop=2.0) ats.registerCallback(self.ats_callback) + # Once we receive rgbd and thermal images, which are also periodically received by this function + # We call this ats_callback function. This is also where we call the processData function to interface + # with other algorithms e.g. Human State Estimation and procure their outputs def ats_callback(self,rgbd_img_data,thermal_img_data): self.cv_rgbd_img = self.bridge.imgmsg_to_cv2(rgbd_img_data) self.cv_thermal_img = self.bridge.imgmsg_to_cv2(thermal_img_data) @@ -58,6 +61,7 @@ class ROSInterface: self.cv_thermal_img_probably_rotated = self.cv_thermal_img # Call the human state estimation code via processData interface + # This is where we will iteratively call the algorithms to obtain outputs eg. bounding boxes self.cv_bounding_boxed_img = self.MDA.processData(self.cv_rgbd_img_probably_rotated,self.cv_thermal_img_probably_rotated) def run(self): From d801106193b0255b7e9fdc25c05e4e6997efe6a7 Mon Sep 17 00:00:00 2001 From: Lisa Byrne <93141618+libyrne@users.noreply.github.com> Date: Thu, 10 Mar 2022 11:09:40 -0500 Subject: [PATCH 11/49] Update grab_D435i.py Typo --- vz_ros_wrappers/scripts/grab_D435i.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index ea2df24..7f549d0 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -1,6 +1,6 @@ #! /usr/bin/python3 ''' -Derived from this by Nathaniel Hanson : https://github.com/RIVeR-Lab/flir_lepton +Derived this from Nathaniel Hanson : https://github.com/RIVeR-Lab/flir_lepton Purpose: Capture images from D435i and republish. This is only for sim. Stretch has its own driver ''' @@ -105,4 +105,4 @@ if __name__ == '__main__': except rospy.ROSInterruptException: print('Image processing node failed!') pass - cv2.destroyAllWindows() \ No newline at end of file + cv2.destroyAllWindows() From 47ee695f8796aa26d613491ee7bbdbac7271b516 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Thu, 10 Mar 2022 13:00:54 -0500 Subject: [PATCH 12/49] ignore .vscode --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 38b8149..ad9167c 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +**/.vscode + # Emacs related *~ \#*\# From f3cfec8bb57415d1720823e02cf7df7b1d6b1051 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Thu, 10 Mar 2022 13:02:40 -0500 Subject: [PATCH 13/49] Added a node to compress the D435i images --- vz_ros_wrappers/launch/D435i_and_Lepton.launch | 2 ++ 1 file changed, 2 insertions(+) diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch index 5e59c99..3bc7305 100644 --- a/vz_ros_wrappers/launch/D435i_and_Lepton.launch +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -1,6 +1,8 @@ + \ No newline at end of file From deeb52280456af776442bd420a9483a33e0b2abe Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Thu, 10 Mar 2022 13:04:27 -0500 Subject: [PATCH 14/49] changed /D435i_raw to /D435i/image_raw for the image compression in launch file --- vz_human_state_estimation/scripts/ros_interface.py | 2 +- vz_ros_wrappers/scripts/grab_D435i.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/vz_human_state_estimation/scripts/ros_interface.py b/vz_human_state_estimation/scripts/ros_interface.py index 67d9b53..5ad12bd 100755 --- a/vz_human_state_estimation/scripts/ros_interface.py +++ b/vz_human_state_estimation/scripts/ros_interface.py @@ -34,7 +34,7 @@ class ROSInterface: self.bridge = CvBridge() #Image subscribers - rgbd_sub = message_filters.Subscriber("/D435i_raw",Image) + rgbd_sub = message_filters.Subscriber("/D435i/image_raw",Image) thermal_sub = message_filters.Subscriber("/flir_3_5_near_realsense_raw",Image) # todo: confirm the slop parameter with Paul Ghanem. 2 secs seems high diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index 7f549d0..39ede80 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -47,7 +47,7 @@ class D435i: if not self.D435i_cap.isOpened(): raise(Exception,'Unable to open video stream') self.bridge = CvBridge() - self.D435i_pub = rospy.Publisher('/D435i_raw', Image, queue_size=100) + self.D435i_pub = rospy.Publisher('/D435i/image_raw', Image, queue_size=100) self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) From 3e731749953520fb3cb306108b8333c923ed3d2a Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 14 Mar 2022 17:55:28 -0400 Subject: [PATCH 15/49] Lisa conquering audio one wav at a time --- vz_ros_wrappers/CMakeLists.txt | 42 +++- .../audio_common_msgs/CMakeLists.txt | 12 + .../audio_common_msgs/msg/AudioData.msg | 1 + .../audio_common_msgs/msg/AudioInfo.msg | 12 + vz_ros_wrappers/audio_common_msgs/package.xml | 20 ++ vz_ros_wrappers/launch/audio.launch | 13 + vz_ros_wrappers/package.xml | 8 + vz_ros_wrappers/scripts/audio_capture.cpp | 236 ++++++++++++++++++ vz_ros_wrappers/scripts/unit8_to_wav.py | 37 +++ 9 files changed, 369 insertions(+), 12 deletions(-) create mode 100644 vz_ros_wrappers/audio_common_msgs/CMakeLists.txt create mode 100644 vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg create mode 100644 vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg create mode 100644 vz_ros_wrappers/audio_common_msgs/package.xml create mode 100644 vz_ros_wrappers/launch/audio.launch create mode 100644 vz_ros_wrappers/scripts/audio_capture.cpp create mode 100644 vz_ros_wrappers/scripts/unit8_to_wav.py diff --git a/vz_ros_wrappers/CMakeLists.txt b/vz_ros_wrappers/CMakeLists.txt index fc1766e..980fad1 100644 --- a/vz_ros_wrappers/CMakeLists.txt +++ b/vz_ros_wrappers/CMakeLists.txt @@ -12,12 +12,16 @@ find_package(catkin REQUIRED COMPONENTS # opencv2 # ananya this does not compile roscpp rospy + audio_common_msgs sensor_msgs std_msgs ) +find_package(PkgConfig) +pkg_check_modules(GST1.0 gstreamer-1.0 REQUIRED) + ## System dependencies are found with CMake's conventions -# find_package(Boost REQUIRED COMPONENTS system) +find_package(Boost REQUIRED COMPONENTS thread) ## Uncomment this if the package has a setup.py. This macro ensures @@ -121,6 +125,8 @@ catkin_package( include_directories( # include ${catkin_INCLUDE_DIRS} + ${Boost_INCLUDE_DIRS} + ${GST1.0_INCLUDE_DIRS} ) ## Declare a C++ library @@ -136,7 +142,8 @@ include_directories( ## Declare a C++ executable ## With catkin_make all packages are built within a single CMake context ## The recommended prefix ensures that target names across packages don't collide -# add_executable(${PROJECT_NAME}_node src/vz_ros_wrappers_node.cpp) +add_executable(audio_capture scripts/audio_capture.cpp) +add_executable(audio_play scripts/audio_play.cpp) ## Rename C++ executable without prefix ## The above recommended prefix causes long target names, the following renames the @@ -146,12 +153,20 @@ include_directories( ## Add cmake target dependencies of the executable ## same as for the library above -# add_dependencies(${PROJECT_NAME}_node ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) +add_dependencies(audio_capture ${catkin_EXPORTED_TARGETS}) +add_dependencies(audio_play ${catkin_EXPORTED_TARGETS}) ## Specify libraries to link a library or executable target against -# target_link_libraries(${PROJECT_NAME}_node -# ${catkin_LIBRARIES} -# ) +target_link_libraries(audio_capture + ${catkin_LIBRARIES} + ${GST1.0_LIBRARIES} + ${Boost_LIBRARIES} +) +target_link_libraries(audio_play + ${catkin_LIBRARIES} + ${GST1.0_LIBRARIES} + ${Boost_LIBRARIES} +) ############# ## Install ## @@ -169,9 +184,12 @@ include_directories( ## Mark executables for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html -# install(TARGETS ${PROJECT_NAME}_node -# RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} -# ) +install(TARGETS audio_capture + DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +) +install(TARGETS audio_play + DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +) ## Mark libraries for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html @@ -182,11 +200,11 @@ include_directories( # ) ## Mark cpp header files for installation -# install(DIRECTORY include/${PROJECT_NAME}/ -# DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION} +install(DIRECTORY launch + DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} # FILES_MATCHING PATTERN "*.h" # PATTERN ".svn" EXCLUDE -# ) +) ## Mark other files for installation (e.g. launch and bag files, etc.) # install(FILES diff --git a/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt b/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt new file mode 100644 index 0000000..eb37935 --- /dev/null +++ b/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt @@ -0,0 +1,12 @@ +cmake_minimum_required(VERSION 2.8.3) + +project(audio_common_msgs) + +find_package(catkin REQUIRED COMPONENTS message_generation) +add_message_files(DIRECTORY msg FILES + AudioData.msg + AudioInfo.msg + ) +generate_messages() + +catkin_package(CATKIN_DEPENDS message_runtime) \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg b/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg new file mode 100644 index 0000000..1735052 --- /dev/null +++ b/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg @@ -0,0 +1 @@ +uint8[] data \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg b/vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg new file mode 100644 index 0000000..1e0a539 --- /dev/null +++ b/vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg @@ -0,0 +1,12 @@ +# This message contains the audio meta data + +# Number of channels +uint8 channels +# Sampling rate [Hz] +uint32 sample_rate +# Audio format (e.g. S16LE) +string sample_format +# Amount of audio data per second [bits/s] +uint32 bitrate +# Audio coding format (e.g. WAVE, MP3) +string coding_format \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/package.xml b/vz_ros_wrappers/audio_common_msgs/package.xml new file mode 100644 index 0000000..f20f24b --- /dev/null +++ b/vz_ros_wrappers/audio_common_msgs/package.xml @@ -0,0 +1,20 @@ + + audio_common_msgs + 0.3.12 + + Messages for transmitting audio via ROS + + Austin Hendrix + Shingo Kitagawa + Nate Koenig + BSD + http://ros.org/wiki/audio_common_msgs + https://github.com/ros-drivers/audio_common + https://github.com/ros-drivers/audio_common/issues + + catkin + + message_generation + + message_runtime + \ No newline at end of file diff --git a/vz_ros_wrappers/launch/audio.launch b/vz_ros_wrappers/launch/audio.launch new file mode 100644 index 0000000..3bf24f7 --- /dev/null +++ b/vz_ros_wrappers/launch/audio.launch @@ -0,0 +1,13 @@ + + + + + + + + + + + + + \ No newline at end of file diff --git a/vz_ros_wrappers/package.xml b/vz_ros_wrappers/package.xml index 450ab2e..795a7b5 100644 --- a/vz_ros_wrappers/package.xml +++ b/vz_ros_wrappers/package.xml @@ -52,8 +52,11 @@ cv_bridge roscpp + audio_common_msgs rospy sensor_msgs + libgstreamer1.0-dev + libgstreamer-plugins-base1.0-dev std_msgs cv_bridge @@ -68,6 +71,11 @@ sensor_msgs std_msgs + audio_common_msgs + gstreamer1.0 + gstreamer1.0-plugins-base + gstreamer1.0-plugins-good + gstreamer1.0-plugins-ugly diff --git a/vz_ros_wrappers/scripts/audio_capture.cpp b/vz_ros_wrappers/scripts/audio_capture.cpp new file mode 100644 index 0000000..354dca3 --- /dev/null +++ b/vz_ros_wrappers/scripts/audio_capture.cpp @@ -0,0 +1,236 @@ +#include +#include +#include +#include + +#include + +#include "audio_common_msgs/AudioData.h" +#include "audio_common_msgs/AudioInfo.h" + +namespace audio_transport +{ + class RosGstCapture + { + public: + RosGstCapture() + { + _bitrate = 192; + + std::string dst_type; + + // Need to encoding or publish raw wave data + ros::param::param("~format", _format, "mp3"); + ros::param::param("~sample_format", _sample_format, "S16LE"); + + // The bitrate at which to encode the audio + ros::param::param("~bitrate", _bitrate, 192); + + // only available for raw data + ros::param::param("~channels", _channels, 1); + ros::param::param("~depth", _depth, 16); + ros::param::param("~sample_rate", _sample_rate, 16000); + + // The destination of the audio + ros::param::param("~dst", dst_type, "appsink"); + + // The source of the audio + //ros::param::param("~src", source_type, "alsasrc"); + std::string device; + ros::param::param("~device", device, ""); + + _pub = _nh.advertise("audio", 10, true); + _pub_info = _nh.advertise("audio_info", 1, true); + + _loop = g_main_loop_new(NULL, false); + _pipeline = gst_pipeline_new("ros_pipeline"); + _bus = gst_pipeline_get_bus(GST_PIPELINE(_pipeline)); + gst_bus_add_signal_watch(_bus); + g_signal_connect(_bus, "message::error", + G_CALLBACK(onMessage), this); + g_object_unref(_bus); + + // We create the sink first, just for convenience + if (dst_type == "appsink") + { + _sink = gst_element_factory_make("appsink", "sink"); + g_object_set(G_OBJECT(_sink), "emit-signals", true, NULL); + g_object_set(G_OBJECT(_sink), "max-buffers", 100, NULL); + g_signal_connect( G_OBJECT(_sink), "new-sample", + G_CALLBACK(onNewBuffer), this); + } + else + { + ROS_INFO("file sink to %s", dst_type.c_str()); + _sink = gst_element_factory_make("filesink", "sink"); + g_object_set( G_OBJECT(_sink), "location", dst_type.c_str(), NULL); + } + + _source = gst_element_factory_make("alsasrc", "source"); + // if device isn't specified, it will use the default which is + // the alsa default source. + // A valid device will be of the foram hw:0,0 with other numbers + // than 0 and 0 as are available. + if (device != "") + { + // ghcar *gst_device = device.c_str(); + g_object_set(G_OBJECT(_source), "device", device.c_str(), NULL); + } + + GstCaps *caps; + caps = gst_caps_new_simple("audio/x-raw", + "format", G_TYPE_STRING, _sample_format.c_str(), + "channels", G_TYPE_INT, _channels, + "width", G_TYPE_INT, _depth, + "depth", G_TYPE_INT, _depth, + "rate", G_TYPE_INT, _sample_rate, + "signed", G_TYPE_BOOLEAN, TRUE, + NULL); + + gboolean link_ok; + if (_format == "mp3"){ + _filter = gst_element_factory_make("capsfilter", "filter"); + g_object_set( G_OBJECT(_filter), "caps", caps, NULL); + gst_caps_unref(caps); + + _convert = gst_element_factory_make("audioconvert", "convert"); + if (!_convert) { + ROS_ERROR_STREAM("Failed to create audioconvert element"); + exitOnMainThread(1); + } + + _encode = gst_element_factory_make("lamemp3enc", "encoder"); + if (!_encode) { + ROS_ERROR_STREAM("Failed to create encoder element"); + exitOnMainThread(1); + } + g_object_set( G_OBJECT(_encode), "target", 1, NULL); + g_object_set( G_OBJECT(_encode), "bitrate", _bitrate, NULL); + + gst_bin_add_many( GST_BIN(_pipeline), _source, _filter, _convert, _encode, _sink, NULL); + link_ok = gst_element_link_many(_source, _filter, _convert, _encode, _sink, NULL); + } else if (_format == "wave") { + if (dst_type == "appsink") { + g_object_set( G_OBJECT(_sink), "caps", caps, NULL); + gst_caps_unref(caps); + gst_bin_add_many( GST_BIN(_pipeline), _source, _sink, NULL); + link_ok = gst_element_link_many( _source, _sink, NULL); + } else { + _filter = gst_element_factory_make("wavenc", "filter"); + gst_bin_add_many( GST_BIN(_pipeline), _source, _filter, _sink, NULL); + link_ok = gst_element_link_many( _source, _filter, _sink, NULL); + } + } else { + ROS_ERROR_STREAM("format must be \"wave\" or \"mp3\""); + exitOnMainThread(1); + } + /*} + else + { + _sleep_time = 10000; + _source = gst_element_factory_make("filesrc", "source"); + g_object_set(G_OBJECT(_source), "location", source_type.c_str(), NULL); + + gst_bin_add_many( GST_BIN(_pipeline), _source, _sink, NULL); + gst_element_link_many(_source, _sink, NULL); + } + */ + + if (!link_ok) { + ROS_ERROR_STREAM("Unsupported media type."); + exitOnMainThread(1); + } + + gst_element_set_state(GST_ELEMENT(_pipeline), GST_STATE_PLAYING); + + _gst_thread = boost::thread( boost::bind(g_main_loop_run, _loop) ); + + audio_common_msgs::AudioInfo info_msg; + info_msg.channels = _channels; + info_msg.sample_rate = _sample_rate; + info_msg.sample_format = _sample_format; + info_msg.bitrate = _bitrate; + info_msg.coding_format = _format; + _pub_info.publish(info_msg); + } + + ~RosGstCapture() + { + g_main_loop_quit(_loop); + gst_element_set_state(_pipeline, GST_STATE_NULL); + gst_object_unref(_pipeline); + g_main_loop_unref(_loop); + } + + void exitOnMainThread(int code) + { + exit(code); + } + + void publish( const audio_common_msgs::AudioData &msg ) + { + _pub.publish(msg); + } + + static GstFlowReturn onNewBuffer (GstAppSink *appsink, gpointer userData) + { + RosGstCapture *server = reinterpret_cast(userData); + GstMapInfo map; + + GstSample *sample; + g_signal_emit_by_name(appsink, "pull-sample", &sample); + + GstBuffer *buffer = gst_sample_get_buffer(sample); + + audio_common_msgs::AudioData msg; + gst_buffer_map(buffer, &map, GST_MAP_READ); + msg.data.resize( map.size ); + + memcpy( &msg.data[0], map.data, map.size ); + + gst_buffer_unmap(buffer, &map); + gst_sample_unref(sample); + + server->publish(msg); + + return GST_FLOW_OK; + } + + static gboolean onMessage (GstBus *bus, GstMessage *message, gpointer userData) + { + RosGstCapture *server = reinterpret_cast(userData); + GError *err; + gchar *debug; + + gst_message_parse_error(message, &err, &debug); + ROS_ERROR_STREAM("gstreamer: " << err->message); + g_error_free(err); + g_free(debug); + g_main_loop_quit(server->_loop); + server->exitOnMainThread(1); + return FALSE; + } + + private: + ros::NodeHandle _nh; + ros::Publisher _pub; + ros::Publisher _pub_info; + + boost::thread _gst_thread; + + GstElement *_pipeline, *_source, *_filter, *_sink, *_convert, *_encode; + GstBus *_bus; + int _bitrate, _channels, _depth, _sample_rate; + GMainLoop *_loop; + std::string _format, _sample_format; + }; +} + +int main (int argc, char **argv) +{ + ros::init(argc, argv, "audio_capture"); + gst_init(&argc, &argv); + + audio_transport::RosGstCapture server; + ros::spin(); +} \ No newline at end of file diff --git a/vz_ros_wrappers/scripts/unit8_to_wav.py b/vz_ros_wrappers/scripts/unit8_to_wav.py new file mode 100644 index 0000000..3584abb --- /dev/null +++ b/vz_ros_wrappers/scripts/unit8_to_wav.py @@ -0,0 +1,37 @@ +#! /usr/bin/python3 + +import rospy +import numpy as np +from audio_common_msgs.msg import AudioData +from std_msgs.msg import String +from scipy.io.wavfile import wavf + +class D435i: + def __init__(self): + # 1) Write subscriber to /audio topic and populate a numpy data structure (array) with the uint8[] data + self.raw_audio_sub = rospy.Subscriber('/audio', AudioData, self.raw_callback) + + self.byteArray = np.array(1) + self.msg_count = 0 + + def raw_callback(self, bytes): + if (self.msg_count > 0): + self.byteArray.append(bytes) + else : + self.byteArray() + self.msg_count += 1 + +# 2) Check you're "Decoding" the audio ROS message correctly by saving to a .wav file +# 3) Be curious. Listen to the .wav file and see if it sounds gucci, and then maybe twiddle about with the encoding on the audio_capture.cpp, seeing if that changes anything e.g. encoding with mp3 instead. +# 4) If you've made it this far, well done. Try find Utku's function to pass the np array. + + def run(self): + while not rospy.is_shutdown(): + pass + +if __name__ == '__main__': + try: + rospy.init_node('audio_converter', anonymous=True) + except rospy.ROSInterruptException: + print('Audio converter node failed!') + pass \ No newline at end of file From 6fcd0ee7126895d29afceaca2b92ab58ee98c0fb Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 15 Mar 2022 18:09:41 -0400 Subject: [PATCH 16/49] making progress on audio conversion --- .gitignore | 1 + vz_acoustic_scene_analysis/CMakeLists.txt | 220 ++++++++++++++++++ .../launch/audio.launch | 5 +- .../msg/MyAudioData.msg | 1 + .../msg/MyAudioInfo.msg | 0 vz_acoustic_scene_analysis/package.xml | 85 +++++++ .../scripts/audio_capture.cpp | 14 +- .../scripts/ros_interface.py | 85 +++++++ vz_ros_wrappers/CMakeLists.txt | 25 +- .../audio_common_msgs/CMakeLists.txt | 12 - .../audio_common_msgs/msg/AudioData.msg | 1 - vz_ros_wrappers/audio_common_msgs/package.xml | 20 -- vz_ros_wrappers/package.xml | 9 - vz_ros_wrappers/scripts/unit8_to_wav.py | 37 --- 14 files changed, 406 insertions(+), 109 deletions(-) create mode 100644 vz_acoustic_scene_analysis/CMakeLists.txt rename {vz_ros_wrappers => vz_acoustic_scene_analysis}/launch/audio.launch (55%) create mode 100644 vz_acoustic_scene_analysis/msg/MyAudioData.msg rename vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg => vz_acoustic_scene_analysis/msg/MyAudioInfo.msg (100%) create mode 100644 vz_acoustic_scene_analysis/package.xml rename {vz_ros_wrappers => vz_acoustic_scene_analysis}/scripts/audio_capture.cpp (94%) create mode 100755 vz_acoustic_scene_analysis/scripts/ros_interface.py delete mode 100644 vz_ros_wrappers/audio_common_msgs/CMakeLists.txt delete mode 100644 vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg delete mode 100644 vz_ros_wrappers/audio_common_msgs/package.xml delete mode 100644 vz_ros_wrappers/scripts/unit8_to_wav.py diff --git a/.gitignore b/.gitignore index ad9167c..a549343 100644 --- a/.gitignore +++ b/.gitignore @@ -19,3 +19,4 @@ stretch_description/urdf/exported_urdf/* stretch_description/urdf/exported_urdf_previous stretch_description/urdf/exported_urdf_previous/* stretch_funmap/src/stretch_funmap/cython_min_cost_path.c +vz_ros_wrappers/bags/ diff --git a/vz_acoustic_scene_analysis/CMakeLists.txt b/vz_acoustic_scene_analysis/CMakeLists.txt new file mode 100644 index 0000000..feee399 --- /dev/null +++ b/vz_acoustic_scene_analysis/CMakeLists.txt @@ -0,0 +1,220 @@ +cmake_minimum_required(VERSION 3.0.2) +project(vz_acoustic_scene_analysis) + +## Compile as C++11, supported in ROS Kinetic and newer +# add_compile_options(-std=c++11) + +## Find catkin macros and libraries +## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz) +## is used, also find other catkin packages +find_package(catkin REQUIRED COMPONENTS + cv_bridge + # opencv2 # ananya this does not compile + roscpp + rospy + audio_common_msgs + sensor_msgs + std_msgs + message_generation +) + +find_package(PkgConfig) +pkg_check_modules(GST1.0 gstreamer-1.0 REQUIRED) + +## System dependencies are found with CMake's conventions +find_package(Boost REQUIRED COMPONENTS thread) + + +## Uncomment this if the package has a setup.py. This macro ensures +## modules and global scripts declared therein get installed +## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html +# catkin_python_setup() + +################################################ +## Declare ROS messages, services and actions ## +################################################ + +## To declare and build messages, services or actions from within this +## package, follow these steps: +## * Let MSG_DEP_SET be the set of packages whose message types you use in +## your messages/services/actions (e.g. std_msgs, actionlib_msgs, ...). +## * In the file package.xml: +## * add a build_depend tag for "message_generation" +## * add a build_depend and a exec_depend tag for each package in MSG_DEP_SET +## * If MSG_DEP_SET isn't empty the following dependency has been pulled in +## but can be declared for certainty nonetheless: +## * add a exec_depend tag for "message_runtime" +## * In this file (CMakeLists.txt): +## * add "message_generation" and every package in MSG_DEP_SET to +## find_package(catkin REQUIRED COMPONENTS ...) +## * add "message_runtime" and every package in MSG_DEP_SET to +## catkin_package(CATKIN_DEPENDS ...) +## * uncomment the add_*_files sections below as needed +## and list every .msg/.srv/.action file to be processed +## * uncomment the generate_messages entry below +## * add every package in MSG_DEP_SET to generate_messages(DEPENDENCIES ...) + +## Generate messages in the 'msg' folder +add_message_files( + FILES + MyAudioInfo.msg + MyAudioData.msg +) + +## Generate services in the 'srv' folder +# add_service_files( +# FILES +# Service1.srv +# Service2.srv +# ) + +## Generate actions in the 'action' folder +# add_action_files( +# FILES +# Action1.action +# Action2.action +# ) + +## Generate added messages and services with any dependencies listed here +generate_messages( + DEPENDENCIES + std_msgs +) + +################################################ +## Declare ROS dynamic reconfigure parameters ## +################################################ + +## To declare and build dynamic reconfigure parameters within this +## package, follow these steps: +## * In the file package.xml: +## * add a build_depend and a exec_depend tag for "dynamic_reconfigure" +## * In this file (CMakeLists.txt): +## * add "dynamic_reconfigure" to +## find_package(catkin REQUIRED COMPONENTS ...) +## * uncomment the "generate_dynamic_reconfigure_options" section below +## and list every .cfg file to be processed + +## Generate dynamic reconfigure parameters in the 'cfg' folder +# generate_dynamic_reconfigure_options( +# cfg/DynReconf1.cfg +# cfg/DynReconf2.cfg +# ) + +################################### +## catkin specific configuration ## +################################### +## The catkin_package macro generates cmake config files for your package +## Declare things to be passed to dependent projects +## INCLUDE_DIRS: uncomment this if your package contains header files +## LIBRARIES: libraries you create in this project that dependent projects also need +## CATKIN_DEPENDS: catkin_packages dependent projects also need +## DEPENDS: system dependencies of this project that dependent projects also need +catkin_package( +# INCLUDE_DIRS include +# LIBRARIES vz_acoustic_scene_analysis + CATKIN_DEPENDS roscpp rospy sensor_msgs std_msgs message_runtime +# DEPENDS system_lib +) + +########### +## Build ## +########### + +## Specify additional locations of header files +## Your package locations should be listed before other locations +include_directories( +# include + ${catkin_INCLUDE_DIRS} + ${Boost_INCLUDE_DIRS} + ${GST1.0_INCLUDE_DIRS} +) + +## Declare a C++ library +# add_library(${PROJECT_NAME} +# src/${PROJECT_NAME}/vz_ros_wrappers.cpp +# ) + +## Add cmake target dependencies of the library +## as an example, code may need to be generated before libraries +## either from message generation or dynamic reconfigure +# add_dependencies(${PROJECT_NAME} ${${PROJECT_NAME}_EXPORTED_TARGETS} ${catkin_EXPORTED_TARGETS}) + +## Declare a C++ executable +## With catkin_make all packages are built within a single CMake context +## The recommended prefix ensures that target names across packages don't collide +add_executable(audio_capture scripts/audio_capture.cpp) + + +## Rename C++ executable without prefix +## The above recommended prefix causes long target names, the following renames the +## target back to the shorter version for ease of user use +## e.g. "rosrun someones_pkg node" instead of "rosrun someones_pkg someones_pkg_node" +# set_target_properties(${PROJECT_NAME}_node PROPERTIES OUTPUT_NAME node PREFIX "") + +## Add cmake target dependencies of the executable +## same as for the library above +add_dependencies(audio_capture ${catkin_EXPORTED_TARGETS}) + +## Specify libraries to link a library or executable target against +target_link_libraries(audio_capture + ${catkin_LIBRARIES} + ${GST1.0_LIBRARIES} + ${Boost_LIBRARIES} +) + + +############# +## Install ## +############# + +# all install targets should use catkin DESTINATION variables +# See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html + +## Mark executable scripts (Python etc.) for installation +## in contrast to setup.py, you can choose the destination +# catkin_install_python(PROGRAMS +# scripts/my_python_script +# DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) + +## Mark executables for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html +install(TARGETS audio_capture + DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +) + +## Mark libraries for installation +## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html +# install(TARGETS ${PROJECT_NAME} +# ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} +# RUNTIME DESTINATION ${CATKIN_GLOBAL_BIN_DESTINATION} +# ) + +## Mark cpp header files for installation +install(DIRECTORY launch + DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} +# FILES_MATCHING PATTERN "*.h" +# PATTERN ".svn" EXCLUDE +) + +## Mark other files for installation (e.g. launch and bag files, etc.) +# install(FILES +# # myfile1 +# # myfile2 +# DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} +# ) + +############# +## Testing ## +############# + +## Add gtest based cpp test target and link libraries +# catkin_add_gtest(${PROJECT_NAME}-test test/test_vz_ros_wrappers.cpp) +# if(TARGET ${PROJECT_NAME}-test) +# target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME}) +# endif() + +## Add folders to be run by python nosetests +# catkin_add_nosetests(test) diff --git a/vz_ros_wrappers/launch/audio.launch b/vz_acoustic_scene_analysis/launch/audio.launch similarity index 55% rename from vz_ros_wrappers/launch/audio.launch rename to vz_acoustic_scene_analysis/launch/audio.launch index 3bf24f7..e954e2c 100644 --- a/vz_ros_wrappers/launch/audio.launch +++ b/vz_acoustic_scene_analysis/launch/audio.launch @@ -2,12 +2,13 @@ - + - + + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/MyAudioData.msg new file mode 100644 index 0000000..38c1e43 --- /dev/null +++ b/vz_acoustic_scene_analysis/msg/MyAudioData.msg @@ -0,0 +1 @@ +uint16[] data \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg b/vz_acoustic_scene_analysis/msg/MyAudioInfo.msg similarity index 100% rename from vz_ros_wrappers/audio_common_msgs/msg/AudioInfo.msg rename to vz_acoustic_scene_analysis/msg/MyAudioInfo.msg diff --git a/vz_acoustic_scene_analysis/package.xml b/vz_acoustic_scene_analysis/package.xml new file mode 100644 index 0000000..9385210 --- /dev/null +++ b/vz_acoustic_scene_analysis/package.xml @@ -0,0 +1,85 @@ + + + vz_acoustic_scene_analysis + 0.0.0 + The vz_acoustic_scene_analysis package + + + + + ananya + + + + + + TODO + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + catkin + cv_bridge + + roscpp + audio_common_msgs + rospy + sensor_msgs + libgstreamer1.0-dev + libgstreamer-plugins-base1.0-dev + std_msgs + message_generation + + roscpp + rospy + sensor_msgs + std_msgs + + roscpp + rospy + sensor_msgs + std_msgs + message_runtime + + audio_common_msgs + gstreamer1.0 + gstreamer1.0-plugins-base + gstreamer1.0-plugins-good + gstreamer1.0-plugins-ugly + + + + + + + diff --git a/vz_ros_wrappers/scripts/audio_capture.cpp b/vz_acoustic_scene_analysis/scripts/audio_capture.cpp similarity index 94% rename from vz_ros_wrappers/scripts/audio_capture.cpp rename to vz_acoustic_scene_analysis/scripts/audio_capture.cpp index 354dca3..9e56263 100644 --- a/vz_ros_wrappers/scripts/audio_capture.cpp +++ b/vz_acoustic_scene_analysis/scripts/audio_capture.cpp @@ -5,8 +5,8 @@ #include -#include "audio_common_msgs/AudioData.h" -#include "audio_common_msgs/AudioInfo.h" +#include "vz_acoustic_scene_analysis/MyAudioData.h" +#include "vz_acoustic_scene_analysis/MyAudioInfo.h" namespace audio_transport { @@ -39,8 +39,8 @@ namespace audio_transport std::string device; ros::param::param("~device", device, ""); - _pub = _nh.advertise("audio", 10, true); - _pub_info = _nh.advertise("audio_info", 1, true); + _pub = _nh.advertise("audio", 10, true); + _pub_info = _nh.advertise("audio_info", 1, true); _loop = g_main_loop_new(NULL, false); _pipeline = gst_pipeline_new("ros_pipeline"); @@ -145,7 +145,7 @@ namespace audio_transport _gst_thread = boost::thread( boost::bind(g_main_loop_run, _loop) ); - audio_common_msgs::AudioInfo info_msg; + vz_acoustic_scene_analysis::MyAudioInfo info_msg; info_msg.channels = _channels; info_msg.sample_rate = _sample_rate; info_msg.sample_format = _sample_format; @@ -167,7 +167,7 @@ namespace audio_transport exit(code); } - void publish( const audio_common_msgs::AudioData &msg ) + void publish( const vz_acoustic_scene_analysis::MyAudioData &msg ) { _pub.publish(msg); } @@ -182,7 +182,7 @@ namespace audio_transport GstBuffer *buffer = gst_sample_get_buffer(sample); - audio_common_msgs::AudioData msg; + vz_acoustic_scene_analysis::MyAudioData msg; gst_buffer_map(buffer, &map, GST_MAP_READ); msg.data.resize( map.size ); diff --git a/vz_acoustic_scene_analysis/scripts/ros_interface.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py new file mode 100755 index 0000000..959d36f --- /dev/null +++ b/vz_acoustic_scene_analysis/scripts/ros_interface.py @@ -0,0 +1,85 @@ +#! /usr/bin/python3 + +from sklearn.cluster import k_means +import rospy +import numpy as np +from vz_acoustic_scene_analysis.msg import MyAudioData +from std_msgs.msg import String +from scipy.io.wavfile import write +from collections import deque +import time +from pathlib import Path + + + +# Non ROS import +# import acoustic_scene_analysis as asa + +class RosInterface: + def __init__(self): + home_dir = str(Path.home()) + self.save_dir = home_dir + "/Music/" + # 1) Write subscriber to /audio topic and populate a numpy data structure (array) with the uint8[] data + # self.maxSize = 7 + # self.queue = [None] * 7 + # self.head = self.tail = -1 + self.nparray = np.empty(1) + self.arraylength = 0 + self.msg_count = 0 + + rospy.Subscriber("/audio", MyAudioData, self.raw_callback) + + def enqueue(self,data): + # if queue is full + if ((self.tail+1) % self.k == self.head): + # convert to mp3 + # publish mp3 + # remove the first element (call dequeue) + pass + elif (self.head == -1): + self.head = 0 + self.tail = 0 + else: + self.tail = (self.tail +1) % self.maxSize + self.queue[self.tail] = data + + def dequeue(self): + # if empty queue + if (self.head == -1): + pass + # if the self + else: + temp = self.queue[self.head] + + def raw_callback(self, msg): + # print("Length of uint8[]:", len(msg.data)) + if (self.msg_count < 50): + self.arraylength += len(msg.data) + np.append(self.nparray,bytes) + # print(len(bytes)) + # else : + # self.byteArray[self.msg_count] = bytes + # print(len(bytes)) + self.msg_count += 1 + + def on_shutdown(self): + print(str(self.arraylength)) + write(self.save_dir +'test.wav', self.arraylength, self.nparray) + print("check music") + pass + +# 2) Check you're "Decoding" the audio ROS message correctly by saving to a .wav file +# 3) Be curious. Listen to the .wav file and see if it sounds gucci, and then maybe twiddle about with the encoding on the audio_capture.cpp, seeing if that changes anything e.g. encoding with mp3 instead. +# 4) If you've made it this far, well done. Try find Utku's function to pass the np array. + + +if __name__ == '__main__': + try: + rospy.init_node('ros_interface', anonymous=True) + ros_int = RosInterface() + + rospy.on_shutdown(ros_int.on_shutdown) + rospy.spin() + except rospy.ROSInterruptException: + print('Audio converter node failed!') + pass \ No newline at end of file diff --git a/vz_ros_wrappers/CMakeLists.txt b/vz_ros_wrappers/CMakeLists.txt index 980fad1..30ebc59 100644 --- a/vz_ros_wrappers/CMakeLists.txt +++ b/vz_ros_wrappers/CMakeLists.txt @@ -12,7 +12,6 @@ find_package(catkin REQUIRED COMPONENTS # opencv2 # ananya this does not compile roscpp rospy - audio_common_msgs sensor_msgs std_msgs ) @@ -142,8 +141,8 @@ include_directories( ## Declare a C++ executable ## With catkin_make all packages are built within a single CMake context ## The recommended prefix ensures that target names across packages don't collide -add_executable(audio_capture scripts/audio_capture.cpp) -add_executable(audio_play scripts/audio_play.cpp) + + ## Rename C++ executable without prefix ## The above recommended prefix causes long target names, the following renames the @@ -153,20 +152,9 @@ add_executable(audio_play scripts/audio_play.cpp) ## Add cmake target dependencies of the executable ## same as for the library above -add_dependencies(audio_capture ${catkin_EXPORTED_TARGETS}) -add_dependencies(audio_play ${catkin_EXPORTED_TARGETS}) ## Specify libraries to link a library or executable target against -target_link_libraries(audio_capture - ${catkin_LIBRARIES} - ${GST1.0_LIBRARIES} - ${Boost_LIBRARIES} -) -target_link_libraries(audio_play - ${catkin_LIBRARIES} - ${GST1.0_LIBRARIES} - ${Boost_LIBRARIES} -) + ############# ## Install ## @@ -184,12 +172,7 @@ target_link_libraries(audio_play ## Mark executables for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html -install(TARGETS audio_capture - DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} -) -install(TARGETS audio_play - DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} -) + ## Mark libraries for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html diff --git a/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt b/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt deleted file mode 100644 index eb37935..0000000 --- a/vz_ros_wrappers/audio_common_msgs/CMakeLists.txt +++ /dev/null @@ -1,12 +0,0 @@ -cmake_minimum_required(VERSION 2.8.3) - -project(audio_common_msgs) - -find_package(catkin REQUIRED COMPONENTS message_generation) -add_message_files(DIRECTORY msg FILES - AudioData.msg - AudioInfo.msg - ) -generate_messages() - -catkin_package(CATKIN_DEPENDS message_runtime) \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg b/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg deleted file mode 100644 index 1735052..0000000 --- a/vz_ros_wrappers/audio_common_msgs/msg/AudioData.msg +++ /dev/null @@ -1 +0,0 @@ -uint8[] data \ No newline at end of file diff --git a/vz_ros_wrappers/audio_common_msgs/package.xml b/vz_ros_wrappers/audio_common_msgs/package.xml deleted file mode 100644 index f20f24b..0000000 --- a/vz_ros_wrappers/audio_common_msgs/package.xml +++ /dev/null @@ -1,20 +0,0 @@ - - audio_common_msgs - 0.3.12 - - Messages for transmitting audio via ROS - - Austin Hendrix - Shingo Kitagawa - Nate Koenig - BSD - http://ros.org/wiki/audio_common_msgs - https://github.com/ros-drivers/audio_common - https://github.com/ros-drivers/audio_common/issues - - catkin - - message_generation - - message_runtime - \ No newline at end of file diff --git a/vz_ros_wrappers/package.xml b/vz_ros_wrappers/package.xml index 795a7b5..74791a8 100644 --- a/vz_ros_wrappers/package.xml +++ b/vz_ros_wrappers/package.xml @@ -52,11 +52,8 @@ cv_bridge roscpp - audio_common_msgs rospy sensor_msgs - libgstreamer1.0-dev - libgstreamer-plugins-base1.0-dev std_msgs cv_bridge @@ -71,12 +68,6 @@ sensor_msgs std_msgs - audio_common_msgs - gstreamer1.0 - gstreamer1.0-plugins-base - gstreamer1.0-plugins-good - gstreamer1.0-plugins-ugly - diff --git a/vz_ros_wrappers/scripts/unit8_to_wav.py b/vz_ros_wrappers/scripts/unit8_to_wav.py deleted file mode 100644 index 3584abb..0000000 --- a/vz_ros_wrappers/scripts/unit8_to_wav.py +++ /dev/null @@ -1,37 +0,0 @@ -#! /usr/bin/python3 - -import rospy -import numpy as np -from audio_common_msgs.msg import AudioData -from std_msgs.msg import String -from scipy.io.wavfile import wavf - -class D435i: - def __init__(self): - # 1) Write subscriber to /audio topic and populate a numpy data structure (array) with the uint8[] data - self.raw_audio_sub = rospy.Subscriber('/audio', AudioData, self.raw_callback) - - self.byteArray = np.array(1) - self.msg_count = 0 - - def raw_callback(self, bytes): - if (self.msg_count > 0): - self.byteArray.append(bytes) - else : - self.byteArray() - self.msg_count += 1 - -# 2) Check you're "Decoding" the audio ROS message correctly by saving to a .wav file -# 3) Be curious. Listen to the .wav file and see if it sounds gucci, and then maybe twiddle about with the encoding on the audio_capture.cpp, seeing if that changes anything e.g. encoding with mp3 instead. -# 4) If you've made it this far, well done. Try find Utku's function to pass the np array. - - def run(self): - while not rospy.is_shutdown(): - pass - -if __name__ == '__main__': - try: - rospy.init_node('audio_converter', anonymous=True) - except rospy.ROSInterruptException: - print('Audio converter node failed!') - pass \ No newline at end of file From 9f5e91ade24ff4e4e7ac77d60a33f05445201323 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Fri, 18 Mar 2022 17:05:40 -0400 Subject: [PATCH 17/49] moved respeak test node here --- .../launch/audio.launch | 5 +- .../launch/audio_test.launch | 4 + .../msg/MyAudioData.msg | 2 +- .../scripts/ros_interface.py | 16 +- .../scripts/stretch_respeak_test2.py | 263 ++++++++++++++++++ 5 files changed, 280 insertions(+), 10 deletions(-) create mode 100644 vz_acoustic_scene_analysis/launch/audio_test.launch create mode 100644 vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py diff --git a/vz_acoustic_scene_analysis/launch/audio.launch b/vz_acoustic_scene_analysis/launch/audio.launch index e954e2c..2912b46 100644 --- a/vz_acoustic_scene_analysis/launch/audio.launch +++ b/vz_acoustic_scene_analysis/launch/audio.launch @@ -1,13 +1,12 @@ - + - - + diff --git a/vz_acoustic_scene_analysis/launch/audio_test.launch b/vz_acoustic_scene_analysis/launch/audio_test.launch new file mode 100644 index 0000000..eab5a03 --- /dev/null +++ b/vz_acoustic_scene_analysis/launch/audio_test.launch @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/MyAudioData.msg index 38c1e43..1735052 100644 --- a/vz_acoustic_scene_analysis/msg/MyAudioData.msg +++ b/vz_acoustic_scene_analysis/msg/MyAudioData.msg @@ -1 +1 @@ -uint16[] data \ No newline at end of file +uint8[] data \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/ros_interface.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py index 959d36f..b18612e 100755 --- a/vz_acoustic_scene_analysis/scripts/ros_interface.py +++ b/vz_acoustic_scene_analysis/scripts/ros_interface.py @@ -23,7 +23,7 @@ class RosInterface: # self.maxSize = 7 # self.queue = [None] * 7 # self.head = self.tail = -1 - self.nparray = np.empty(1) + self.wav_data = [] self.arraylength = 0 self.msg_count = 0 @@ -53,9 +53,11 @@ class RosInterface: def raw_callback(self, msg): # print("Length of uint8[]:", len(msg.data)) - if (self.msg_count < 50): - self.arraylength += len(msg.data) - np.append(self.nparray,bytes) + self.wav_data.append(msg.data) + + # if (self.msg_count < 10000): + # self.arraylength += len(msg.data) + # print(self.nparray) # print(len(bytes)) # else : # self.byteArray[self.msg_count] = bytes @@ -63,8 +65,10 @@ class RosInterface: self.msg_count += 1 def on_shutdown(self): - print(str(self.arraylength)) - write(self.save_dir +'test.wav', self.arraylength, self.nparray) + wav_arr = np.array(self.wav_data) + print(wav_arr) + print(wav_arr.shape) + write(self.save_dir +'test.mp3', 44100, wav_arr) print("check music") pass diff --git a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py new file mode 100644 index 0000000..b971055 --- /dev/null +++ b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py @@ -0,0 +1,263 @@ +#!/usr/bin/env python3 + +from __future__ import print_function +import pyaudio +import wave +import numpy as np +import usb.core +import struct +import time +import os +import sys +import rospy +from contextlib import contextmanager +import stretch_body.hello_utils as hu +hu.print_stretch_re_use() + +# what does this mean +@contextmanager +def ignore_stderr(): + devnull = None + try: + devnull = os.open(os.devnull, os.O_WRONLY) + stderr = os.dup(2) + sys.stderr.flush() + os.dup2(devnull, 2) + try: + yield + finally: + os.dup2(stderr, 2) + os.close(stderr) + finally: + if devnull is not None: + os.close(devnull) + + +# parameter list +# name: (id, offset, type, max, min , r/w, info) +PARAMETERS = { + 'AECFREEZEONOFF': (18, 7, 'int', 1, 0, 'rw', 'Adaptive Echo Canceler updates inhibit.', '0 = Adaptation enabled', '1 = Freeze adaptation, filter only'), + 'AECNORM': (18, 19, 'float', 16, 0.25, 'rw', 'Limit on norm of AEC filter coefficients'), + 'AECPATHCHANGE': (18, 25, 'int', 1, 0, 'ro', 'AEC Path Change Detection.', '0 = false (no path change detected)', '1 = true (path change detected)'), + 'RT60': (18, 26, 'float', 0.9, 0.25, 'ro', 'Current RT60 estimate in seconds'), + 'HPFONOFF': (18, 27, 'int', 3, 0, 'rw', 'High-pass Filter on microphone signals.', '0 = OFF', '1 = ON - 70 Hz cut-off', '2 = ON - 125 Hz cut-off', '3 = ON - 180 Hz cut-off'), + 'RT60ONOFF': (18, 28, 'int', 1, 0, 'rw', 'RT60 Estimation for AES. 0 = OFF 1 = ON'), + 'AECSILENCELEVEL': (18, 30, 'float', 1, 1e-09, 'rw', 'Threshold for signal detection in AEC [-inf .. 0] dBov (Default: -80dBov = 10log10(1x10-8))'), + 'AECSILENCEMODE': (18, 31, 'int', 1, 0, 'ro', 'AEC far-end silence detection status. ', '0 = false (signal detected) ', '1 = true (silence detected)'), + 'AGCONOFF': (19, 0, 'int', 1, 0, 'rw', 'Automatic Gain Control. ', '0 = OFF ', '1 = ON'), + 'AGCMAXGAIN': (19, 1, 'float', 1000, 1, 'rw', 'Maximum AGC gain factor. ', '[0 .. 60] dB (default 30dB = 20log10(31.6))'), + 'AGCDESIREDLEVEL': (19, 2, 'float', 0.99, 1e-08, 'rw', 'Target power level of the output signal. ', '[-inf .. 0] dBov (default: -23dBov = 10log10(0.005))'), + 'AGCGAIN': (19, 3, 'float', 1000, 1, 'rw', 'Current AGC gain factor. ', '[0 .. 60] dB (default: 0.0dB = 20log10(1.0))'), + 'AGCTIME': (19, 4, 'float', 1, 0.1, 'rw', 'Ramps-up / down time-constant in seconds.'), + 'CNIONOFF': (19, 5, 'int', 1, 0, 'rw', 'Comfort Noise Insertion.', '0 = OFF', '1 = ON'), + 'FREEZEONOFF': (19, 6, 'int', 1, 0, 'rw', 'Adaptive beamformer updates.', '0 = Adaptation enabled', '1 = Freeze adaptation, filter only'), + 'STATNOISEONOFF': (19, 8, 'int', 1, 0, 'rw', 'Stationary noise suppression.', '0 = OFF', '1 = ON'), + 'GAMMA_NS': (19, 9, 'float', 3, 0, 'rw', 'Over-subtraction factor of stationary noise. min .. max attenuation'), + 'MIN_NS': (19, 10, 'float', 1, 0, 'rw', 'Gain-floor for stationary noise suppression.', '[-inf .. 0] dB (default: -16dB = 20log10(0.15))'), + 'NONSTATNOISEONOFF': (19, 11, 'int', 1, 0, 'rw', 'Non-stationary noise suppression.', '0 = OFF', '1 = ON'), + 'GAMMA_NN': (19, 12, 'float', 3, 0, 'rw', 'Over-subtraction factor of non- stationary noise. min .. max attenuation'), + 'MIN_NN': (19, 13, 'float', 1, 0, 'rw', 'Gain-floor for non-stationary noise suppression.', '[-inf .. 0] dB (default: -10dB = 20log10(0.3))'), + 'ECHOONOFF': (19, 14, 'int', 1, 0, 'rw', 'Echo suppression.', '0 = OFF', '1 = ON'), + 'GAMMA_E': (19, 15, 'float', 3, 0, 'rw', 'Over-subtraction factor of echo (direct and early components). min .. max attenuation'), + 'GAMMA_ETAIL': (19, 16, 'float', 3, 0, 'rw', 'Over-subtraction factor of echo (tail components). min .. max attenuation'), + 'GAMMA_ENL': (19, 17, 'float', 5, 0, 'rw', 'Over-subtraction factor of non-linear echo. min .. max attenuation'), + 'NLATTENONOFF': (19, 18, 'int', 1, 0, 'rw', 'Non-Linear echo attenuation.', '0 = OFF', '1 = ON'), + 'NLAEC_MODE': (19, 20, 'int', 2, 0, 'rw', 'Non-Linear AEC training mode.', '0 = OFF', '1 = ON - phase 1', '2 = ON - phase 2'), + 'SPEECHDETECTED': (19, 22, 'int', 1, 0, 'ro', 'Speech detection status.', '0 = false (no speech detected)', '1 = true (speech detected)'), + 'FSBUPDATED': (19, 23, 'int', 1, 0, 'ro', 'FSB Update Decision.', '0 = false (FSB was not updated)', '1 = true (FSB was updated)'), + 'FSBPATHCHANGE': (19, 24, 'int', 1, 0, 'ro', 'FSB Path Change Detection.', '0 = false (no path change detected)', '1 = true (path change detected)'), + 'TRANSIENTONOFF': (19, 29, 'int', 1, 0, 'rw', 'Transient echo suppression.', '0 = OFF', '1 = ON'), + 'VOICEACTIVITY': (19, 32, 'int', 1, 0, 'ro', 'VAD voice activity status.', '0 = false (no voice activity)', '1 = true (voice activity)'), + 'STATNOISEONOFF_SR': (19, 33, 'int', 1, 0, 'rw', 'Stationary noise suppression for ASR.', '0 = OFF', '1 = ON'), + 'NONSTATNOISEONOFF_SR': (19, 34, 'int', 1, 0, 'rw', 'Non-stationary noise suppression for ASR.', '0 = OFF', '1 = ON'), + 'GAMMA_NS_SR': (19, 35, 'float', 3, 0, 'rw', 'Over-subtraction factor of stationary noise for ASR. ', '[0.0 .. 3.0] (default: 1.0)'), + 'GAMMA_NN_SR': (19, 36, 'float', 3, 0, 'rw', 'Over-subtraction factor of non-stationary noise for ASR. ', '[0.0 .. 3.0] (default: 1.1)'), + 'MIN_NS_SR': (19, 37, 'float', 1, 0, 'rw', 'Gain-floor for stationary noise suppression for ASR.', '[-inf .. 0] dB (default: -16dB = 20log10(0.15))'), + 'MIN_NN_SR': (19, 38, 'float', 1, 0, 'rw', 'Gain-floor for non-stationary noise suppression for ASR.', '[-inf .. 0] dB (default: -10dB = 20log10(0.3))'), + 'GAMMAVAD_SR': (19, 39, 'float', 1000, 0, 'rw', 'Set the threshold for voice activity detection.', '[-inf .. 60] dB (default: 3.5dB 20log10(1.5))'), + # 'KEYWORDDETECT': (20, 0, 'int', 1, 0, 'ro', 'Keyword detected. Current value so needs polling.'), + 'DOAANGLE': (21, 0, 'int', 359, 0, 'ro', 'DOA angle. Current value. Orientation depends on build configuration.') +} + + +class Tuning: + TIMEOUT = 100000 + + # what is dev? + def __init__(self): + self.TIMEOUT = 100000 + self.dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) + + if not self.dev: + raise RuntimeError("Failed to find Respeaker device") + rospy.loginfo("Initializing Respeaker device") + # Initialize inputs and outputs to other module code + self.audio_signal = None + self.prediction = None + # self.param = rospy.get_param('') + + + def write(self, name, value): + try: + data = PARAMETERS[name] + except KeyError: + return + + if data[5] == 'ro': + raise ValueError('{} is read-only'.format(name)) + + id = data[0] + + # 4 bytes offset, 4 bytes value, 4 bytes type + if data[2] == 'int': + payload = struct.pack(b'iii', data[1], int(value), 1) + else: + payload = struct.pack(b'ifi', data[1], float(value), 0) + + self.dev.ctrl_transfer( + usb.util.CTRL_OUT | usb.util.CTRL_TYPE_VENDOR | usb.util.CTRL_RECIPIENT_DEVICE, + 0, 0, id, payload, self.TIMEOUT) + + def read(self, name): + try: + data = PARAMETERS[name] + except KeyError: + return + + id = data[0] + + # not sure what is happening here + cmd = 0x80 | data[1] + if data[2] == 'int': + cmd |= 0x40 + + length = 8 + + response = self.dev.ctrl_transfer( + usb.util.CTRL_IN | usb.util.CTRL_TYPE_VENDOR | usb.util.CTRL_RECIPIENT_DEVICE, + 0, cmd, id, length, self.TIMEOUT) + + response = struct.unpack(b'ii', response.tobytes()) + + if data[2] == 'int': + result = response[0] + else: + result = response[0] * (2.**response[1]) + + return result + + def set_vad_threshold(self, db): + self.write('GAMMAVAD_SR', db) + + def is_voice(self): + return self.read('VOICEACTIVITY') + + @property + def direction(self): + return self.read('DOAANGLE') + + @property + def version(self): + return self.dev.ctrl_transfer( + usb.util.CTRL_IN | usb.util.CTRL_TYPE_VENDOR | usb.util.CTRL_RECIPIENT_DEVICE, + 0, 0x80, 0, 1, self.TIMEOUT)[0] + + def close(self): + """ + close the interface + """ + usb.util.dispose_resources(self.dev) + + +def get_respeaker_device_id(): + + with ignore_stderr(): + p = pyaudio.PyAudio() + info = p.get_host_api_info_by_index(0) + num_devices = info.get('deviceCount') + + device_id = -1 + for i in range(num_devices): + if (p.get_device_info_by_host_api_device_index(0, i).get('maxInputChannels')) > 0: + if "ReSpeaker" in p.get_device_info_by_host_api_device_index(0, i).get('name'): + device_id = i + + return device_id + + + +RESPEAKER_RATE = 16000 +RESPEAKER_CHANNELS = 6 # must flash 6_channels_firmware.bin first +RESPEAKER_WIDTH = 2 +RESPEAKER_INDEX = get_respeaker_device_id() +CHUNK = 1024 + + +def record_audio(seconds=5): + p = pyaudio.PyAudio() + stream = p.open(rate=RESPEAKER_RATE, + format=p.get_format_from_width(RESPEAKER_WIDTH), + channels=RESPEAKER_CHANNELS, + input=True, + input_device_index=RESPEAKER_INDEX, + output= False) + + frames = [] + for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): + data = stream.read(CHUNK) + a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 + frames.append(a.tobytes()) + + stream.stop_stream() + stream.close() + p.terminate() + + return frames + + +def save_wav(frames, fname): + p = pyaudio.PyAudio() + wf = wave.open(fname, 'wb') + wf.setnchannels(1) + wf.setsampwidth(p.get_sample_size(p.get_format_from_width(RESPEAKER_WIDTH))) + wf.setframerate(RESPEAKER_RATE) + wf.writeframes(b''.join(frames)) + wf.close() + + +def run_mic(respeaker, num, printed_wait_statement): + if not printed_wait_statement and respeaker.is_voice() == 0: + print("\n* waiting for audio...") + printed_wait_statement = True + else: + if respeaker.is_voice() == 1: + print("* recording 5 seconds") + frames = record_audio() + print("* done") + # save_wav(frames, "/home/hello-robot/Desktop/output_audio_" + str(num) + ".wav") + num_files += 1 + # send test.wav files + print("* done") + printed_wait_statement = False + + +if __name__ == "__main__": + try: + rospy.init_node("audio_capture") + audio_ctrl = Tuning() + num_files = 0 + dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) + try: + printed_wait_statement = False + if dev: + respeaker = Tuning() + while True: + try: + rospy.Timer(rospy.Duration(0.2), run_mic(respeaker, num_files, printed_wait_statement)) + except KeyboardInterrupt: + break + except usb.core.USBError: + print('Respeaker not on USB bus') + except rospy.ROSInterruptException: + print('Audio processing node failed!') + pass From 4704e651bf45f2bb496e7d4ddc2d89fbd48ca824 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 21 Mar 2022 12:40:10 -0400 Subject: [PATCH 18/49] editing node (issues in recent commit) --- .../scripts/stretch_respeak_test2.py | 74 ++++++++++--------- 1 file changed, 41 insertions(+), 33 deletions(-) mode change 100644 => 100755 vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py diff --git a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py old mode 100644 new mode 100755 index b971055..b1381d3 --- a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py @@ -222,42 +222,50 @@ def save_wav(frames, fname): wf.setsampwidth(p.get_sample_size(p.get_format_from_width(RESPEAKER_WIDTH))) wf.setframerate(RESPEAKER_RATE) wf.writeframes(b''.join(frames)) - wf.close() - - -def run_mic(respeaker, num, printed_wait_statement): - if not printed_wait_statement and respeaker.is_voice() == 0: - print("\n* waiting for audio...") - printed_wait_statement = True - else: - if respeaker.is_voice() == 1: - print("* recording 5 seconds") - frames = record_audio() - print("* done") - # save_wav(frames, "/home/hello-robot/Desktop/output_audio_" + str(num) + ".wav") - num_files += 1 - # send test.wav files - print("* done") - printed_wait_statement = False + wf.close() +def process_audio_loop(): + rospy.init_node("audio_capture") + num_files = 0 + dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) + try: + if dev: + respeaker = Tuning() + while True: + if respeaker.is_voice() == 1: + rospy.Timer(rospy.Duration(0.2), rec_and_save) + num_files += 1 + except usb.core.USBError: + print('Respeaker not on USB bus') + +def rec_and_save(timer): + print("* recording 5 seconds") + frames = record_audio() # rospy.Timer(rospy.Duration(0.2), record_audio) + print("* done") + file_name = "/home/hello-robot/Desktop/output_audio.wav" + save_wav(frames, file_name) + # send test.wav files + print("* done") + +def process_audio_loop(): + rospy.init_node("audio_capture") + num_files = 0 + dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) + try: + if dev: + respeaker = Tuning() + while True: + if respeaker.is_voice() == 1: + # rospy.Timer(rospy.Duration(0.2), rec_and_save, oneshot=False) + rec_and_save(timer) + num_files += 1 + except usb.core.USBError: + print('Respeaker not on USB bus') if __name__ == "__main__": try: - rospy.init_node("audio_capture") - audio_ctrl = Tuning() - num_files = 0 - dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) - try: - printed_wait_statement = False - if dev: - respeaker = Tuning() - while True: - try: - rospy.Timer(rospy.Duration(0.2), run_mic(respeaker, num_files, printed_wait_statement)) - except KeyboardInterrupt: - break - except usb.core.USBError: - print('Respeaker not on USB bus') + timer = rospy.Timer(rospy.Duration(0.2), rec_and_save, oneshot=False) + process_audio_loop() except rospy.ROSInterruptException: print('Audio processing node failed!') - pass + pass \ No newline at end of file From d935a725d9a981ed7783699f228257260a04acf0 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 22 Mar 2022 10:08:37 -0400 Subject: [PATCH 19/49] finally working script!!!! --- .../scripts/stretch_respeak_test2.py | 154 +++++++++++------- 1 file changed, 94 insertions(+), 60 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py index b1381d3..27157f8 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py @@ -82,8 +82,8 @@ PARAMETERS = { class Tuning: TIMEOUT = 100000 - - # what is dev? + audio_list = [] + def __init__(self): self.TIMEOUT = 100000 self.dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) @@ -192,27 +192,26 @@ RESPEAKER_WIDTH = 2 RESPEAKER_INDEX = get_respeaker_device_id() CHUNK = 1024 +# def record_audio(seconds=5): +# p = pyaudio.PyAudio() +# stream = p.open(rate=RESPEAKER_RATE, +# format=p.get_format_from_width(RESPEAKER_WIDTH), +# channels=RESPEAKER_CHANNELS, +# input=True, +# input_device_index=RESPEAKER_INDEX, +# output= False) -def record_audio(seconds=5): - p = pyaudio.PyAudio() - stream = p.open(rate=RESPEAKER_RATE, - format=p.get_format_from_width(RESPEAKER_WIDTH), - channels=RESPEAKER_CHANNELS, - input=True, - input_device_index=RESPEAKER_INDEX, - output= False) - - frames = [] - for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): - data = stream.read(CHUNK) - a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 - frames.append(a.tobytes()) +# frames = [] +# for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): +# data = stream.read(CHUNK) +# a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 +# frames.append(a.tobytes()) - stream.stop_stream() - stream.close() - p.terminate() +# stream.stop_stream() +# stream.close() +# p.terminate() - return frames +# return frames def save_wav(frames, fname): @@ -221,51 +220,86 @@ def save_wav(frames, fname): wf.setnchannels(1) wf.setsampwidth(p.get_sample_size(p.get_format_from_width(RESPEAKER_WIDTH))) wf.setframerate(RESPEAKER_RATE) - wf.writeframes(b''.join(frames)) + for val in frames: + wf.writeframes(b''.join(val)) wf.close() -def process_audio_loop(): - rospy.init_node("audio_capture") - num_files = 0 - dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) - try: - if dev: - respeaker = Tuning() - while True: - if respeaker.is_voice() == 1: - rospy.Timer(rospy.Duration(0.2), rec_and_save) - num_files += 1 - except usb.core.USBError: - print('Respeaker not on USB bus') - -def rec_and_save(timer): - print("* recording 5 seconds") - frames = record_audio() # rospy.Timer(rospy.Duration(0.2), record_audio) - print("* done") - file_name = "/home/hello-robot/Desktop/output_audio.wav" - save_wav(frames, file_name) - # send test.wav files - print("* done") - -def process_audio_loop(): - rospy.init_node("audio_capture") - num_files = 0 - dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) - try: - if dev: - respeaker = Tuning() - while True: - if respeaker.is_voice() == 1: - # rospy.Timer(rospy.Duration(0.2), rec_and_save, oneshot=False) - rec_and_save(timer) - num_files += 1 - except usb.core.USBError: - print('Respeaker not on USB bus') +# def rec_and_save(): +# print("* recording 5 seconds") +# frames = record_audio() # rospy.Timer(rospy.Duration(0.2), record_audio) +# print("* done") +# file_name = "/home/hello-robot/Desktop/output_audio.wav" +# save_wav(frames, file_name) +# # send test.wav files +# print("* done") + +class Audio: + def __init__(self): + # Initialiaze list to store audio segments + self.wav_list = [] + self.record_count = 0 # Count how many times we've recorded f seconds of audio + self.file_name = "/home/hello-robot/Desktop/output_audio.wav" + + def write_audio(self): + recorded_frames = self.record_audio(.5) + print("i haz frames: ", self.record_count) + self.wav_list.append(recorded_frames) + self.record_count += 1 + # Every 5 seconds for + if ((self.record_count % 5) == 0): + # send the frames at the beginning of the list (save as wav for now) + save_wav(self.wav_list,self.file_name) + # Empty list + self.wav_list = [] + print("5 seconds have passed, very nice") + + + def record_audio(self, seconds=5): + p = pyaudio.PyAudio() + print ("i NO haz stream") + + stream = p.open(rate=RESPEAKER_RATE, + format=p.get_format_from_width(RESPEAKER_WIDTH), + channels=RESPEAKER_CHANNELS, + input=True, + input_device_index=RESPEAKER_INDEX, + output= False) + print ("i haz stream") + + frames = [] + for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): + data = stream.read(CHUNK) + print("I haz data from stream: ", i) + a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 + frames.append(a.tobytes()) + + stream.stop_stream() + stream.close() + p.terminate() + + return frames + + + def process_audio_loop(self): + rospy.init_node("audio_capture") + audio_count = 0 + dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) + try: + if dev: + respeaker = Tuning() + while True: + if respeaker.is_voice() == 1: + self.write_audio() + audio_count += 1 + print(audio_count) + except usb.core.USBError: + print('Respeaker not on USB bus') + if __name__ == "__main__": try: - timer = rospy.Timer(rospy.Duration(0.2), rec_and_save, oneshot=False) - process_audio_loop() + audio = Audio() + audio.process_audio_loop() except rospy.ROSInterruptException: print('Audio processing node failed!') pass \ No newline at end of file From fb487bb8a5ba0b8b1d58ad375b1b3153e4911f51 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 22 Mar 2022 13:05:08 -0400 Subject: [PATCH 20/49] some audio changes --- .../launch/audio.launch | 13 - .../launch/audio_test.launch | 4 - .../launch/wav_audio.launch | 4 + .../scripts/audio_capture.cpp | 236 ------------------ .../scripts/ros_interface.py | 89 ------- ...etch_respeak_test2.py => stretch_audio.py} | 73 ++---- 6 files changed, 24 insertions(+), 395 deletions(-) delete mode 100644 vz_acoustic_scene_analysis/launch/audio.launch delete mode 100644 vz_acoustic_scene_analysis/launch/audio_test.launch create mode 100644 vz_acoustic_scene_analysis/launch/wav_audio.launch delete mode 100644 vz_acoustic_scene_analysis/scripts/audio_capture.cpp delete mode 100755 vz_acoustic_scene_analysis/scripts/ros_interface.py rename vz_acoustic_scene_analysis/scripts/{stretch_respeak_test2.py => stretch_audio.py} (85%) diff --git a/vz_acoustic_scene_analysis/launch/audio.launch b/vz_acoustic_scene_analysis/launch/audio.launch deleted file mode 100644 index 2912b46..0000000 --- a/vz_acoustic_scene_analysis/launch/audio.launch +++ /dev/null @@ -1,13 +0,0 @@ - - - - - - - - - - - - - \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/launch/audio_test.launch b/vz_acoustic_scene_analysis/launch/audio_test.launch deleted file mode 100644 index eab5a03..0000000 --- a/vz_acoustic_scene_analysis/launch/audio_test.launch +++ /dev/null @@ -1,4 +0,0 @@ - - - - \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/launch/wav_audio.launch b/vz_acoustic_scene_analysis/launch/wav_audio.launch new file mode 100644 index 0000000..663bb49 --- /dev/null +++ b/vz_acoustic_scene_analysis/launch/wav_audio.launch @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/audio_capture.cpp b/vz_acoustic_scene_analysis/scripts/audio_capture.cpp deleted file mode 100644 index 9e56263..0000000 --- a/vz_acoustic_scene_analysis/scripts/audio_capture.cpp +++ /dev/null @@ -1,236 +0,0 @@ -#include -#include -#include -#include - -#include - -#include "vz_acoustic_scene_analysis/MyAudioData.h" -#include "vz_acoustic_scene_analysis/MyAudioInfo.h" - -namespace audio_transport -{ - class RosGstCapture - { - public: - RosGstCapture() - { - _bitrate = 192; - - std::string dst_type; - - // Need to encoding or publish raw wave data - ros::param::param("~format", _format, "mp3"); - ros::param::param("~sample_format", _sample_format, "S16LE"); - - // The bitrate at which to encode the audio - ros::param::param("~bitrate", _bitrate, 192); - - // only available for raw data - ros::param::param("~channels", _channels, 1); - ros::param::param("~depth", _depth, 16); - ros::param::param("~sample_rate", _sample_rate, 16000); - - // The destination of the audio - ros::param::param("~dst", dst_type, "appsink"); - - // The source of the audio - //ros::param::param("~src", source_type, "alsasrc"); - std::string device; - ros::param::param("~device", device, ""); - - _pub = _nh.advertise("audio", 10, true); - _pub_info = _nh.advertise("audio_info", 1, true); - - _loop = g_main_loop_new(NULL, false); - _pipeline = gst_pipeline_new("ros_pipeline"); - _bus = gst_pipeline_get_bus(GST_PIPELINE(_pipeline)); - gst_bus_add_signal_watch(_bus); - g_signal_connect(_bus, "message::error", - G_CALLBACK(onMessage), this); - g_object_unref(_bus); - - // We create the sink first, just for convenience - if (dst_type == "appsink") - { - _sink = gst_element_factory_make("appsink", "sink"); - g_object_set(G_OBJECT(_sink), "emit-signals", true, NULL); - g_object_set(G_OBJECT(_sink), "max-buffers", 100, NULL); - g_signal_connect( G_OBJECT(_sink), "new-sample", - G_CALLBACK(onNewBuffer), this); - } - else - { - ROS_INFO("file sink to %s", dst_type.c_str()); - _sink = gst_element_factory_make("filesink", "sink"); - g_object_set( G_OBJECT(_sink), "location", dst_type.c_str(), NULL); - } - - _source = gst_element_factory_make("alsasrc", "source"); - // if device isn't specified, it will use the default which is - // the alsa default source. - // A valid device will be of the foram hw:0,0 with other numbers - // than 0 and 0 as are available. - if (device != "") - { - // ghcar *gst_device = device.c_str(); - g_object_set(G_OBJECT(_source), "device", device.c_str(), NULL); - } - - GstCaps *caps; - caps = gst_caps_new_simple("audio/x-raw", - "format", G_TYPE_STRING, _sample_format.c_str(), - "channels", G_TYPE_INT, _channels, - "width", G_TYPE_INT, _depth, - "depth", G_TYPE_INT, _depth, - "rate", G_TYPE_INT, _sample_rate, - "signed", G_TYPE_BOOLEAN, TRUE, - NULL); - - gboolean link_ok; - if (_format == "mp3"){ - _filter = gst_element_factory_make("capsfilter", "filter"); - g_object_set( G_OBJECT(_filter), "caps", caps, NULL); - gst_caps_unref(caps); - - _convert = gst_element_factory_make("audioconvert", "convert"); - if (!_convert) { - ROS_ERROR_STREAM("Failed to create audioconvert element"); - exitOnMainThread(1); - } - - _encode = gst_element_factory_make("lamemp3enc", "encoder"); - if (!_encode) { - ROS_ERROR_STREAM("Failed to create encoder element"); - exitOnMainThread(1); - } - g_object_set( G_OBJECT(_encode), "target", 1, NULL); - g_object_set( G_OBJECT(_encode), "bitrate", _bitrate, NULL); - - gst_bin_add_many( GST_BIN(_pipeline), _source, _filter, _convert, _encode, _sink, NULL); - link_ok = gst_element_link_many(_source, _filter, _convert, _encode, _sink, NULL); - } else if (_format == "wave") { - if (dst_type == "appsink") { - g_object_set( G_OBJECT(_sink), "caps", caps, NULL); - gst_caps_unref(caps); - gst_bin_add_many( GST_BIN(_pipeline), _source, _sink, NULL); - link_ok = gst_element_link_many( _source, _sink, NULL); - } else { - _filter = gst_element_factory_make("wavenc", "filter"); - gst_bin_add_many( GST_BIN(_pipeline), _source, _filter, _sink, NULL); - link_ok = gst_element_link_many( _source, _filter, _sink, NULL); - } - } else { - ROS_ERROR_STREAM("format must be \"wave\" or \"mp3\""); - exitOnMainThread(1); - } - /*} - else - { - _sleep_time = 10000; - _source = gst_element_factory_make("filesrc", "source"); - g_object_set(G_OBJECT(_source), "location", source_type.c_str(), NULL); - - gst_bin_add_many( GST_BIN(_pipeline), _source, _sink, NULL); - gst_element_link_many(_source, _sink, NULL); - } - */ - - if (!link_ok) { - ROS_ERROR_STREAM("Unsupported media type."); - exitOnMainThread(1); - } - - gst_element_set_state(GST_ELEMENT(_pipeline), GST_STATE_PLAYING); - - _gst_thread = boost::thread( boost::bind(g_main_loop_run, _loop) ); - - vz_acoustic_scene_analysis::MyAudioInfo info_msg; - info_msg.channels = _channels; - info_msg.sample_rate = _sample_rate; - info_msg.sample_format = _sample_format; - info_msg.bitrate = _bitrate; - info_msg.coding_format = _format; - _pub_info.publish(info_msg); - } - - ~RosGstCapture() - { - g_main_loop_quit(_loop); - gst_element_set_state(_pipeline, GST_STATE_NULL); - gst_object_unref(_pipeline); - g_main_loop_unref(_loop); - } - - void exitOnMainThread(int code) - { - exit(code); - } - - void publish( const vz_acoustic_scene_analysis::MyAudioData &msg ) - { - _pub.publish(msg); - } - - static GstFlowReturn onNewBuffer (GstAppSink *appsink, gpointer userData) - { - RosGstCapture *server = reinterpret_cast(userData); - GstMapInfo map; - - GstSample *sample; - g_signal_emit_by_name(appsink, "pull-sample", &sample); - - GstBuffer *buffer = gst_sample_get_buffer(sample); - - vz_acoustic_scene_analysis::MyAudioData msg; - gst_buffer_map(buffer, &map, GST_MAP_READ); - msg.data.resize( map.size ); - - memcpy( &msg.data[0], map.data, map.size ); - - gst_buffer_unmap(buffer, &map); - gst_sample_unref(sample); - - server->publish(msg); - - return GST_FLOW_OK; - } - - static gboolean onMessage (GstBus *bus, GstMessage *message, gpointer userData) - { - RosGstCapture *server = reinterpret_cast(userData); - GError *err; - gchar *debug; - - gst_message_parse_error(message, &err, &debug); - ROS_ERROR_STREAM("gstreamer: " << err->message); - g_error_free(err); - g_free(debug); - g_main_loop_quit(server->_loop); - server->exitOnMainThread(1); - return FALSE; - } - - private: - ros::NodeHandle _nh; - ros::Publisher _pub; - ros::Publisher _pub_info; - - boost::thread _gst_thread; - - GstElement *_pipeline, *_source, *_filter, *_sink, *_convert, *_encode; - GstBus *_bus; - int _bitrate, _channels, _depth, _sample_rate; - GMainLoop *_loop; - std::string _format, _sample_format; - }; -} - -int main (int argc, char **argv) -{ - ros::init(argc, argv, "audio_capture"); - gst_init(&argc, &argv); - - audio_transport::RosGstCapture server; - ros::spin(); -} \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/ros_interface.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py deleted file mode 100755 index b18612e..0000000 --- a/vz_acoustic_scene_analysis/scripts/ros_interface.py +++ /dev/null @@ -1,89 +0,0 @@ -#! /usr/bin/python3 - -from sklearn.cluster import k_means -import rospy -import numpy as np -from vz_acoustic_scene_analysis.msg import MyAudioData -from std_msgs.msg import String -from scipy.io.wavfile import write -from collections import deque -import time -from pathlib import Path - - - -# Non ROS import -# import acoustic_scene_analysis as asa - -class RosInterface: - def __init__(self): - home_dir = str(Path.home()) - self.save_dir = home_dir + "/Music/" - # 1) Write subscriber to /audio topic and populate a numpy data structure (array) with the uint8[] data - # self.maxSize = 7 - # self.queue = [None] * 7 - # self.head = self.tail = -1 - self.wav_data = [] - self.arraylength = 0 - self.msg_count = 0 - - rospy.Subscriber("/audio", MyAudioData, self.raw_callback) - - def enqueue(self,data): - # if queue is full - if ((self.tail+1) % self.k == self.head): - # convert to mp3 - # publish mp3 - # remove the first element (call dequeue) - pass - elif (self.head == -1): - self.head = 0 - self.tail = 0 - else: - self.tail = (self.tail +1) % self.maxSize - self.queue[self.tail] = data - - def dequeue(self): - # if empty queue - if (self.head == -1): - pass - # if the self - else: - temp = self.queue[self.head] - - def raw_callback(self, msg): - # print("Length of uint8[]:", len(msg.data)) - self.wav_data.append(msg.data) - - # if (self.msg_count < 10000): - # self.arraylength += len(msg.data) - # print(self.nparray) - # print(len(bytes)) - # else : - # self.byteArray[self.msg_count] = bytes - # print(len(bytes)) - self.msg_count += 1 - - def on_shutdown(self): - wav_arr = np.array(self.wav_data) - print(wav_arr) - print(wav_arr.shape) - write(self.save_dir +'test.mp3', 44100, wav_arr) - print("check music") - pass - -# 2) Check you're "Decoding" the audio ROS message correctly by saving to a .wav file -# 3) Be curious. Listen to the .wav file and see if it sounds gucci, and then maybe twiddle about with the encoding on the audio_capture.cpp, seeing if that changes anything e.g. encoding with mp3 instead. -# 4) If you've made it this far, well done. Try find Utku's function to pass the np array. - - -if __name__ == '__main__': - try: - rospy.init_node('ros_interface', anonymous=True) - ros_int = RosInterface() - - rospy.on_shutdown(ros_int.on_shutdown) - rospy.spin() - except rospy.ROSInterruptException: - print('Audio converter node failed!') - pass \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py similarity index 85% rename from vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py rename to vz_acoustic_scene_analysis/scripts/stretch_audio.py index 27157f8..14768db 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_respeak_test2.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -185,53 +185,12 @@ def get_respeaker_device_id(): return device_id - RESPEAKER_RATE = 16000 RESPEAKER_CHANNELS = 6 # must flash 6_channels_firmware.bin first RESPEAKER_WIDTH = 2 RESPEAKER_INDEX = get_respeaker_device_id() CHUNK = 1024 -# def record_audio(seconds=5): -# p = pyaudio.PyAudio() -# stream = p.open(rate=RESPEAKER_RATE, -# format=p.get_format_from_width(RESPEAKER_WIDTH), -# channels=RESPEAKER_CHANNELS, -# input=True, -# input_device_index=RESPEAKER_INDEX, -# output= False) - -# frames = [] -# for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): -# data = stream.read(CHUNK) -# a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 -# frames.append(a.tobytes()) - -# stream.stop_stream() -# stream.close() -# p.terminate() - -# return frames - - -def save_wav(frames, fname): - p = pyaudio.PyAudio() - wf = wave.open(fname, 'wb') - wf.setnchannels(1) - wf.setsampwidth(p.get_sample_size(p.get_format_from_width(RESPEAKER_WIDTH))) - wf.setframerate(RESPEAKER_RATE) - for val in frames: - wf.writeframes(b''.join(val)) - wf.close() - -# def rec_and_save(): -# print("* recording 5 seconds") -# frames = record_audio() # rospy.Timer(rospy.Duration(0.2), record_audio) -# print("* done") -# file_name = "/home/hello-robot/Desktop/output_audio.wav" -# save_wav(frames, file_name) -# # send test.wav files -# print("* done") class Audio: def __init__(self): @@ -239,24 +198,25 @@ class Audio: self.wav_list = [] self.record_count = 0 # Count how many times we've recorded f seconds of audio self.file_name = "/home/hello-robot/Desktop/output_audio.wav" + # Publisher for Audio Data + # self.audio_data_pub = rospy.Publisher("/wav_data", ) - def write_audio(self): - recorded_frames = self.record_audio(.5) - print("i haz frames: ", self.record_count) + def get_audio(self): + recorded_frames = self.record_audio(.2) # set param here chunk size self.wav_list.append(recorded_frames) self.record_count += 1 # Every 5 seconds for - if ((self.record_count % 5) == 0): + if ((self.record_count % 2) == 0): # set param sequence size + return_list = self.wav_list + # Remove the first object (0.2 seconds of audio data) + self.wav_list.pop(0) # send the frames at the beginning of the list (save as wav for now) - save_wav(self.wav_list,self.file_name) - # Empty list - self.wav_list = [] - print("5 seconds have passed, very nice") + return return_list + def record_audio(self, seconds=5): p = pyaudio.PyAudio() - print ("i NO haz stream") stream = p.open(rate=RESPEAKER_RATE, format=p.get_format_from_width(RESPEAKER_WIDTH), @@ -264,12 +224,10 @@ class Audio: input=True, input_device_index=RESPEAKER_INDEX, output= False) - print ("i haz stream") frames = [] for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): data = stream.read(CHUNK) - print("I haz data from stream: ", i) a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 frames.append(a.tobytes()) @@ -282,6 +240,7 @@ class Audio: def process_audio_loop(self): rospy.init_node("audio_capture") + rospy.param audio_count = 0 dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) try: @@ -289,7 +248,15 @@ class Audio: respeaker = Tuning() while True: if respeaker.is_voice() == 1: - self.write_audio() + # wav_data = list of lists of bytes + wav_data = self.get_audio() + if (str(type(wav_data)) == ""): + # Maybe publish wav_data as ROS message? + pass + # publish_wav(wav_data) # lol + # Call of Utku's function + # asa_out = process_wav(wav_data, asa_params) + # Convert asa_out to ROS message audio_count += 1 print(audio_count) except usb.core.USBError: From 79c44cbed77e0e039427d8ab3c02c06cb6d3ecd3 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 22 Mar 2022 16:00:50 -0400 Subject: [PATCH 21/49] more edits to audio node and added parameters --- vz_acoustic_scene_analysis/CMakeLists.txt | 20 ++++++++-------- .../config/audio_params.yaml | 11 +++++++++ .../launch/wav_audio.launch | 4 ++-- .../msg/MyAudioData.msg | 2 +- vz_acoustic_scene_analysis/package.xml | 2 +- .../scripts/stretch_audio.py | 24 ++++++++++++------- 6 files changed, 40 insertions(+), 23 deletions(-) create mode 100644 vz_acoustic_scene_analysis/config/audio_params.yaml diff --git a/vz_acoustic_scene_analysis/CMakeLists.txt b/vz_acoustic_scene_analysis/CMakeLists.txt index feee399..657b90d 100644 --- a/vz_acoustic_scene_analysis/CMakeLists.txt +++ b/vz_acoustic_scene_analysis/CMakeLists.txt @@ -143,7 +143,7 @@ include_directories( ## Declare a C++ executable ## With catkin_make all packages are built within a single CMake context ## The recommended prefix ensures that target names across packages don't collide -add_executable(audio_capture scripts/audio_capture.cpp) +# add_executable(audio_capture scripts/audio_capture.cpp) ## Rename C++ executable without prefix @@ -154,14 +154,14 @@ add_executable(audio_capture scripts/audio_capture.cpp) ## Add cmake target dependencies of the executable ## same as for the library above -add_dependencies(audio_capture ${catkin_EXPORTED_TARGETS}) +# add_dependencies(audio_capture ${catkin_EXPORTED_TARGETS}) ## Specify libraries to link a library or executable target against -target_link_libraries(audio_capture - ${catkin_LIBRARIES} - ${GST1.0_LIBRARIES} - ${Boost_LIBRARIES} -) +# target_link_libraries(audio_capture +# ${catkin_LIBRARIES} +# ${GST1.0_LIBRARIES} +# ${Boost_LIBRARIES} +# ) ############# @@ -180,9 +180,9 @@ target_link_libraries(audio_capture ## Mark executables for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_executables.html -install(TARGETS audio_capture - DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} -) +# install(TARGETS audio_capture +# DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} +# ) ## Mark libraries for installation ## See http://docs.ros.org/melodic/api/catkin/html/howto/format1/building_libraries.html diff --git a/vz_acoustic_scene_analysis/config/audio_params.yaml b/vz_acoustic_scene_analysis/config/audio_params.yaml new file mode 100644 index 0000000..6c875c1 --- /dev/null +++ b/vz_acoustic_scene_analysis/config/audio_params.yaml @@ -0,0 +1,11 @@ +--- +TIMEOUT: 100000 +VENDOR_ID: 0x2886 +PRODUCT_ID: 0x0018 +RESPEAKER_RATE: 16000 +RESPEAKER_CHANNELS: 6 # must flash 6_channels_firmware.bin first +RESPEAKER_WIDTH: 2 +RESPEAKER_INDEX: get_respeaker_device_id() +CHUNK: 1024 +chunk_size: 0.5 +seconds: 5 \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/launch/wav_audio.launch b/vz_acoustic_scene_analysis/launch/wav_audio.launch index 663bb49..9f442a5 100644 --- a/vz_acoustic_scene_analysis/launch/wav_audio.launch +++ b/vz_acoustic_scene_analysis/launch/wav_audio.launch @@ -1,4 +1,4 @@ - - + + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/MyAudioData.msg index 1735052..ccfdc58 100644 --- a/vz_acoustic_scene_analysis/msg/MyAudioData.msg +++ b/vz_acoustic_scene_analysis/msg/MyAudioData.msg @@ -1 +1 @@ -uint8[] data \ No newline at end of file +string[] data \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/package.xml b/vz_acoustic_scene_analysis/package.xml index 9385210..3ac87f4 100644 --- a/vz_acoustic_scene_analysis/package.xml +++ b/vz_acoustic_scene_analysis/package.xml @@ -82,4 +82,4 @@ - + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 14768db..14bd207 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -4,6 +4,7 @@ from __future__ import print_function import pyaudio import wave import numpy as np +from sympy import re import usb.core import struct import time @@ -13,6 +14,7 @@ import rospy from contextlib import contextmanager import stretch_body.hello_utils as hu hu.print_stretch_re_use() +from vz_acoustic_scene_analysis.msg import MyAudioData # what does this mean @contextmanager @@ -185,11 +187,11 @@ def get_respeaker_device_id(): return device_id -RESPEAKER_RATE = 16000 -RESPEAKER_CHANNELS = 6 # must flash 6_channels_firmware.bin first -RESPEAKER_WIDTH = 2 +RESPEAKER_RATE = 16000 #rospy.get_param("/RESPEAKER_RATE") #16000 +RESPEAKER_CHANNELS = rospy.get_param("/RESPEAKER_CHANNELS") # 6 must flash 6_channels_firmware.bin first +RESPEAKER_WIDTH = rospy.get_param("/RESPEAKER_WIDTH") # 2 RESPEAKER_INDEX = get_respeaker_device_id() -CHUNK = 1024 +CHUNK = rospy.get_param("/RESPEAKER_RATE") # 1024 class Audio: @@ -198,17 +200,22 @@ class Audio: self.wav_list = [] self.record_count = 0 # Count how many times we've recorded f seconds of audio self.file_name = "/home/hello-robot/Desktop/output_audio.wav" + self.secs = rospy.get_param("/seconds") + self.chunk_size = rospy.get_param("/chunk_size") # Publisher for Audio Data - # self.audio_data_pub = rospy.Publisher("/wav_data", ) + self.audio_data_pub = rospy.Publisher("/wav_data", MyAudioData, queue_size=10) def get_audio(self): - recorded_frames = self.record_audio(.2) # set param here chunk size + recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size + # print(str(recorded_frames)) + self.audio_data_pub.publish(recorded_frames) self.wav_list.append(recorded_frames) self.record_count += 1 # Every 5 seconds for - if ((self.record_count % 2) == 0): # set param sequence size + if ((self.record_count % (self.secs/self.chunk_size)) == 0): # set param sequence size return_list = self.wav_list - # Remove the first object (0.2 seconds of audio data) + # Remove 0.2 seconds of audio data + self.wav_list.pop(0) self.wav_list.pop(0) # send the frames at the beginning of the list (save as wav for now) return return_list @@ -240,7 +247,6 @@ class Audio: def process_audio_loop(self): rospy.init_node("audio_capture") - rospy.param audio_count = 0 dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) try: From 9556cd6917071a37bdd7095a9a4f41c3a728ace9 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 22 Mar 2022 17:33:34 -0400 Subject: [PATCH 22/49] Fixed chunk in param --- .../config/audio_params.yaml | 1 - .../launch/wav_audio.launch | 4 ++-- .../msg/MyAudioData.msg | 2 +- .../scripts/stretch_audio.py | 22 +++++++++---------- 4 files changed, 14 insertions(+), 15 deletions(-) diff --git a/vz_acoustic_scene_analysis/config/audio_params.yaml b/vz_acoustic_scene_analysis/config/audio_params.yaml index 6c875c1..4f25a13 100644 --- a/vz_acoustic_scene_analysis/config/audio_params.yaml +++ b/vz_acoustic_scene_analysis/config/audio_params.yaml @@ -1,4 +1,3 @@ ---- TIMEOUT: 100000 VENDOR_ID: 0x2886 PRODUCT_ID: 0x0018 diff --git a/vz_acoustic_scene_analysis/launch/wav_audio.launch b/vz_acoustic_scene_analysis/launch/wav_audio.launch index 9f442a5..62d5536 100644 --- a/vz_acoustic_scene_analysis/launch/wav_audio.launch +++ b/vz_acoustic_scene_analysis/launch/wav_audio.launch @@ -1,4 +1,4 @@ - - + + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/MyAudioData.msg index ccfdc58..38c1e43 100644 --- a/vz_acoustic_scene_analysis/msg/MyAudioData.msg +++ b/vz_acoustic_scene_analysis/msg/MyAudioData.msg @@ -1 +1 @@ -string[] data \ No newline at end of file +uint16[] data \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 14bd207..d4ddbb4 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -187,12 +187,11 @@ def get_respeaker_device_id(): return device_id -RESPEAKER_RATE = 16000 #rospy.get_param("/RESPEAKER_RATE") #16000 -RESPEAKER_CHANNELS = rospy.get_param("/RESPEAKER_CHANNELS") # 6 must flash 6_channels_firmware.bin first -RESPEAKER_WIDTH = rospy.get_param("/RESPEAKER_WIDTH") # 2 +RESPEAKER_RATE = rospy.get_param("/RESPEAKER_RATE", 16000) +RESPEAKER_CHANNELS = rospy.get_param("/RESPEAKER_CHANNELS", 6) # 6 must flash 6_channels_firmware.bin first +RESPEAKER_WIDTH = rospy.get_param("/RESPEAKER_WIDTH", 2) RESPEAKER_INDEX = get_respeaker_device_id() -CHUNK = rospy.get_param("/RESPEAKER_RATE") # 1024 - +CHUNK = rospy.get_param("/CHUNK", 1024) class Audio: def __init__(self): @@ -207,8 +206,9 @@ class Audio: def get_audio(self): recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size - # print(str(recorded_frames)) - self.audio_data_pub.publish(recorded_frames) + audio = MyAudioData() + audio.data = np.array(recorded_frames, dtype=np.uint16) + self.audio_data_pub.publish(audio) self.wav_list.append(recorded_frames) self.record_count += 1 # Every 5 seconds for @@ -256,15 +256,15 @@ class Audio: if respeaker.is_voice() == 1: # wav_data = list of lists of bytes wav_data = self.get_audio() - if (str(type(wav_data)) == ""): - # Maybe publish wav_data as ROS message? - pass + # if (str(type(wav_data)) == ""): + # # Maybe publish wav_data as ROS message? + # pass # publish_wav(wav_data) # lol # Call of Utku's function # asa_out = process_wav(wav_data, asa_params) # Convert asa_out to ROS message audio_count += 1 - print(audio_count) + print("Audio count: ", audio_count) except usb.core.USBError: print('Respeaker not on USB bus') From 9dbd2e3d876123d73116102e4b0be2052a80c6c5 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Wed, 23 Mar 2022 10:56:21 -0400 Subject: [PATCH 23/49] working audio script that pblishs audio message --- .../scripts/stretch_audio.py | 23 ++++++++++++++----- 1 file changed, 17 insertions(+), 6 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index d4ddbb4..ac78448 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -15,6 +15,7 @@ from contextlib import contextmanager import stretch_body.hello_utils as hu hu.print_stretch_re_use() from vz_acoustic_scene_analysis.msg import MyAudioData +from rospy.numpy_msg import numpy_msg # what does this mean @contextmanager @@ -202,13 +203,13 @@ class Audio: self.secs = rospy.get_param("/seconds") self.chunk_size = rospy.get_param("/chunk_size") # Publisher for Audio Data - self.audio_data_pub = rospy.Publisher("/wav_data", MyAudioData, queue_size=10) + self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) def get_audio(self): recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size - audio = MyAudioData() - audio.data = np.array(recorded_frames, dtype=np.uint16) - self.audio_data_pub.publish(audio) + # audio = MyAudioData() + # audio.data = np.array(recorded_frames, dtype=np.uint16) + # self.audio_data_pub.publish(audio) self.wav_list.append(recorded_frames) self.record_count += 1 # Every 5 seconds for @@ -235,9 +236,19 @@ class Audio: frames = [] for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): data = stream.read(CHUNK) - a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 + a = np.frombuffer(data,dtype=np.uint16)[0::6] # extracts fused channel 0 + print("a type: ", type(a[0])) + print("a length: ", len(a)) + self.audio_data_pub.publish(a) frames.append(a.tobytes()) - + + # print("Length of frames: ", len(frames)) + # Check to prevent empty frames list + if (len(frames) == 0): + # add garbage data + print("Having issues") + data[0] == 1 + stream.stop_stream() stream.close() p.terminate() From 286441573040e499d616bdbc075be47e91e20469 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Wed, 23 Mar 2022 18:04:05 -0400 Subject: [PATCH 24/49] I FIXED THE SHUTTING DOWN ISSUE!!!! --- vz_acoustic_scene_analysis/msg/MyAudioData.msg | 2 +- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 13 +++++++++---- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/MyAudioData.msg index 38c1e43..d66c32c 100644 --- a/vz_acoustic_scene_analysis/msg/MyAudioData.msg +++ b/vz_acoustic_scene_analysis/msg/MyAudioData.msg @@ -1 +1 @@ -uint16[] data \ No newline at end of file +int16[] data \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index ac78448..274367d 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -202,6 +202,7 @@ class Audio: self.file_name = "/home/hello-robot/Desktop/output_audio.wav" self.secs = rospy.get_param("/seconds") self.chunk_size = rospy.get_param("/chunk_size") + self.respeaker = Tuning() # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) @@ -236,7 +237,7 @@ class Audio: frames = [] for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): data = stream.read(CHUNK) - a = np.frombuffer(data,dtype=np.uint16)[0::6] # extracts fused channel 0 + a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 print("a type: ", type(a[0])) print("a length: ", len(a)) self.audio_data_pub.publish(a) @@ -257,14 +258,12 @@ class Audio: def process_audio_loop(self): - rospy.init_node("audio_capture") audio_count = 0 dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) try: if dev: - respeaker = Tuning() while True: - if respeaker.is_voice() == 1: + if self.respeaker.is_voice() == 1: # wav_data = list of lists of bytes wav_data = self.get_audio() # if (str(type(wav_data)) == ""): @@ -279,11 +278,17 @@ class Audio: except usb.core.USBError: print('Respeaker not on USB bus') + def shutdown(self): + self.respeaker.close() + print("shutting down") + if __name__ == "__main__": try: + rospy.init_node("audio_capture") audio = Audio() audio.process_audio_loop() except rospy.ROSInterruptException: print('Audio processing node failed!') + rospy.on_shutdown(audio.shutdown) pass \ No newline at end of file From 442232d6081da963c22f216be0627b009879ea31 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Thu, 24 Mar 2022 12:30:37 -0400 Subject: [PATCH 25/49] Node dying gracefully and interating with Utku's --- .../scripts/stretch_audio.py | 46 +++++++++---------- 1 file changed, 23 insertions(+), 23 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 274367d..9004cac 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -9,13 +9,19 @@ import usb.core import struct import time import os -import sys import rospy from contextlib import contextmanager import stretch_body.hello_utils as hu hu.print_stretch_re_use() from vz_acoustic_scene_analysis.msg import MyAudioData from rospy.numpy_msg import numpy_msg +# Utku's script +# import segmentation as seg +import sys +sys.path.append('/home/hello-robot/vz_modules/NEU_VZ_ASA/MehrshadTesting/codes/A_CoughDetection/src') +import feature_class +import DSP + # what does this mean @contextmanager @@ -94,10 +100,6 @@ class Tuning: if not self.dev: raise RuntimeError("Failed to find Respeaker device") rospy.loginfo("Initializing Respeaker device") - # Initialize inputs and outputs to other module code - self.audio_signal = None - self.prediction = None - # self.param = rospy.get_param('') def write(self, name, value): @@ -129,7 +131,6 @@ class Tuning: id = data[0] - # not sure what is happening here cmd = 0x80 | data[1] if data[2] == 'int': cmd |= 0x40 @@ -194,7 +195,7 @@ RESPEAKER_WIDTH = rospy.get_param("/RESPEAKER_WIDTH", 2) RESPEAKER_INDEX = get_respeaker_device_id() CHUNK = rospy.get_param("/CHUNK", 1024) -class Audio: +class ROSInterface: def __init__(self): # Initialiaze list to store audio segments self.wav_list = [] @@ -205,16 +206,15 @@ class Audio: self.respeaker = Tuning() # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) + # Connect to Utku's code def get_audio(self): recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size - # audio = MyAudioData() - # audio.data = np.array(recorded_frames, dtype=np.uint16) - # self.audio_data_pub.publish(audio) self.wav_list.append(recorded_frames) self.record_count += 1 # Every 5 seconds for - if ((self.record_count % (self.secs/self.chunk_size)) == 0): # set param sequence size + # if ((self.record_count % (self.secs/self.chunk_size)) == 0): # set param sequence size + if (self.record_count % 3 == 0): return_list = self.wav_list # Remove 0.2 seconds of audio data self.wav_list.pop(0) @@ -243,7 +243,6 @@ class Audio: self.audio_data_pub.publish(a) frames.append(a.tobytes()) - # print("Length of frames: ", len(frames)) # Check to prevent empty frames list if (len(frames) == 0): # add garbage data @@ -262,23 +261,24 @@ class Audio: dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) try: if dev: - while True: + while not rospy.is_shutdown(): if self.respeaker.is_voice() == 1: # wav_data = list of lists of bytes wav_data = self.get_audio() - # if (str(type(wav_data)) == ""): - # # Maybe publish wav_data as ROS message? - # pass - # publish_wav(wav_data) # lol - # Call of Utku's function - # asa_out = process_wav(wav_data, asa_params) - # Convert asa_out to ROS message + # if wav_data is a list + if(isinstance(wav_data, list)): + # flatten list + flat_list = [item for sublist in wav_data for item in sublist] + print(type(flat_list[0])) + # Call of Utku's function + # asa_out = process_wav(wav_data, asa_params) + # Convert asa_out to ROS message audio_count += 1 print("Audio count: ", audio_count) except usb.core.USBError: print('Respeaker not on USB bus') - def shutdown(self): + def cleanup(self): self.respeaker.close() print("shutting down") @@ -286,9 +286,9 @@ class Audio: if __name__ == "__main__": try: rospy.init_node("audio_capture") - audio = Audio() + audio = ROSInterface() audio.process_audio_loop() except rospy.ROSInterruptException: print('Audio processing node failed!') - rospy.on_shutdown(audio.shutdown) + rospy.on_shutdown(audio.cleanup) pass \ No newline at end of file From 8d4bab2ea7af1b0a0531e0af4460cc43b2d0f997 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Thu, 24 Mar 2022 16:30:47 -0400 Subject: [PATCH 26/49] importing DSP python script --- vz_acoustic_scene_analysis/CMakeLists.txt | 2 +- .../models/cough_classification_scaler | Bin 0 -> 2158 bytes .../models/cough_classifier | Bin 0 -> 47433 bytes .../scripts/stretch_audio.py | 29 +++++++++++++----- vz_acoustic_scene_analysis/setup.py | 8 +++++ 5 files changed, 30 insertions(+), 9 deletions(-) create mode 100644 vz_acoustic_scene_analysis/models/cough_classification_scaler create mode 100644 vz_acoustic_scene_analysis/models/cough_classifier create mode 100644 vz_acoustic_scene_analysis/setup.py diff --git a/vz_acoustic_scene_analysis/CMakeLists.txt b/vz_acoustic_scene_analysis/CMakeLists.txt index 657b90d..bb85832 100644 --- a/vz_acoustic_scene_analysis/CMakeLists.txt +++ b/vz_acoustic_scene_analysis/CMakeLists.txt @@ -28,7 +28,7 @@ find_package(Boost REQUIRED COMPONENTS thread) ## Uncomment this if the package has a setup.py. 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z;So_@VLlSisF;}&MoL=s_X-SSV%=M^6?{UxA|oY{o=luiSaj&j7;~TS2#I-UbVyX7 zS44zYjGAYJ#3wu~GAbh4CrXWpm(@}W^Ocn{2`+*}Cef*hHo-k z#%6|j(q3k|G<644=@}wnvV0bbF{bl{{hB-9r6GG literal 0 HcmV?d00001 diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 9004cac..fd0ee16 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -8,22 +8,31 @@ from sympy import re import usb.core import struct import time +import sys import os import rospy +import pickle from contextlib import contextmanager import stretch_body.hello_utils as hu hu.print_stretch_re_use() from vz_acoustic_scene_analysis.msg import MyAudioData from rospy.numpy_msg import numpy_msg -# Utku's script -# import segmentation as seg -import sys -sys.path.append('/home/hello-robot/vz_modules/NEU_VZ_ASA/MehrshadTesting/codes/A_CoughDetection/src') -import feature_class -import DSP +import NEU_VZ_ASA.MehrshadTesting.codes.A_CoughDetection.src.DSP as dsp + +model_path = '/home/hello-robot/clone/Robot_Autonomous_Navigation/catkin_ws/src/stretch_ros/vz_acoustic_scene_analysis/models/' +cough_classifier_file = model_path + 'cough_classifier' +cough_classifier_scaler = model_path + 'cough_classification_scaler' +loaded_model = pickle.load(open(cough_classifier_file, 'rb')) +loaded_scaler = pickle.load(open(cough_classifier_scaler, 'rb')) + +# model_loc = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) +# print(model_loc) +from models import cough_classifier, cough_classification_scaler +# Import Utku's script +# from vz_acoustic_scene_analysis.models import cough_classifier as classifier +# from vz_acoustic_scene_analysis.models import cough_classification_scaler as scaler -# what does this mean @contextmanager def ignore_stderr(): devnull = None @@ -206,7 +215,9 @@ class ROSInterface: self.respeaker = Tuning() # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) - # Connect to Utku's code + # For Utku's code: float of cough probabilty from sample + self.cough_prob = 0 + def get_audio(self): recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size @@ -271,6 +282,8 @@ class ROSInterface: flat_list = [item for sublist in wav_data for item in sublist] print(type(flat_list[0])) # Call of Utku's function + self.cough_prob = dsp.classify_cough(flat_list, RESPEAKER_RATE) + print(self.cough_prob) # asa_out = process_wav(wav_data, asa_params) # Convert asa_out to ROS message audio_count += 1 diff --git a/vz_acoustic_scene_analysis/setup.py b/vz_acoustic_scene_analysis/setup.py new file mode 100644 index 0000000..e898f98 --- /dev/null +++ b/vz_acoustic_scene_analysis/setup.py @@ -0,0 +1,8 @@ +from distutils.core import setup +from catkin_pkg.python_setup import generate_distutils_setup + +d = generate_distutils_setup( + packages=['vz_acoustic_scene_analysis'], + package_dir={'': 'scripts'} +) +setup(**d) \ No newline at end of file From 07c465ed338628bbe702d43436bc994468c7c9a0 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Fri, 25 Mar 2022 14:52:22 -0400 Subject: [PATCH 27/49] integrating with utkus code --- .../models/cough_classification_scaler | Bin 2158 -> 0 bytes .../models/cough_classifier | Bin 47433 -> 0 bytes .../scripts/stretch_audio.py | 24 +++++++----------- 3 files changed, 9 insertions(+), 15 deletions(-) delete mode 100644 vz_acoustic_scene_analysis/models/cough_classification_scaler delete mode 100644 vz_acoustic_scene_analysis/models/cough_classifier diff --git a/vz_acoustic_scene_analysis/models/cough_classification_scaler b/vz_acoustic_scene_analysis/models/cough_classification_scaler deleted file mode 100644 index e4bf27a38306fd5bb1012ffbc20ad6d319b24274..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2158 zcmZ`*eKgcrA14_Z!WyZG&3n->-ex8hbH9xuG?QqBXqq?1%M5pBc=Ecjib$`trO?Yp 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z?W-WdE6g`M)H5>5D@wx5XER|_E-We_LgMAiEO2#a?`sIcJcGi$BbkLRP2AhD$-vN= z;So_@VLlSisF;}&MoL=s_X-SSV%=M^6?{UxA|oY{o=luiSaj&j7;~TS2#I-UbVyX7 zS44zYjGAYJ#3wu~GAbh4CrXWpm(@}W^Ocn{2`+*}Cef*hHo-k z#%6|j(q3k|G<644=@}wnvV0bbF{bl{{hB-9r6GG diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index fd0ee16..8f3622e 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -17,21 +17,8 @@ import stretch_body.hello_utils as hu hu.print_stretch_re_use() from vz_acoustic_scene_analysis.msg import MyAudioData from rospy.numpy_msg import numpy_msg - import NEU_VZ_ASA.MehrshadTesting.codes.A_CoughDetection.src.DSP as dsp -model_path = '/home/hello-robot/clone/Robot_Autonomous_Navigation/catkin_ws/src/stretch_ros/vz_acoustic_scene_analysis/models/' -cough_classifier_file = model_path + 'cough_classifier' -cough_classifier_scaler = model_path + 'cough_classification_scaler' -loaded_model = pickle.load(open(cough_classifier_file, 'rb')) -loaded_scaler = pickle.load(open(cough_classifier_scaler, 'rb')) - -# model_loc = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) -# print(model_loc) -from models import cough_classifier, cough_classification_scaler -# Import Utku's script -# from vz_acoustic_scene_analysis.models import cough_classifier as classifier -# from vz_acoustic_scene_analysis.models import cough_classification_scaler as scaler @contextmanager def ignore_stderr(): @@ -216,7 +203,14 @@ class ROSInterface: # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) # For Utku's code: float of cough probabilty from sample - self.cough_prob = 0 + self.cough_prob = 90 + + self.model_path = '/home/hello-robot/vz_modules/NEU_VZ_ASA/MehrshadTesting/codes/A_CoughDetection/models/' + self.cough_classifier_file = self.model_path + 'cough_classifier' + self.cough_classifier_scaler = self.model_path + 'cough_classification_scaler' + self.loaded_model = pickle.load(open(self.cough_classifier_file, 'rb')) + self.loaded_scaler = pickle.load(open(self.cough_classifier_scaler, 'rb')) + def get_audio(self): @@ -282,7 +276,7 @@ class ROSInterface: flat_list = [item for sublist in wav_data for item in sublist] print(type(flat_list[0])) # Call of Utku's function - self.cough_prob = dsp.classify_cough(flat_list, RESPEAKER_RATE) + self.cough_prob = dsp.classify_cough(flat_list,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) print(self.cough_prob) # asa_out = process_wav(wav_data, asa_params) # Convert asa_out to ROS message From 7254682eebf01e17a6d2cb17e84dbb2925e370ba Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 13:41:33 -0400 Subject: [PATCH 28/49] Updated messae names w/ prefix VZ_ --- vz_acoustic_scene_analysis/CMakeLists.txt | 4 ++-- .../msg/{MyAudioData.msg => VZ_AudioData.msg} | 0 .../msg/{MyAudioInfo.msg => VZ_AudioInfo.msg} | 0 vz_acoustic_scene_analysis/scripts/stretch_audio.py | 4 ++-- 4 files changed, 4 insertions(+), 4 deletions(-) rename vz_acoustic_scene_analysis/msg/{MyAudioData.msg => VZ_AudioData.msg} (100%) rename vz_acoustic_scene_analysis/msg/{MyAudioInfo.msg => VZ_AudioInfo.msg} (100%) diff --git a/vz_acoustic_scene_analysis/CMakeLists.txt b/vz_acoustic_scene_analysis/CMakeLists.txt index bb85832..3b3f06b 100644 --- a/vz_acoustic_scene_analysis/CMakeLists.txt +++ b/vz_acoustic_scene_analysis/CMakeLists.txt @@ -57,8 +57,8 @@ catkin_python_setup() ## Generate messages in the 'msg' folder add_message_files( FILES - MyAudioInfo.msg - MyAudioData.msg + VZ_AudioInfo.msg + VZ_AudioData.msg ) ## Generate services in the 'srv' folder diff --git a/vz_acoustic_scene_analysis/msg/MyAudioData.msg b/vz_acoustic_scene_analysis/msg/VZ_AudioData.msg similarity index 100% rename from vz_acoustic_scene_analysis/msg/MyAudioData.msg rename to vz_acoustic_scene_analysis/msg/VZ_AudioData.msg diff --git a/vz_acoustic_scene_analysis/msg/MyAudioInfo.msg b/vz_acoustic_scene_analysis/msg/VZ_AudioInfo.msg similarity index 100% rename from vz_acoustic_scene_analysis/msg/MyAudioInfo.msg rename to vz_acoustic_scene_analysis/msg/VZ_AudioInfo.msg diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 8f3622e..d7c148d 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -15,7 +15,7 @@ import pickle from contextlib import contextmanager import stretch_body.hello_utils as hu hu.print_stretch_re_use() -from vz_acoustic_scene_analysis.msg import MyAudioData +from vz_acoustic_scene_analysis.msg import VZ_AudioData from rospy.numpy_msg import numpy_msg import NEU_VZ_ASA.MehrshadTesting.codes.A_CoughDetection.src.DSP as dsp @@ -201,7 +201,7 @@ class ROSInterface: self.chunk_size = rospy.get_param("/chunk_size") self.respeaker = Tuning() # Publisher for Audio Data - self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(MyAudioData), queue_size=10) + self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(VZ_AudioData), queue_size=10) # For Utku's code: float of cough probabilty from sample self.cough_prob = 90 From 635001bf12cb63f23ebb98e12ac9e326cb0f4e24 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 14:11:18 -0400 Subject: [PATCH 29/49] Added namespace and units for params --- .../config/audio_params.yaml | 2 +- .../launch/wav_audio.launch | 2 +- .../scripts/stretch_audio.py | 16 ++++++++-------- 3 files changed, 10 insertions(+), 10 deletions(-) diff --git a/vz_acoustic_scene_analysis/config/audio_params.yaml b/vz_acoustic_scene_analysis/config/audio_params.yaml index 4f25a13..1a280d3 100644 --- a/vz_acoustic_scene_analysis/config/audio_params.yaml +++ b/vz_acoustic_scene_analysis/config/audio_params.yaml @@ -1,4 +1,4 @@ -TIMEOUT: 100000 +TIMEOUT_SECONDS: 100000 VENDOR_ID: 0x2886 PRODUCT_ID: 0x0018 RESPEAKER_RATE: 16000 diff --git a/vz_acoustic_scene_analysis/launch/wav_audio.launch b/vz_acoustic_scene_analysis/launch/wav_audio.launch index 62d5536..ce95e91 100644 --- a/vz_acoustic_scene_analysis/launch/wav_audio.launch +++ b/vz_acoustic_scene_analysis/launch/wav_audio.launch @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index d7c148d..05a54f1 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -86,11 +86,11 @@ PARAMETERS = { class Tuning: - TIMEOUT = 100000 + # TIMEOUT = rospy.get_param("/TIMEOUT_SECONDS", 100000) audio_list = [] def __init__(self): - self.TIMEOUT = 100000 + self.TIMEOUT = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/TIMEOUT_SECONDS", 100000) self.dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) if not self.dev: @@ -185,11 +185,11 @@ def get_respeaker_device_id(): return device_id -RESPEAKER_RATE = rospy.get_param("/RESPEAKER_RATE", 16000) -RESPEAKER_CHANNELS = rospy.get_param("/RESPEAKER_CHANNELS", 6) # 6 must flash 6_channels_firmware.bin first -RESPEAKER_WIDTH = rospy.get_param("/RESPEAKER_WIDTH", 2) +RESPEAKER_RATE = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/RESPEAKER_RATE", 16000) +RESPEAKER_CHANNELS = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/RESPEAKER_CHANNELS", 6) # 6 must flash 6_channels_firmware.bin first +RESPEAKER_WIDTH = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/RESPEAKER_WIDTH", 2) RESPEAKER_INDEX = get_respeaker_device_id() -CHUNK = rospy.get_param("/CHUNK", 1024) +CHUNK = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/CHUNK", 1024) class ROSInterface: def __init__(self): @@ -197,8 +197,8 @@ class ROSInterface: self.wav_list = [] self.record_count = 0 # Count how many times we've recorded f seconds of audio self.file_name = "/home/hello-robot/Desktop/output_audio.wav" - self.secs = rospy.get_param("/seconds") - self.chunk_size = rospy.get_param("/chunk_size") + self.secs = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/seconds") + self.chunk_size = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/chunk_size") self.respeaker = Tuning() # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(VZ_AudioData), queue_size=10) From 170f3d4d05354cc6464125ca6bd4446653484076 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 14:30:28 -0400 Subject: [PATCH 30/49] Cleaning up params more --- .../config/audio_params.yaml | 6 +++--- .../scripts/stretch_audio.py | 16 +++++++--------- 2 files changed, 10 insertions(+), 12 deletions(-) diff --git a/vz_acoustic_scene_analysis/config/audio_params.yaml b/vz_acoustic_scene_analysis/config/audio_params.yaml index 1a280d3..2f98196 100644 --- a/vz_acoustic_scene_analysis/config/audio_params.yaml +++ b/vz_acoustic_scene_analysis/config/audio_params.yaml @@ -1,4 +1,4 @@ -TIMEOUT_SECONDS: 100000 +TIMEOUT_MILLISECONDS: 100000 VENDOR_ID: 0x2886 PRODUCT_ID: 0x0018 RESPEAKER_RATE: 16000 @@ -6,5 +6,5 @@ RESPEAKER_CHANNELS: 6 # must flash 6_channels_firmware.bin first RESPEAKER_WIDTH: 2 RESPEAKER_INDEX: get_respeaker_device_id() CHUNK: 1024 -chunk_size: 0.5 -seconds: 5 \ No newline at end of file +CHUNK_SIZE: 0.5 +SECONDS: 5 \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 05a54f1..a03cd60 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -86,11 +86,8 @@ PARAMETERS = { class Tuning: - # TIMEOUT = rospy.get_param("/TIMEOUT_SECONDS", 100000) - audio_list = [] - def __init__(self): - self.TIMEOUT = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/TIMEOUT_SECONDS", 100000) + self.TIMEOUT = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/TIMEOUT_MILLISECONDS", 100000) self.dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) if not self.dev: @@ -115,9 +112,10 @@ class Tuning: else: payload = struct.pack(b'ifi', data[1], float(value), 0) - self.dev.ctrl_transfer( - usb.util.CTRL_OUT | usb.util.CTRL_TYPE_VENDOR | usb.util.CTRL_RECIPIENT_DEVICE, - 0, 0, id, payload, self.TIMEOUT) + self.dev.ctrl_transfer() + # ( + # usb.util.CTRL_OUT | usb.util.CTRL_TYPE_VENDOR | usb.util.CTRL_RECIPIENT_DEVICE, + # 0, 0, id, payload, self.TIMEOUT) def read(self, name): try: @@ -197,8 +195,8 @@ class ROSInterface: self.wav_list = [] self.record_count = 0 # Count how many times we've recorded f seconds of audio self.file_name = "/home/hello-robot/Desktop/output_audio.wav" - self.secs = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/seconds") - self.chunk_size = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/chunk_size") + self.secs = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/SECONDS") + self.chunk_size = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/CHUNK_SIZE") self.respeaker = Tuning() # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(VZ_AudioData), queue_size=10) From c634dad543afa7ed43d3d5b1a66629ef8b45fa8f Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 14:33:01 -0400 Subject: [PATCH 31/49] added comment to audio data message --- vz_acoustic_scene_analysis/msg/VZ_AudioData.msg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vz_acoustic_scene_analysis/msg/VZ_AudioData.msg b/vz_acoustic_scene_analysis/msg/VZ_AudioData.msg index d66c32c..54124e6 100644 --- a/vz_acoustic_scene_analysis/msg/VZ_AudioData.msg +++ b/vz_acoustic_scene_analysis/msg/VZ_AudioData.msg @@ -1 +1 @@ -int16[] data \ No newline at end of file +int16[] data # Represents raw wav audio data \ No newline at end of file From f0ab567e1f533193bdd8c1d78847dbac348063cc Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 14:41:37 -0400 Subject: [PATCH 32/49] Seperated imports for Python, ROS, and custom --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index a03cd60..ed4aa64 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -1,5 +1,6 @@ #!/usr/bin/env python3 +# Non ROS imports from __future__ import print_function import pyaudio import wave @@ -10,13 +11,17 @@ import struct import time import sys import os -import rospy import pickle from contextlib import contextmanager + +# ROS specific imports +import rospy +from rospy.numpy_msg import numpy_msg + +# Custom imports import stretch_body.hello_utils as hu hu.print_stretch_re_use() from vz_acoustic_scene_analysis.msg import VZ_AudioData -from rospy.numpy_msg import numpy_msg import NEU_VZ_ASA.MehrshadTesting.codes.A_CoughDetection.src.DSP as dsp From c452ee309c2d6aa4be12afe6949fbbc6ade4660f Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 14:59:17 -0400 Subject: [PATCH 33/49] Made camera topics parameters --- .../launch/human_state_estimation.launch | 4 +++- vz_human_state_estimation/scripts/ros_interface.py | 8 ++++++-- 2 files changed, 9 insertions(+), 3 deletions(-) diff --git a/vz_human_state_estimation/launch/human_state_estimation.launch b/vz_human_state_estimation/launch/human_state_estimation.launch index ef5cdb8..47f270a 100644 --- a/vz_human_state_estimation/launch/human_state_estimation.launch +++ b/vz_human_state_estimation/launch/human_state_estimation.launch @@ -1,5 +1,7 @@ - + + + \ No newline at end of file diff --git a/vz_human_state_estimation/scripts/ros_interface.py b/vz_human_state_estimation/scripts/ros_interface.py index 5ad12bd..20bde4d 100755 --- a/vz_human_state_estimation/scripts/ros_interface.py +++ b/vz_human_state_estimation/scripts/ros_interface.py @@ -33,9 +33,13 @@ class ROSInterface: # set up CV Bridge self.bridge = CvBridge() + # Get topic names + self.rgbd_topic = rospy.get_param("rgbd_topic") + self.thermal_topic = rospy.get_param("thermal_topic") + #Image subscribers - rgbd_sub = message_filters.Subscriber("/D435i/image_raw",Image) - thermal_sub = message_filters.Subscriber("/flir_3_5_near_realsense_raw",Image) + rgbd_sub = message_filters.Subscriber(self.rgbd_topic, Image) + thermal_sub = message_filters.Subscriber(self.thermal_topic, Image) # todo: confirm the slop parameter with Paul Ghanem. 2 secs seems high ats = message_filters.ApproximateTimeSynchronizer([rgbd_sub,thermal_sub],queue_size=10,slop=2.0) From c8183b61c04c34105ffdffc0c93cab35c0cc3b07 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:04:31 -0400 Subject: [PATCH 34/49] got rid of count and pass --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index ed4aa64..5e96c78 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -265,7 +265,6 @@ class ROSInterface: def process_audio_loop(self): - audio_count = 0 dev = usb.core.find(idVendor=0x2886, idProduct=0x0018) try: if dev: @@ -281,10 +280,7 @@ class ROSInterface: # Call of Utku's function self.cough_prob = dsp.classify_cough(flat_list,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) print(self.cough_prob) - # asa_out = process_wav(wav_data, asa_params) - # Convert asa_out to ROS message - audio_count += 1 - print("Audio count: ", audio_count) + # do something with probability (publish?) except usb.core.USBError: print('Respeaker not on USB bus') @@ -300,5 +296,4 @@ if __name__ == "__main__": audio.process_audio_loop() except rospy.ROSInterruptException: print('Audio processing node failed!') - rospy.on_shutdown(audio.cleanup) - pass \ No newline at end of file + rospy.on_shutdown(audio.cleanup) \ No newline at end of file From a174794ecfe1852445cb76ce8170845794b91770 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:05:58 -0400 Subject: [PATCH 35/49] removed file_name variable --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 1 - 1 file changed, 1 deletion(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 5e96c78..ebbe640 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -199,7 +199,6 @@ class ROSInterface: # Initialiaze list to store audio segments self.wav_list = [] self.record_count = 0 # Count how many times we've recorded f seconds of audio - self.file_name = "/home/hello-robot/Desktop/output_audio.wav" self.secs = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/SECONDS") self.chunk_size = rospy.get_param("/VZ_ACOUSTIC_SCENE_ANALYSIS/CHUNK_SIZE") self.respeaker = Tuning() From 76a2496b59a59fb9c7538c2b057bc4e99b04beb6 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:09:40 -0400 Subject: [PATCH 36/49] set variable for calc to get n secs od audio --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index ebbe640..9285eb2 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -242,7 +242,8 @@ class ROSInterface: output= False) frames = [] - for i in range(0, int(RESPEAKER_RATE / CHUNK * seconds)): + arr_length = int(RESPEAKER_RATE / CHUNK * seconds) # get length of array to produce n seconds of audio + for i in range(0, arr_length): data = stream.read(CHUNK) a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 print("a type: ", type(a[0])) From 68b276a1fa51c03344eeb91d1323bad3e4f838fe Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:11:25 -0400 Subject: [PATCH 37/49] clarified 2 pops wit comment --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 9285eb2..001bb8d 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -223,7 +223,7 @@ class ROSInterface: # if ((self.record_count % (self.secs/self.chunk_size)) == 0): # set param sequence size if (self.record_count % 3 == 0): return_list = self.wav_list - # Remove 0.2 seconds of audio data + # Remove fist two objects in array to remove 0.2 seconds of audio data from array self.wav_list.pop(0) self.wav_list.pop(0) # send the frames at the beginning of the list (save as wav for now) From 45f42fb5a5bf316d6311b3de6e6ab18af1fa81c2 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:14:16 -0400 Subject: [PATCH 38/49] creates sequence size variable for readability --- vz_acoustic_scene_analysis/scripts/stretch_audio.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/stretch_audio.py index 001bb8d..6987892 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/stretch_audio.py @@ -218,10 +218,9 @@ class ROSInterface: def get_audio(self): recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size self.wav_list.append(recorded_frames) - self.record_count += 1 - # Every 5 seconds for - # if ((self.record_count % (self.secs/self.chunk_size)) == 0): # set param sequence size - if (self.record_count % 3 == 0): + self.record_count += 1 + self.sequence_size = 3 # self.secs/self.chunk_size + if (self.record_count % self.sequence_size == 0): return_list = self.wav_list # Remove fist two objects in array to remove 0.2 seconds of audio data from array self.wav_list.pop(0) From 8e37484dd7dcb8bd0f3d52d746ec9512f75120a5 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 29 Mar 2022 15:48:40 -0400 Subject: [PATCH 39/49] updated audio node name and removed prints --- vz_acoustic_scene_analysis/launch/wav_audio.launch | 2 +- .../scripts/{stretch_audio.py => ros_interface.py} | 6 ++---- vz_ros_wrappers/launch/D435i_and_Lepton.launch | 4 +++- vz_ros_wrappers/scripts/grab_D435i.py | 5 ++++- vz_ros_wrappers/scripts/grab_thermal.py | 5 ++++- 5 files changed, 14 insertions(+), 8 deletions(-) rename vz_acoustic_scene_analysis/scripts/{stretch_audio.py => ros_interface.py} (98%) diff --git a/vz_acoustic_scene_analysis/launch/wav_audio.launch b/vz_acoustic_scene_analysis/launch/wav_audio.launch index ce95e91..53ee760 100644 --- a/vz_acoustic_scene_analysis/launch/wav_audio.launch +++ b/vz_acoustic_scene_analysis/launch/wav_audio.launch @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/vz_acoustic_scene_analysis/scripts/stretch_audio.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py similarity index 98% rename from vz_acoustic_scene_analysis/scripts/stretch_audio.py rename to vz_acoustic_scene_analysis/scripts/ros_interface.py index 6987892..2617362 100755 --- a/vz_acoustic_scene_analysis/scripts/stretch_audio.py +++ b/vz_acoustic_scene_analysis/scripts/ros_interface.py @@ -222,6 +222,7 @@ class ROSInterface: self.sequence_size = 3 # self.secs/self.chunk_size if (self.record_count % self.sequence_size == 0): return_list = self.wav_list + print("Collected %d seconds of audio" %(self.secs)) # Remove fist two objects in array to remove 0.2 seconds of audio data from array self.wav_list.pop(0) self.wav_list.pop(0) @@ -245,8 +246,6 @@ class ROSInterface: for i in range(0, arr_length): data = stream.read(CHUNK) a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 - print("a type: ", type(a[0])) - print("a length: ", len(a)) self.audio_data_pub.publish(a) frames.append(a.tobytes()) @@ -275,10 +274,9 @@ class ROSInterface: if(isinstance(wav_data, list)): # flatten list flat_list = [item for sublist in wav_data for item in sublist] - print(type(flat_list[0])) # Call of Utku's function self.cough_prob = dsp.classify_cough(flat_list,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) - print(self.cough_prob) + print("%d %% probability of cough" %(self.cough_prob)) # do something with probability (publish?) except usb.core.USBError: print('Respeaker not on USB bus') diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch index 3bc7305..44b114d 100644 --- a/vz_ros_wrappers/launch/D435i_and_Lepton.launch +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -4,5 +4,7 @@ - + + + \ No newline at end of file diff --git a/vz_ros_wrappers/scripts/grab_D435i.py b/vz_ros_wrappers/scripts/grab_D435i.py index 39ede80..45480a1 100755 --- a/vz_ros_wrappers/scripts/grab_D435i.py +++ b/vz_ros_wrappers/scripts/grab_D435i.py @@ -44,10 +44,13 @@ class D435i: self.D435i_cap = cv2.VideoCapture('/dev/video4') # self.D435i_cap = cv2.VideoCapture('/home/ananya/Downloads/2022-02-09-16-20-58(2).mp4') + # Get topic parameter + self.rgbd_topic = rospy.get_param("rgbd_topic") + if not self.D435i_cap.isOpened(): raise(Exception,'Unable to open video stream') self.bridge = CvBridge() - self.D435i_pub = rospy.Publisher('/D435i/image_raw', Image, queue_size=100) + self.D435i_pub = rospy.Publisher(self.rgbd_topic, Image, queue_size=100) self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) diff --git a/vz_ros_wrappers/scripts/grab_thermal.py b/vz_ros_wrappers/scripts/grab_thermal.py index 9279e3b..0520e56 100755 --- a/vz_ros_wrappers/scripts/grab_thermal.py +++ b/vz_ros_wrappers/scripts/grab_thermal.py @@ -49,11 +49,14 @@ class FLIR_LEPTON: self.thermal_cap = cv2.VideoCapture('/dev/video6') # self.thermal_cap = cv2.VideoCapture('/home/ananya/Downloads/Thermal-3(2).mp4') + + # Get topic parameter + self.thermal_topic = rospy.get_param("thermal_topic") if not self.thermal_cap.isOpened(): raise(Exception,'Unable to open video stream') self.bridge = CvBridge() - self.thermal_pub = rospy.Publisher('/flir_3_5_near_realsense_raw', Image, queue_size=100) + self.thermal_pub = rospy.Publisher(self.thermal_topic, Image, queue_size=100) self.timer = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.publish_image) self.timer_display = rospy.Timer(rospy.Duration(0, UPDATE_RATE), self.display_images) From 1972aa39ba9bfa8bcafa54a96cad3785216dada1 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Wed, 30 Mar 2022 17:18:30 -0400 Subject: [PATCH 40/49] first attempt at orvs bpm node --- .../scripts/orvs_ros_interface.py | 55 +++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 vz_optical_remote_vital_sensing/scripts/orvs_ros_interface.py diff --git a/vz_optical_remote_vital_sensing/scripts/orvs_ros_interface.py b/vz_optical_remote_vital_sensing/scripts/orvs_ros_interface.py new file mode 100644 index 0000000..f0f74c1 --- /dev/null +++ b/vz_optical_remote_vital_sensing/scripts/orvs_ros_interface.py @@ -0,0 +1,55 @@ +#! /usr/bin/python3 + +# ROS imports +import rospy +import numpy as np +from sensor_msgs.msg import Image +from std_msgs.msg import Float64 + +# Python imports +from cv_bridge import CvBridge, CvBridgeError +import time +import cv2 + +# Custom imports +import VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo as pp_demo + +class FLIR_LEPTON: + def __init__(self): + # Intialize empty stores for heart rate or breathes per min + self.bpm = None + + self.bridge = CvBridge() + self.video_writer = None + self.file_name = 'bpm_vid.avi' + self.fps = 20 # need to find actual value + + self.thermal_topic = rospy.get_param("thermal_topic") + self.bpm_topic = rospy.get_param("bpm_topic") + + self.thermal_sub = rospy.Subscriber(self.thermal_topic, Image, self.thermal_cb) + self.bpm_pub = rospy.Publisher(self.bpm_topic, Float64, queue_size=10) + + def thermal_cb(self, data): + # get image data into mp4 form + cv_image = self.bridge.imgmsg_to_cv2(data, 'bgr8') + + if self.video_writer is None: + rows, cols, _ = cv_image.shape + self.video_writer = cv2.VideoWriter(self.file_name, -1, self.fps, (cols, rows)) + + self.video_writer.write(cv_image) + + def cleanup(self): + if self.video_writer is not None: + self.video_writer.release() + +if __name__== '__main__': + try: + rospy.init_node("bpm_capture") + processor = FLIR_LEPTON() + processor.run() + rospy.spin() + except rospy.ROSInterruptException: + print('BPM extraction node failed!') + rospy.on_shutdown(processor.cleanup) \ No newline at end of file From bdcaa9d337ed126df47c9946f2dec4baae0336d1 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Fri, 1 Apr 2022 14:00:04 -0400 Subject: [PATCH 41/49] added params to launch file --- vz_ros_wrappers/launch/D435i_and_Lepton.launch | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch index 44b114d..f27e983 100644 --- a/vz_ros_wrappers/launch/D435i_and_Lepton.launch +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -1,10 +1,13 @@ + - + + + \ No newline at end of file From ccaf5bd04ce77b3063ca847ff65d558ea768a13c Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Fri, 1 Apr 2022 14:00:26 -0400 Subject: [PATCH 42/49] in progress --- vz_ros_wrappers/scripts/orvs_ros_interface.py | 92 +++++++++++++++++++ 1 file changed, 92 insertions(+) create mode 100755 vz_ros_wrappers/scripts/orvs_ros_interface.py diff --git a/vz_ros_wrappers/scripts/orvs_ros_interface.py b/vz_ros_wrappers/scripts/orvs_ros_interface.py new file mode 100755 index 0000000..01240d4 --- /dev/null +++ b/vz_ros_wrappers/scripts/orvs_ros_interface.py @@ -0,0 +1,92 @@ +#! /usr/bin/python3 + +# ROS imports +from pickletools import uint8 +from pprint import pp +from turtle import shape +import rospy +import numpy as np +from sensor_msgs.msg import Image +from std_msgs.msg import Float64 + +# Python imports +from cv_bridge import CvBridge, CvBridgeError +import time +import cv2 + +# Custom imports +import VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo as pp_demo + +class FLIR_LEPTON: + def __init__(self): + # Intialize empty stores for heart rate or breathes per min + self.bpm = None + + self.bridge = CvBridge() + self.video_writer = None + self.file_name = '/home/hello-robot/Desktop/bpm_vid.avi' + self.fps = 30 + self.seconds = rospy.get_param("rec_secs") + # self.frame_arr = np.empty(shape=(self.fps*self.seconds,2), dtype=uint8) + self.frame_arr = np.empty(shape=300) + # print(type(self.frame_arr)) + self.index = 0 + + self.thermal_topic = rospy.get_param("thermal_topic") + self.bpm_topic = rospy.get_param("bpm_topic") + + self.thermal_sub = rospy.Subscriber(self.thermal_topic, Image, self.thermal_cb) + self.bpm_pub = rospy.Publisher(self.bpm_topic, Float64, queue_size=10) + + + def thermal_cb(self, msg_data): + cv_image = self.bridge.imgmsg_to_cv2(msg_data, desired_encoding='passthrough') + print('CV_Image Type') + print(type(cv_image[0,0,0])) + print(cv_image.shape) + for i in range(self.frame_arr): + print(i) + # self.frame_arr[i] = cv_image + # if i == 299: + # pp_demo(self.frame_arr) + + + # im_arr = np.asarray(cv_image) + # if self.index == 0: + # self.tzero = cv_image.header.stamp + # self.frame_arr[self.index,0] = data.data + # self.frame_arr[self.index,1] = data.header.stamp - self.tzero + # self.index +=1 + + # pp_demo.get_bpm(im_arr) + # print(type(cv_image.data)) + # print(type(cv_image.header.stamp)) + + #data.header.timestamp + # img_arr = np.array(data.data, dtype=np.uint8) + # # get image data into mp4 form + # cv_image = self.bridge.imgmsg_to_cv2(data, 'bgr8') + + # if self.video_writer is None: + # rows, cols, _ = cv_image.shape + # fourcc = cv2.cv.CV_FOURCC(*'MJPG') # double check here -> cv2.VideoWriter_fourcc(*'MJPG') + # self.video_writer = cv2.VideoWriter(self.file_name, -1, self.fps, (cols, rows)) + + # self.video_writer.write(cv_image) + + def cleanup(self): + if self.video_writer is not None: + self.video_writer.release() + + # for row in self.frame_arr: + # print(row[1]) + +if __name__== '__main__': + try: + rospy.init_node("bpm_capture") + processor = FLIR_LEPTON() + # processor.run() + rospy.spin() + except rospy.ROSInterruptException: + print('BPM extraction node failed!') + rospy.on_shutdown(processor.cleanup) \ No newline at end of file From f2231cfd898d5ea95d863d06d1ad043d34d661f7 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 4 Apr 2022 11:03:11 -0400 Subject: [PATCH 43/49] making updates to node --- .../launch/D435i_and_Lepton.launch | 2 +- vz_ros_wrappers/scripts/orvs_ros_interface.py | 33 ++++++++++++------- 2 files changed, 22 insertions(+), 13 deletions(-) diff --git a/vz_ros_wrappers/launch/D435i_and_Lepton.launch b/vz_ros_wrappers/launch/D435i_and_Lepton.launch index f27e983..c5d16ea 100644 --- a/vz_ros_wrappers/launch/D435i_and_Lepton.launch +++ b/vz_ros_wrappers/launch/D435i_and_Lepton.launch @@ -1,7 +1,7 @@ - + diff --git a/vz_ros_wrappers/scripts/orvs_ros_interface.py b/vz_ros_wrappers/scripts/orvs_ros_interface.py index 01240d4..52b3f55 100755 --- a/vz_ros_wrappers/scripts/orvs_ros_interface.py +++ b/vz_ros_wrappers/scripts/orvs_ros_interface.py @@ -15,7 +15,8 @@ import time import cv2 # Custom imports -import VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo as pp_demo +# import VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo as pp_demo +from VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo import AVI as avi class FLIR_LEPTON: def __init__(self): @@ -27,10 +28,11 @@ class FLIR_LEPTON: self.file_name = '/home/hello-robot/Desktop/bpm_vid.avi' self.fps = 30 self.seconds = rospy.get_param("rec_secs") - # self.frame_arr = np.empty(shape=(self.fps*self.seconds,2), dtype=uint8) - self.frame_arr = np.empty(shape=300) - # print(type(self.frame_arr)) + self.frame_arr = [None]*(self.seconds*self.fps) + self.time_arr = [None]*(self.seconds*self.fps) + # print(len(self.frame_arr)) self.index = 0 + self.t_zero = 0 self.thermal_topic = rospy.get_param("thermal_topic") self.bpm_topic = rospy.get_param("bpm_topic") @@ -41,14 +43,21 @@ class FLIR_LEPTON: def thermal_cb(self, msg_data): cv_image = self.bridge.imgmsg_to_cv2(msg_data, desired_encoding='passthrough') - print('CV_Image Type') - print(type(cv_image[0,0,0])) - print(cv_image.shape) - for i in range(self.frame_arr): - print(i) - # self.frame_arr[i] = cv_image - # if i == 299: - # pp_demo(self.frame_arr) + t = msg_data.header.stamp + if self.index == 0: + self.t_zero = t.to_sec() + if self.index < 300: + print(self.index) + self.frame_arr[self.index] = cv_image + self.index += 1 + deltat = t.to_sec() - self.t_zero + self.time_arr[self.index] = deltat + else: # when list is full + self.index = 0 # reset index + vid_arr = np.asarray(self.frame_arr) # make into np array + print("sending to Rahul's code") + avi.get_bpm(self,vid_arr,self.time_arr) # perform bpm measurement + # im_arr = np.asarray(cv_image) From a5b33fbb7bf798b1113108539173376b6ce58747 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 4 Apr 2022 13:56:25 -0400 Subject: [PATCH 44/49] Working ORVS Thermal node --- vz_ros_wrappers/scripts/orvs_ros_interface.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vz_ros_wrappers/scripts/orvs_ros_interface.py b/vz_ros_wrappers/scripts/orvs_ros_interface.py index 52b3f55..9e8d9c4 100755 --- a/vz_ros_wrappers/scripts/orvs_ros_interface.py +++ b/vz_ros_wrappers/scripts/orvs_ros_interface.py @@ -49,9 +49,9 @@ class FLIR_LEPTON: if self.index < 300: print(self.index) self.frame_arr[self.index] = cv_image - self.index += 1 deltat = t.to_sec() - self.t_zero self.time_arr[self.index] = deltat + self.index += 1 else: # when list is full self.index = 0 # reset index vid_arr = np.asarray(self.frame_arr) # make into np array From ac2de214f50666bd539584db78ebbf1837a39b0f Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 4 Apr 2022 14:00:31 -0400 Subject: [PATCH 45/49] cleanup --- vz_ros_wrappers/scripts/orvs_ros_interface.py | 28 +------------------ 1 file changed, 1 insertion(+), 27 deletions(-) diff --git a/vz_ros_wrappers/scripts/orvs_ros_interface.py b/vz_ros_wrappers/scripts/orvs_ros_interface.py index 9e8d9c4..110049f 100755 --- a/vz_ros_wrappers/scripts/orvs_ros_interface.py +++ b/vz_ros_wrappers/scripts/orvs_ros_interface.py @@ -30,7 +30,7 @@ class FLIR_LEPTON: self.seconds = rospy.get_param("rec_secs") self.frame_arr = [None]*(self.seconds*self.fps) self.time_arr = [None]*(self.seconds*self.fps) - # print(len(self.frame_arr)) + self.index = 0 self.t_zero = 0 @@ -59,36 +59,10 @@ class FLIR_LEPTON: avi.get_bpm(self,vid_arr,self.time_arr) # perform bpm measurement - - # im_arr = np.asarray(cv_image) - # if self.index == 0: - # self.tzero = cv_image.header.stamp - # self.frame_arr[self.index,0] = data.data - # self.frame_arr[self.index,1] = data.header.stamp - self.tzero - # self.index +=1 - - # pp_demo.get_bpm(im_arr) - # print(type(cv_image.data)) - # print(type(cv_image.header.stamp)) - - #data.header.timestamp - # img_arr = np.array(data.data, dtype=np.uint8) - # # get image data into mp4 form - # cv_image = self.bridge.imgmsg_to_cv2(data, 'bgr8') - - # if self.video_writer is None: - # rows, cols, _ = cv_image.shape - # fourcc = cv2.cv.CV_FOURCC(*'MJPG') # double check here -> cv2.VideoWriter_fourcc(*'MJPG') - # self.video_writer = cv2.VideoWriter(self.file_name, -1, self.fps, (cols, rows)) - - # self.video_writer.write(cv_image) - def cleanup(self): if self.video_writer is not None: self.video_writer.release() - # for row in self.frame_arr: - # print(row[1]) if __name__== '__main__': try: From 3c1e02666673bda0793f77088c31278af719a92f Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 4 Apr 2022 16:33:10 -0400 Subject: [PATCH 46/49] updated to check data collection (bytes to int --- .../scripts/ros_interface.py | 56 +++++++++++++------ 1 file changed, 38 insertions(+), 18 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/ros_interface.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py index 2617362..5d68206 100755 --- a/vz_acoustic_scene_analysis/scripts/ros_interface.py +++ b/vz_acoustic_scene_analysis/scripts/ros_interface.py @@ -3,14 +3,13 @@ # Non ROS imports from __future__ import print_function import pyaudio -import wave import numpy as np -from sympy import re import usb.core import struct -import time +import scipy import sys import os +import os.path import pickle from contextlib import contextmanager @@ -213,21 +212,27 @@ class ROSInterface: self.loaded_model = pickle.load(open(self.cough_classifier_file, 'rb')) self.loaded_scaler = pickle.load(open(self.cough_classifier_scaler, 'rb')) + # for testing audio collection + # self.file_name = 'testing_audio_node1.wav' + # self.dir = os.path.join('/home/hello-robot/clone/Robot_Autonomous_Navigation/catkin_ws/src/stretch_ros/vz_acoustic_scene_analysis/scripts/', self.file_name) + def get_audio(self): - recorded_frames = self.record_audio(self.chunk_size) # set param here chunk size + return_list = False + [recorded_frames, len_of_frames] = self.record_audio(self.chunk_size) # set param here chunk size self.wav_list.append(recorded_frames) - self.record_count += 1 - self.sequence_size = 3 # self.secs/self.chunk_size + self.record_count = len(self.wav_list) + self.sequence_size = 11 # self.secs/self.chunk_size if (self.record_count % self.sequence_size == 0): - return_list = self.wav_list + return_list = True + print("length") + print(len(self.wav_list)) print("Collected %d seconds of audio" %(self.secs)) # Remove fist two objects in array to remove 0.2 seconds of audio data from array - self.wav_list.pop(0) - self.wav_list.pop(0) + # send the frames at the beginning of the list (save as wav for now) - return return_list + return [return_list, len_of_frames] @@ -243,11 +248,14 @@ class ROSInterface: frames = [] arr_length = int(RESPEAKER_RATE / CHUNK * seconds) # get length of array to produce n seconds of audio + print("arr length") + print(arr_length) for i in range(0, arr_length): data = stream.read(CHUNK) a = np.frombuffer(data,dtype=np.int16)[0::6] # extracts fused channel 0 self.audio_data_pub.publish(a) - frames.append(a.tobytes()) + # print(a) + frames.append(a) # Check to prevent empty frames list if (len(frames) == 0): @@ -259,7 +267,7 @@ class ROSInterface: stream.close() p.terminate() - return frames + return [frames, arr_length] def process_audio_loop(self): @@ -268,14 +276,26 @@ class ROSInterface: if dev: while not rospy.is_shutdown(): if self.respeaker.is_voice() == 1: - # wav_data = list of lists of bytes - wav_data = self.get_audio() - # if wav_data is a list - if(isinstance(wav_data, list)): + + [iter, data_len] = self.get_audio() + + # if the wav list has values + if(iter): # flatten list - flat_list = [item for sublist in wav_data for item in sublist] + flat_list = [item for sublist in self.wav_list for item in sublist] + flatter_list = [item for sublist in flat_list for item in sublist] + + flatter_list_np = np.asarray(flatter_list) + + # Test that the data is good + # scipy.io.wavfile.write(self.dir, 16000, flatter_list_np) + + # remove first 0.2 seconds from wav data + self.wav_list.pop(0) + self.wav_list.pop(0) + # Call of Utku's function - self.cough_prob = dsp.classify_cough(flat_list,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) + self.cough_prob = dsp.classify_cough(flatter_list_np,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) print("%d %% probability of cough" %(self.cough_prob)) # do something with probability (publish?) except usb.core.USBError: From 3fb4474896735e6cbd3e797115cafffc0d18e25d Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Mon, 4 Apr 2022 16:33:27 -0400 Subject: [PATCH 47/49] cleaned up code more --- vz_ros_wrappers/scripts/orvs_ros_interface.py | 16 +++++----------- 1 file changed, 5 insertions(+), 11 deletions(-) diff --git a/vz_ros_wrappers/scripts/orvs_ros_interface.py b/vz_ros_wrappers/scripts/orvs_ros_interface.py index 110049f..6091da6 100755 --- a/vz_ros_wrappers/scripts/orvs_ros_interface.py +++ b/vz_ros_wrappers/scripts/orvs_ros_interface.py @@ -1,9 +1,6 @@ #! /usr/bin/python3 # ROS imports -from pickletools import uint8 -from pprint import pp -from turtle import shape import rospy import numpy as np from sensor_msgs.msg import Image @@ -11,11 +8,8 @@ from std_msgs.msg import Float64 # Python imports from cv_bridge import CvBridge, CvBridgeError -import time -import cv2 # Custom imports -# import VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo as pp_demo from VZ_ORVS.Thermal_Video_Submodule.Thermal_Camera_PostProcessing_Demo import AVI as avi class FLIR_LEPTON: @@ -25,11 +19,12 @@ class FLIR_LEPTON: self.bridge = CvBridge() self.video_writer = None - self.file_name = '/home/hello-robot/Desktop/bpm_vid.avi' + self.fps = 30 self.seconds = rospy.get_param("rec_secs") - self.frame_arr = [None]*(self.seconds*self.fps) - self.time_arr = [None]*(self.seconds*self.fps) + self.num_frames = self.fps * self.seconds + self.frame_arr = [None]*(self.num_frames) + self.time_arr = [None]*(self.num_frames) self.index = 0 self.t_zero = 0 @@ -46,7 +41,7 @@ class FLIR_LEPTON: t = msg_data.header.stamp if self.index == 0: self.t_zero = t.to_sec() - if self.index < 300: + if self.index < self.num_frames: print(self.index) self.frame_arr[self.index] = cv_image deltat = t.to_sec() - self.t_zero @@ -68,7 +63,6 @@ if __name__== '__main__': try: rospy.init_node("bpm_capture") processor = FLIR_LEPTON() - # processor.run() rospy.spin() except rospy.ROSInterruptException: print('BPM extraction node failed!') From 2552936a800c17c6e82180f65d71f9bd3c10c1d8 Mon Sep 17 00:00:00 2001 From: Hongyu Li Date: Tue, 5 Apr 2022 14:42:27 -0400 Subject: [PATCH 48/49] formatting issue - now detecting cough!!! --- vz_acoustic_scene_analysis/scripts/ros_interface.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/vz_acoustic_scene_analysis/scripts/ros_interface.py b/vz_acoustic_scene_analysis/scripts/ros_interface.py index 5d68206..4d724a3 100755 --- a/vz_acoustic_scene_analysis/scripts/ros_interface.py +++ b/vz_acoustic_scene_analysis/scripts/ros_interface.py @@ -204,7 +204,7 @@ class ROSInterface: # Publisher for Audio Data self.audio_data_pub = rospy.Publisher("/wav_data", numpy_msg(VZ_AudioData), queue_size=10) # For Utku's code: float of cough probabilty from sample - self.cough_prob = 90 + self.cough_prob = 90.000 self.model_path = '/home/hello-robot/vz_modules/NEU_VZ_ASA/MehrshadTesting/codes/A_CoughDetection/models/' self.cough_classifier_file = self.model_path + 'cough_classifier' @@ -213,8 +213,8 @@ class ROSInterface: self.loaded_scaler = pickle.load(open(self.cough_classifier_scaler, 'rb')) # for testing audio collection - # self.file_name = 'testing_audio_node1.wav' - # self.dir = os.path.join('/home/hello-robot/clone/Robot_Autonomous_Navigation/catkin_ws/src/stretch_ros/vz_acoustic_scene_analysis/scripts/', self.file_name) + self.file_name = 'testing_audio_node6.wav' + self.dir = os.path.join('/home/hello-robot/clone/Robot_Autonomous_Navigation/catkin_ws/src/stretch_ros/vz_acoustic_scene_analysis/scripts/', self.file_name) @@ -288,7 +288,7 @@ class ROSInterface: flatter_list_np = np.asarray(flatter_list) # Test that the data is good - # scipy.io.wavfile.write(self.dir, 16000, flatter_list_np) + scipy.io.wavfile.write(self.dir, 16000, flatter_list_np) # remove first 0.2 seconds from wav data self.wav_list.pop(0) @@ -296,7 +296,7 @@ class ROSInterface: # Call of Utku's function self.cough_prob = dsp.classify_cough(flatter_list_np,RESPEAKER_RATE,self.loaded_model,self.loaded_scaler) - print("%d %% probability of cough" %(self.cough_prob)) + print("%d %% probability of cough" %round(self.cough_prob*100,2)) # do something with probability (publish?) except usb.core.USBError: print('Respeaker not on USB bus') From ad673ada4ad1947cf7db99a1a94c0e5a885fda84 Mon Sep 17 00:00:00 2001 From: "pagidi.k" Date: Thu, 14 Apr 2022 10:10:14 -0400 Subject: [PATCH 49/49] NCS Guide --- .../NCS2_guide/NCS2_guide_detect_faces.py | 86 +++++ .../NCS2_guide/NCS2_guide_detect_objects.py | 0 .../nodes/NCS2_guide/NCS2_guide_do.py | 0 .../NCS2_guide/NCS2_guide_head_estimator.py | 322 ++++++++++++++++++ 4 files changed, 408 insertions(+) create mode 100755 stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_faces.py create mode 100644 stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_objects.py create mode 100644 stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_do.py create mode 100644 stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_head_estimator.py diff --git a/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_faces.py b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_faces.py new file mode 100755 index 0000000..0e308a9 --- /dev/null +++ b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_faces.py @@ -0,0 +1,86 @@ +#!/usr/bin/env python3 + +import cv2 +import sys +import rospy +import head_estimator as he +import detection_node as dn +import deep_learning_model_options as do + + +if __name__ == '__main__': + print('cv2.__version__ =', cv2.__version__) + print('Python version (must be > 3.0):', sys.version) + assert(int(sys.version[0]) >= 3) + + ############################################## + # Perform coarse filtering of 3D points using anthropometry + # + # 30cm should be significantly over the maximum dimensions of a human head + # 10cm should be significantly smaller than the dimensions of an adult head + # https://en.wikipedia.org/wiki/Human_head + + # children "attain 30% of adult head width by the middle of + # prenatal life, 60% by birth, 80% by 6 postnatal months, 90% + # by 3 years and 95% by 9 years" - GROWTH IN HEAD WIDTH DURING + # THE FIRST TWELVE YEARS OF LIFE HOWARD V. MEREDITH, copyright + # 1953 by the American Academy of Pediatrics + # https://pediatrics.aappublications.org/content/12/4/411 + + # Filtering for depths corresponding with heads with heights + # or widths from 8cm to 40cm should be conservative. + min_head_m = 0.08 + max_head_m = 0.4 + ############################################## + + #### load model directory where all the deep perception models are stored + models_directory = do.get_directory() + print('Using the following directory for deep learning models:', models_directory) + + ###################################################### + # check if the neural compute stick is able to run the deep learning model. + # Not all models are compatile to run on NCS2. + # Currently this only work for two models: object and face + # detection. Currently it does not work with head pose + # estimation, facial landmarks, and body landmarks. + # The reason is that NCS only supports models to be run through OpenVINO. + # There are OpenVINO format model zoos availble on the above mentioned models. + # In case you want to run a model which is not availble in the model zoo, + # There is an API availabe to convert any format into OpenVINO format. + # https://docs.openvino.ai/2021.2/openvino_docs_MO_DG_prepare_model_convert_model_Convert_Model_From_Caffe.html + + # The neural compute stick is called in deep_learning_model_options Refer that file for further instructions + + ##################################################### + + + use_neural_compute_stick = do.use_neural_compute_stick() + if use_neural_compute_stick: + print('Attempt to use an Intel Neural Compute Stick 2.') + else: + print('Not attempting to use an Intel Neural Compute Stick 2.') + + # Each model has to have two formats one to run on nomal cpu which can be the direct caffe/pytorch/tensorflow etc., format + # second is the OpenVINO format. + # If the model is compatible to run on NCS 2, make sure to turn on the NCS feature by passing the use_neural_compute_stick. + detector = he.HeadPoseEstimator(models_directory, + use_neural_compute_stick=use_neural_compute_stick) + + ### The rest of the code is normal + default_marker_name = 'face' + node_name = 'DetectFacesNode' + topic_base_name = 'faces' + fit_plane = False + node = dn.DetectionNode(detector, + default_marker_name, + node_name, + topic_base_name, + fit_plane, + min_box_side_m=min_head_m, + max_box_side_m=max_head_m) + node.main() + try: + rospy.spin() + except KeyboardInterrupt: + print('interrupt received, so shutting down') + diff --git a/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_objects.py b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_detect_objects.py new file mode 100644 index 0000000..e69de29 diff --git a/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_do.py b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_do.py new file mode 100644 index 0000000..e69de29 diff --git a/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_head_estimator.py b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_head_estimator.py new file mode 100644 index 0000000..cc93a9c --- /dev/null +++ b/stretch_deep_perception/nodes/NCS2_guide/NCS2_guide_head_estimator.py @@ -0,0 +1,322 @@ +#!/usr/bin/env python3 + +import cv2 +import numpy as np +from scipy.spatial.transform import Rotation +import deep_models_shared as dm + +class HeadPoseEstimator: + def __init__(self, models_directory, use_neural_compute_stick=False): + # Load the models to run on CPU + ######################################################################### + + # Specify model directory and load caffe / prototxt models + # Load weights and config files from this directory + # Note: These models will not run on compute stick + ######################################################################### + models_dir = models_directory + print('Using the following directory to load object detector models:', models_dir) + + # file with network architecture and other information + head_detection_model_prototxt_filename = models_dir + '/head_detection/deploy.prototxt' + # file with network weights + head_detection_model_caffemodel_filename = models_dir + '/head_detection/res10_300x300_ssd_iter_140000.caffemodel' + self.face_confidence_threshold = 0.2 + + print('attempting to load neural network from files') + print('prototxt file =', head_detection_model_prototxt_filename) + print('caffemodel file =', head_detection_model_caffemodel_filename) + self.head_detection_model = cv2.dnn.readNetFromCaffe(head_detection_model_prototxt_filename, head_detection_model_caffemodel_filename) + dm.print_model_info(self.head_detection_model, 'head_detection_model') + + # Load the models to run on VPU (NCS 2) + + ######################################################################### + # If neural compute stick is available then run the models on Myriad using the command setPreferableTarget + # Load model directory from the OpenVINO model zoo + # Load weights and config files from this directory + # + ######################################################################### + if use_neural_compute_stick: + print('HeadPoseEstimator.__init__: Attempting to use an Intel Neural Compute Stick 2 using the following command: self.head_detection_model.setPreferableTarget(cv2.dnn.DNN_TARGET_MYRIAD)') + self.head_detection_model.setPreferableTarget(cv2.dnn.DNN_TARGET_MYRIAD) + + head_pose_model_dir = models_dir + '/open_model_zoo/head-pose-estimation-adas-0001/FP32/' + head_pose_weights_filename = head_pose_model_dir + 'head-pose-estimation-adas-0001.bin' + head_pose_config_filename = head_pose_model_dir + 'head-pose-estimation-adas-0001.xml' + self.head_pose_model = cv2.dnn.readNet(head_pose_weights_filename, head_pose_config_filename) + + if use_neural_compute_stick: + print('Not attempting to use a Intel Neural Compute Stick 2 for head pose estimation due to potential errors.') + + dm.print_model_info(self.head_pose_model, 'head_pose_model') + + landmarks_model_dir = models_dir + '/open_model_zoo/facial-landmarks-35-adas-0002/FP32/' + landmarks_weights_filename = landmarks_model_dir + 'facial-landmarks-35-adas-0002.bin' + landmarks_config_filename = landmarks_model_dir + 'facial-landmarks-35-adas-0002.xml' + self.landmarks_model = cv2.dnn.readNet(landmarks_weights_filename, landmarks_config_filename) + + if use_neural_compute_stick: + print('Not attempting to use a Intel Neural Compute Stick 2 for facial landmarks due to potential errors.') + + ### The rest of the code is as is + dm.print_model_info(self.head_pose_model, 'head_pose_model') + + + dm.print_model_info(self.landmarks_model, 'landmarks_model') + + self.landmark_names = ['right_eye_left', 'right_eye_right', + 'left_eye_right', 'left_eye_left', 'nose_tip', + 'nose_bottom', 'nose_right', 'nose_left', 'mouth_right', + 'mouth_left', 'mouth_top', 'mouth_bottom', + 'right_eyebrow_right', 'right_eyebrow_middle', 'right_eyebrow_left', + 'left_eyebrow_right', 'left_eyebrow_middle', 'left_eyebrow_left', + 'right_cheek_18', 'right_cheek_19', 'right_cheek_20', 'right_cheek_21', + 'right_cheek_22', 'right_cheek_23', 'right_cheek_24', + 'chin_right', 'chin_middle', 'chin_left', + 'left_cheek_28', 'left_cheek_29', 'left_cheek_30', 'left_cheek_31', + 'left_cheek_32', 'left_cheek_33', 'left_cheek_34'] + + + def get_landmark_names(self): + return self.landmark_names + + def get_landmark_colors(self): + return None + + def get_landmark_color_dict(self): + return None + + def detect_faces(self, rgb_image): + orig_h, orig_w, c = rgb_image.shape + face_image = rgb_image + rot_h, rot_w, c = face_image.shape + # Assumes that the width is smaller than the height, and crop + # a width x width square image from the top. + square_face_image = face_image[:rot_w, :, :] + sqr_h, sqr_w, c = square_face_image.shape + network_image = cv2.resize(square_face_image, (300, 300)) + # Some magic numbers came from + # https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/ + face_image_blob = cv2.dnn.blobFromImage(network_image, 1.0, (300, 300), (104.0, 177.0, 123.0)) + self.head_detection_model.setInput(face_image_blob) + face_detections = self.head_detection_model.forward()[0,0,:,:] + confidence_mask = face_detections[:, 2] > self.face_confidence_threshold + face_detections = face_detections[confidence_mask] + coordinates = face_detections[:, 3:7] + # Scale and rotate coordinates to the original image + coordinates = coordinates * np.array([sqr_w, sqr_h, sqr_w, sqr_h]) + + face_id = 0 + boxes = [] + + for x0, y0, x1, y1 in coordinates: + orig_y0 = y0 + orig_y1 = y1 + orig_x0 = x0 + orig_x1 = x1 + face_id += 1 + bounding_box = [orig_x0, orig_y0, orig_x1, orig_y1] + boxes.append(bounding_box) + + return boxes + + + def get_sub_image(self, rgb_image, bounding_box, enlarge_box=True, enlarge_scale=1.15): + if enlarge_box: + scale = enlarge_scale + orig_h, orig_w, c = rgb_image.shape + + x0 = bounding_box[0] + y0 = bounding_box[1] + x1 = bounding_box[2] + y1 = bounding_box[3] + + m_x = (x1 + x0) / 2.0 + m_y = (y1 + y0) / 2.0 + + b_w = x1 - x0 + b_h = y1 - y0 + + b_w = scale * b_w + b_h = scale * b_h + + x0 = int(round(m_x - (b_w/2.0))) + x1 = int(round(m_x + (b_w/2.0))) + y0 = int(round(m_y - (b_h/2.0))) + y1 = int(round(m_y + (b_h/2.0))) + + x0 = max(0, x0) + x1 = min(orig_w, x1) + y0 = max(0, y0) + y1 = min(orig_h, y1) + else: + x0 = int(round(bounding_box[0])) + y0 = int(round(bounding_box[1])) + x1 = int(round(bounding_box[2])) + y1 = int(round(bounding_box[3])) + + actual_bounding_box = [x0, y0, x1, y1] + image_to_crop = rgb_image + sub_image = image_to_crop[y0:y1, x0:x1, :] + return sub_image, actual_bounding_box + + + def estimate_head_pose(self, rgb_image, bounding_box, enlarge_box=True, enlarge_scale=1.15): + face_crop_image, actual_bounding_box = self.get_sub_image(rgb_image, bounding_box, enlarge_box=enlarge_box, enlarge_scale=enlarge_scale) + sqr_h, sqr_w, c = face_crop_image.shape + + if (sqr_h > 0) and (sqr_w > 0): + head_pose_image_blob = cv2.dnn.blobFromImage(face_crop_image, + size=(60, 60), + swapRB=False, + crop=False, + ddepth=cv2.CV_32F) + self.head_pose_model.setInput(head_pose_image_blob) + head_pose_out = self.head_pose_model.forward(['angle_r_fc', 'angle_p_fc', 'angle_y_fc']) + rpy = head_pose_out + roll = rpy[0][0][0] + pitch = rpy[1][0][0] + yaw = rpy[2][0][0] + pitch = pitch * np.pi/180.0 + roll = roll * np.pi/180.0 + yaw = yaw * np.pi/180.0 + + return yaw, pitch, roll + + return None, None, None + + + def detect_facial_landmarks(self, rgb_image, bounding_box, enlarge_box=True, enlarge_scale=1.15): + face_crop_image, actual_bounding_box = self.get_sub_image(rgb_image, bounding_box, enlarge_box=enlarge_box, enlarge_scale=enlarge_scale) + sqr_h, sqr_w, c = face_crop_image.shape + + if (sqr_h > 0) and (sqr_w > 0): + landmarks_image_blob = cv2.dnn.blobFromImage(face_crop_image, + size=(60, 60), + swapRB=False, + crop=False, + ddepth=cv2.CV_32F) + self.landmarks_model.setInput(landmarks_image_blob) + landmarks_out = self.landmarks_model.forward() + + s = landmarks_out.shape + out = np.reshape(landmarks_out[0], (s[1]//2, 2)) + x0, y0, x1, y1 = actual_bounding_box + + landmarks = {} + for n, v in enumerate(out): + x = int(round((v[0] * sqr_w) + x0)) + y = int(round((v[1] * sqr_h) + y0)) + name = self.landmark_names[n] + landmarks[name] = (x,y) + + return landmarks, self.landmark_names.copy() + return None, None + + + def draw_bounding_box(self, image, bounding_box): + x0 = int(round(bounding_box[0])) + y0 = int(round(bounding_box[1])) + x1 = int(round(bounding_box[2])) + y1 = int(round(bounding_box[3])) + color = (0, 0, 255) + thickness = 2 + cv2.rectangle(image, (x0, y0), (x1, y1), color, thickness) + + + def draw_head_pose(self, image, yaw, pitch, roll, bounding_box): + x0, y0, x1, y1 = bounding_box + face_x = (x1 + x0) / 2.0 + face_y = (y1 + y0) / 2.0 + # + # opencv uses right-handed coordinate system + # x points to the right of the image + # y points to the bottom of the image + # z points into the image + # + + h, w, c = image.shape + camera_center = (w/2.0, h/2.0) + #For rendering with an unknown camera + focal_length = 50.0 + camera_matrix = np.array([[focal_length, 0.0, camera_center[0]], + [0.0, focal_length, camera_center[1]], + [0.0, 0.0, 1.0]]) + face_translation = np.array([0.0, 0.0, 3000.0]) + distortion_coefficients = np.array([0.0, 0.0, 0.0, 0.0]) + # negate the directions of the y and z axes + axes = np.array([[2000.0, 0.0, 0.0 ], + [0.0, -2000.0, 0.0 ], + [0.0, 0.0, -2000.0], + [0.0, 0.0, 0.0 ]]) + head_ypr = np.array([-yaw, pitch, roll]) + rotation_mat = Rotation.from_euler('yxz', head_ypr).as_matrix() + rotation_vec, jacobian = cv2.Rodrigues(rotation_mat) + image_points, jacobian = cv2.projectPoints(axes, rotation_vec, face_translation, camera_matrix, distortion_coefficients) + face_pix = np.array([face_x, face_y]) + + origin = image_points[3].ravel() + x_axis = (image_points[0].ravel() - origin) + face_pix + y_axis = (image_points[1].ravel() - origin) + face_pix + z_axis = (image_points[2].ravel() - origin) + face_pix + + p0 = tuple(np.int32(np.round(face_pix))) + p1 = tuple(np.int32(np.round(x_axis))) + cv2.line(image, p0, p1, (0, 0, 255), 2) + p1 = tuple(np.int32(np.round(y_axis))) + cv2.line(image, p0, p1, (0, 255, 0), 2) + p1 = tuple(np.int32(np.round(z_axis))) + cv2.line(image, p0, p1, (255, 0, 0), 2) + + + def draw_landmarks(self, image, landmarks): + for name, xy in landmarks.items(): + x = xy[0] + y = xy[1] + if 'mouth' in name: + color = (255, 0, 0) + elif 'nose' in name: + color = (0, 255, 0) + elif 'eyebrow' in name: + color = (0, 0, 0) + elif 'right_eye' in name: + color = (255, 255, 0) + elif 'left_eye' in name: + color = (0, 255, 255) + elif 'chin' in name: + color = (255, 0, 255) + else: + color = (0, 0, 255) + cv2.circle(image, (x,y), 2, color, 1) + font_scale = 1.0 + line_color = [0, 0, 0] + line_width = 1 + font = cv2.FONT_HERSHEY_PLAIN + + + def apply_to_image(self, rgb_image, draw_output=False): + if draw_output: + output_image = rgb_image.copy() + else: + output_image = None + + heads = [] + boxes = self.detect_faces(rgb_image) + facial_landmark_names = self.landmark_names.copy() + for bounding_box in boxes: + if draw_output: + self.draw_bounding_box(output_image, bounding_box) + yaw, pitch, roll = self.estimate_head_pose(rgb_image, bounding_box, enlarge_box=True, enlarge_scale=1.15) + if yaw is not None: + ypr = (yaw, pitch, roll) + if draw_output: + self.draw_head_pose(output_image, yaw, pitch, roll, bounding_box) + else: + ypr = None + landmarks, landmark_names = self.detect_facial_landmarks(rgb_image, bounding_box, enlarge_box=True, enlarge_scale=1.15) + if (landmarks is not None) and draw_output: + self.draw_landmarks(output_image, landmarks) + heads.append({'box':bounding_box, 'ypr':ypr, 'landmarks':landmarks}) + + return heads, output_image