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Merge pull request #39 from NVIDIA-ISAAC-ROS/release-3.0
Isaac ROS 3.0.1
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README.md

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@@ -6,15 +6,15 @@ Deep learned, NVIDIA-accelerated 3D object pose estimation
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## Overview
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[Isaac ROS Pose Estimation](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation)
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contains ROS 2 packages to predict the pose of an object.
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`isaac_ros_foundationpose` estimates the object’s pose using the 3D
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bounding cuboid dimensions of unknown object from an input image.
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`isaac_ros_dope` estimates the object’s pose using the 3D
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bounding cuboid dimensions of a known object in an input image.
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`isaac_ros_centerpose` estimates the object’s pose using the 3D
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bounding cuboid dimensions of unknown object instances in a known
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category of objects from an input image.
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[Isaac ROS Pose Estimation](https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation) contains
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three ROS 2 packages to predict the pose of an object. Please refer the following table to see the differences of them:
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| Node | Novel Object wo/ Retraining | TAO Support | Speed | Quality | Maturity |
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|----------------------------|-------------------------------|---------------|---------|-----------|-------------|
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| `isaac_ros_foundationpose` || N/A | Fast | Best | New |
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| `isaac_ros_dope` | x | x | Fastest | Good | Time-tested |
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| `isaac_ros_centerpose` | x || Faster | Better | Established |
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Those packages use GPU acceleration for DNN inference to
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estimate the pose of an object. The output prediction can be used by
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perception functions when fusing with the corresponding depth to provide

isaac_ros_centerpose/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>isaac_ros_centerpose</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>CenterPose: Pose Estimation using Deep Learning</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_dope/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>isaac_ros_dope</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>Deep learning based pose estimation</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_foundationpose/launch/isaac_ros_foundationpose_isaac_sim.launch.py

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@@ -134,8 +134,8 @@ def generate_launch_description():
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'disable_padding': True
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}],
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remappings=[
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('image', 'front_stereo_camera/left_rgb/image_raw'),
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('camera_info', 'front_stereo_camera/left_rgb/camerainfo')
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('image', 'front_stereo_camera/left/image_rect_color'),
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('camera_info', 'front_stereo_camera/left/camera_info')
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]
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)
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pad_node = ComposableNode(
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'disable_padding': False
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}],
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remappings=[
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('image', 'front_stereo_camera/left_rgb/image_raw'),
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('camera_info', 'front_stereo_camera/left_rgb/camerainfo'),
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('resize/image', 'front_stereo_camera/left_rgb/image_raw_resized'),
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('resize/camera_info', 'front_stereo_camera/left_rgb/camera_info')
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('image', 'front_stereo_camera/left/image_rect_color'),
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('camera_info', 'front_stereo_camera/left/camera_info'),
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('resize/image', 'front_stereo_camera/left/image_rect_color_resized'),
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('resize/camera_info', 'front_stereo_camera/left/camera_info_resized')
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]
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)
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resize_right_ess_size = ComposableNode(
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'disable_padding': False
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}],
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remappings=[
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('image', 'front_stereo_camera/right_rgb/image_raw'),
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('camera_info', 'front_stereo_camera/right_rgb/camerainfo'),
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('resize/image', 'front_stereo_camera/right_rgb/image_raw_resized'),
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('resize/camera_info', 'front_stereo_camera/right_rgb/camera_info')
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('image', 'front_stereo_camera/right/image_rect_color'),
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('camera_info', 'front_stereo_camera/right/camera_info'),
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('resize/image', 'front_stereo_camera/right/image_rect_color_resized'),
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('resize/camera_info', 'front_stereo_camera/right/camera_info_resized')
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]
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)
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'threshold': ess_depth_threshold
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}],
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remappings=[
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('left/image_rect', 'front_stereo_camera/left_rgb/image_raw_resized'),
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('right/image_rect', 'front_stereo_camera/right_rgb/image_raw_resized'),
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('left/camera_info', 'front_stereo_camera/left_rgb/camera_info'),
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('right/camera_info', 'front_stereo_camera/right_rgb/camera_info')
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('left/image_rect', 'front_stereo_camera/left/image_rect_color_resized'),
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('right/image_rect', 'front_stereo_camera/right/image_rect_color_resized'),
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('left/camera_info', 'front_stereo_camera/left/camera_info_resized'),
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('right/camera_info', 'front_stereo_camera/right/camera_info_resized')
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]
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)
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disparity_to_depth_node = ComposableNode(
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}],
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remappings=[
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('pose_estimation/depth_image', 'depth_image'),
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('pose_estimation/image', 'front_stereo_camera/left_rgb/image_raw_resized'),
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('pose_estimation/camera_info', 'front_stereo_camera/left_rgb/camera_info'),
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('pose_estimation/image', 'front_stereo_camera/left/image_rect_color_resized'),
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('pose_estimation/camera_info', 'front_stereo_camera/left/camera_info_resized'),
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('pose_estimation/segmentation', 'segmentation'),
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('pose_estimation/output', 'output')]
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)

isaac_ros_foundationpose/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>isaac_ros_foundationpose</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>FoundationPose 6D pose estimation</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_foundationpose/rviz/foundationpose_isaac_sim.rviz

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Panels:
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- Class: rviz_common/Displays
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Help Height: 70
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Help Height: 0
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Name: Displays
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Property Tree Widget:
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Expanded:
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- /Global Options1
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- /Status1
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- /Camera1
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Splitter Ratio: 0.5001519322395325
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Tree Height: 70
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Tree Height: 146
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- Class: rviz_common/Selection
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Name: Selection
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- Class: rviz_common/Tool Properties
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Durability Policy: Volatile
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History Policy: Keep Last
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Reliability Policy: Reliable
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Value: /front_stereo_camera/left_rgb/image_raw_resized
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Value: /front_stereo_camera/left/image_rect_color
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Value: true
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Visibility:
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Detection3DArray: true
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Enabled: true
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Global Options:
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Background Color: 48; 48; 48
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Fixed Frame: front_stereo_camera:left_rgb
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Fixed Frame: base_link
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Frame Rate: 30
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Name: root
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Tools:
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Invert Z Axis: false
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Name: Current View
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Near Clip Distance: 0.009999999776482582
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Pitch: -0.9897971153259277
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Pitch: 0.24979707598686218
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Target Frame: <Fixed Frame>
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Value: Orbit (rviz)
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Yaw: 0.7003983855247498
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Yaw: 3.2935781478881836
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Saved: ~
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Window Geometry:
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Camera:
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collapsed: false
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Displays:
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collapsed: false
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Height: 1072
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Height: 1099
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Hide Left Dock: false
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Hide Right Dock: false
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QMainWindow State: 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QMainWindow State: 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Selection:
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collapsed: false
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Time:
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collapsed: false
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Views:
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collapsed: false
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Width: 960
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Width: 1920
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X: 0
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Y: 27
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Y: 240

isaac_ros_gxf_extensions/gxf_isaac_centerpose/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>gxf_isaac_centerpose</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>GXF extension containing CenterPose pose estimation related components.</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_gxf_extensions/gxf_isaac_dope/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>gxf_isaac_dope</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>GXF extension containing CenterPose pose estimation related components.</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

isaac_ros_gxf_extensions/gxf_isaac_foundationpose/package.xml

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<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
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<package format="3">
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<name>gxf_isaac_foundationpose</name>
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<version>3.0.0</version>
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<version>3.0.1</version>
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<description>GXF extension containing Foundation Pose estimation related components.</description>
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<maintainer email="[email protected]">Isaac ROS Maintainers</maintainer>

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