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detic_onnx_ros2

What is it?

Running detic instance segmentation with ROS 2 topic.

How to use.

In order to build this package, just run. This packages support ROS 2 humble.

rosdep install -iry --from-paths .
cd (workspace root)
colcon build --symlink-install

How to run.

ros2 run detic_onnx_ros2 detic_onnx_ros2_node --ros-args --remap image_raw:=(input image topic)

You can see detection results in /detic_result/image topic with sensor_msgs/msg/Image type.

Roadmap

  • Inference with ROS 2 sensor_msgs/msg/Image topic.
  • Visualize segmentation result.
  • Publish object class.
  • Publish object score.
  • Add launch file.
  • Add parameter for setting detection width / detic model type / vocaburary etc...
  • Publish object mask.
  • Inference with GPU.
  • Add test case.

Limitation

Custom vocabulary will not be supported because of onnx model used in this package does not support it.

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