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GeezerVison is showing github.com — GitHub - Ar-Ray-code/YOLOX-ROS: YOLOX + ROS2 object detection package (C++ only support)

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YOLOX-ROS

ci_jazzy

YOLOX + ROS2 Jazzy demo

yolox_s_result

🔼 Unity + YOLOX-ROS Demo

Supported List

Base ROS2 C++
TensorRT ✅
OpenVINO ✅
ONNXRuntime CUDA ✅
ONNXRuntime MIGraphX ✅
TFLite ✅

Installation & Demo (C++)

Check this URL.


Topic

Subscribe

  • image_raw (sensor_msgs/Image)

Publish

  • bounding_boxes (bboxes_ex_msgs/BoundingBoxes or vision_msgs/Detection2DArray)
    • bboxes_ex_msgs/BoundingBoxes: Output BoundingBoxes like darknet_ros_msgs
    • ※ If you want to use darknet_ros_msgs , replace bboxes_ex_msgs with darknet_ros_msgs.

Reference

  • YOLOX (GitHub)
@article{yolox2021,
  title={YOLOX: Exceeding YOLO Series in 2021},
  author={Ge, Zheng and Liu, Songtao and Wang, Feng and Li, Zeming and Sun, Jian},
  journal={arXiv preprint arXiv:2107.08430},
  year={2021}
}

Contributors


About

YOLOX + ROS2 object detection package (C++ only support)

Topics

humbleobject-detectiononnxruntimeopencvopenvinoros2tensorrttfliteyolox

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Readme
Apache-2.0 license
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