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Add support for Yolov10 #546

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shashikant-ghangare
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Hi, @marcoslucianops
Great work with DeepStream-Yolo. It has been quite helpful in running YOLO based models with Deepstream SDK.
Yolov10 released recently and is based on Ultralytics. I have contributed to include support for Yolov10 models with Deepstream SDK.

  • Added utils/export_yoloV10.py
  • Added config_infer_primary_yoloV10.txt
  • Added docs/YOLOv10.md

@matheuz31
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Hi @shashikant-ghangare ,

First of all, I would like to thank you for the contribution. I've tested your support for YOLOv10 in DeepStream and I'm facing some performance issues. According to the paper, YOLOv10 should be significantly faster than YOLOv8. However, when I run the same pipeline with your YOLOv10 and the @marcoslucianops pipeline with YOLOv8, I find that YOLOv8 has lower latency. Have you faced this problem, or am I missing something?

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