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yolov8模型在1280*1280下出现多检 #1431

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BouncyKnight12 opened this issue Jan 20, 2024 · 5 comments
Closed

yolov8模型在1280*1280下出现多检 #1431

BouncyKnight12 opened this issue Jan 20, 2024 · 5 comments
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wontfix This will not be worked on

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@BouncyKnight12
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Env

  • GPU, jetson-agx
  • OS, e.g. Ubuntu20.04
  • Cuda 11.4
  • TensorRT 8.5.2

About this repo

  • which branch/tag/commit are you using?
    master
  • which model? yolov5, retinaface?
    yolov8

Your problem

使用yolov8n模型在1280*1280分辨率下进行推理，推理结果比pytorch的输出结果多了一个框
pytorch的结果如下
20240109104200_456_2_131
tensorrtx的结果如下
_20240109104200_456_2_131
@wang-xinyu
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看看confidence是多少？

@BouncyKnight12
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在tensorrtx中的confidence是0.566019，使用pytorch设置的confidence是0.25并且打开了half开关

@BouncyKnight12
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我使用tensorrt的命令行工具trtexec之间去导出模型也依然存在这样的问题
20240109104200_456_2_131_trtexec

@wang-xinyu
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有轻微diff是正常的，可以多跑一些，对比下mAP

@stale Stale
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stale bot commented Apr 16, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@stale stale bot added the wontfix This will not be worked on label Apr 16, 2024
@stale stale bot closed this as completed Jun 9, 2024
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@wang-xinyu @BouncyKnight12