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Published 20 hours ago • verified publisher icon linhaoqi027

yolov5s.pt convert to opnevino test time

Open Belinda-great opened this issue 4 years ago • 1 comments

I use yolov5s, v3, img size is 640*640, one thread, test inference time, test openvino(2020R4) time is 1.28s, and pytorch one thread time is 1.2s, it's too slow. platform: E5-2699 V3 @2.30GHz. Is there anything wrong with my test? what time did you test?

Belinda-great avatar Nov 06 '20 02:11 Belinda-great

Did you use my code? If yes,it may caused by NMS. Beacuse NMS is not include in openvino.I convert the model output to torch then using NMS code in yolov5 official code. If you want shorten test time.You should do openvino in NMS. If you done this, please contract me to update this project

linhaoqi027 avatar Nov 07 '20 03:11 linhaoqi027