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Published 20 hours ago • verified publisher icon eriklindernoren

Tiny YOLOv3 vs YOLOv5s

Open wiky231 opened this issue 3 years ago • 1 comments

Hi, I'm trying to compare the 2 models by training them on the same custom dataset. However, after testing I realized that the Tiny YOLOv3 performs at an mAP0.5 of 0.7 but with an extremely high inference speed of 3.1ms while the YOLOv5s performs at an mAP0.5 of 0.89 at a slower inference speed of 6.1ms. Is this normal?

wiky231 avatar May 10 '22 15:05 wiky231

Hi! This repository does not contain any YOLOv5s. To make sure we can understand your question correctly, we need some more information. Could you clarify what YOLOv3 and YOLOv5s implementations you are talking about (provide a link), please?

jaagut avatar May 17 '22 12:05 jaagut