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zyayoung avatar zyayoung commented on June 10, 2024
  1. https://github.com/zyayoung/ByteTrackInference
  2. The yolox weight is from https://github.com/noahcao/OC_SORT/blob/master/docs/MODEL_ZOO.md
  3. we use the detection bbox of yolox for training and inference.

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wenyuqing avatar wenyuqing commented on June 10, 2024

Thanks a lot for your quick reply. I'm still a little bit confused about the yolox weights. Which model exactly is used and have you tried other yolox weights?
I previously thought that the yolox weight is from training yolox with ByteTrack tracker on DanceTrack training set, which according to the results in this link you provided in the paper: [https://github.com/DanceTrack/DanceTrack] as you provided in the paper ( 47.7 HOTA)
image

But it seems that you use OC-SORT tracker rather than ByteTrack tracker? Do you mean you use the model that have 55.1 HOTA results on DanceTrack test set?
image

Have you tried other yolox weights such as the yolox pretrained with ByterTrack tracker(47.7 HOTA)? Will it influence the overall performance a lot?

Looking forward to your reply, thanks!

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