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ifzhang / ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
MIT License
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Do standard models only support person class? #207

Closed bit-scientist closed 1 year ago

bit-scientist commented 2 years ago

First off, thank you for this amazing project. It's really promising.

I have some questions, though. 😄 It looks like standard models were trained for only person class, right? If I want to track pet animals (cats and dogs) that exist in COCO dataset, can I just use the custom-pretrained YOLOX detector (cat and dog)? You mentioned that one needs to modify byte_tracker.py if s(h)e wants to combine other detectors with BYTE. Could you elaborate what exactly needs to be done? I finding it a little complicated to start. THANK YOU!

YamacTan commented 2 years ago

I have a similar problem with the tracker. I just want to use pure YOLOX-X model with 80 classes of COCO for car tracking. But I cannot get the results that I expected. Did you find any solution about it?

Everloom-129 commented 1 year ago

So do I, I am trying to find some method for detecting car, but the project is too complex, maybe the team can recommend a part to get start My starting point: exps/example/mot/yolox_s_mix_det.py, is that work? I tried to modify num_classes, but the case don't match

bit-scientist commented 1 year ago

Hi, @YamacTan (sorry for the late reply to your message) and @Everloom-129. I can hardly see an activity on this repo. Good news is that ultralytics has integrated bytetrack into their framework. There you can use bytetrack tracking with any of your custom trained v8 model. Try that and good luck to both of you!

Everloom-129 commented 1 year ago

Ohhh, I have just realized it yesterday with official help! That's wonderful, thank you for the fantastic model

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From: bit-scientist @.> Sent: Friday, August 25, 2023 6:15:23 PM To: ifzhang/ByteTrack @.> Cc: Wang, Jie @.>; Mention @.> Subject: Re: [ifzhang/ByteTrack] Do standard models only support person class? (Issue #207)

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Hi, @YamacTanhttps://github.com/YamacTan (sorry for the late reply to your message) and @Everloom-129https://github.com/Everloom-129. I can hardly see an activity on this repo. Good news is that ultralytics https://github.com/ultralytics/ultralytics has integrated bytetrack https://docs.ultralytics.com/modes/track/ into their framework. There you can use bytetrack tracking with any of your custom trained v8 model. Try that and good luck to both of you!

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