2023-05-01 15:56:14 +02:00
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Repo built on Towards-Realtime-MOT, but now used to work with multiple (multiple) object trackers.
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## Towards Realtime MOT
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See also [Original Readme](README.original.md).
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## Torchreid Feature Extractor
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See [documentation](https://kaiyangzhou.github.io/deep-person-reid/user_guide.html#use-torchreid-as-a-feature-extractor-in-your-projects).
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Torchreid offers [various pretrained](https://kaiyangzhou.github.io/deep-person-reid/MODEL_ZOO) models
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```bash
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# osnet_ain_x1_0
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wget --content-disposition https://drive.google.com/uc?id=1-CaioD9NaqbHK_kzSMW8VE4_3KcsRjEo
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# osnet_ain_x1_0_msmt17_256x128_amsgrad_ep50_lr0.0015_coslr_b64_fb10_softmax_labsmth_flip_jitter.pth
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wget --content-disposition https://drive.google.com/uc?id=1SigwBE6mPdqiJMqhuIY4aqC7--5CsMal
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```
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## TODO:
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- DeepSort, eg. https://medium.com/axinc-ai/deepsort-a-machine-learning-model-for-tracking-people-1170743b5984
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- https://github.com/ifzhang/ByteTrack?ref=blog.roboflow.com
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- https://paperswithcode.com/sota/multi-object-tracking-on-mot17?p=bytetrack-multi-object-tracking-by-1
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- https://github.com/tryolabs/norfair
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- https://github.com/ale152/ClusterSkeletonTracklets
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