Fork from https://github.com/Zhongdao/Towards-Realtime-MOT for surfacing suspicion (PhD. research project)
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4 weeks ago | |
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assets | 4 years ago | |
cfg | 2 months ago | |
data | 3 years ago | |
docker | 4 weeks ago | |
tracker | 2 months ago | |
utils | 2 months ago | |
.gitignore | 2 months ago | |
DATASET_ZOO.md | 3 years ago | |
LICENSE | 3 years ago | |
README.md | 4 weeks ago | |
README.original.md | 4 weeks ago | |
demo.py | 1 month ago | |
extract_ped_per_frame.py | 3 years ago | |
live_track.ipynb | 1 month ago | |
models.py | 3 years ago | |
test.py | 3 years ago | |
track.py | 1 month ago | |
train.py | 3 years ago | |
visualise_embeddings.ipynb | 1 month ago |
README.md
Repo built on Towards-Realtime-MOT, but now used to work with multiple (multiple) object trackers.
Towards Realtime MOT
See also Original Readme.
Torchreid Feature Extractor
See documentation.
Torchreid offers various pretrained models
# osnet_ain_x1_0
wget --content-disposition https://drive.google.com/uc?id=1-CaioD9NaqbHK_kzSMW8VE4_3KcsRjEo
# osnet_ain_x1_0_msmt17_256x128_amsgrad_ep50_lr0.0015_coslr_b64_fb10_softmax_labsmth_flip_jitter.pth
wget --content-disposition https://drive.google.com/uc?id=1SigwBE6mPdqiJMqhuIY4aqC7--5CsMal
TODO:
- DeepSort, eg. https://medium.com/axinc-ai/deepsort-a-machine-learning-model-for-tracking-people-1170743b5984
- https://github.com/ifzhang/ByteTrack?ref=blog.roboflow.com
- https://paperswithcode.com/sota/multi-object-tracking-on-mot17?p=bytetrack-multi-object-tracking-by-1
- https://github.com/tryolabs/norfair
- https://github.com/ale152/ClusterSkeletonTracklets