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Title: GitHub - INCLab/ByteTrack: ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Open Graph Title: GitHub - INCLab/ByteTrack: ByteTrack: Multi-Object Tracking by Associating Every Detection Box

X Title: GitHub - INCLab/ByteTrack: ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Description: ByteTrack: Multi-Object Tracking by Associating Every Detection Box - INCLab/ByteTrack

Open Graph Description: ByteTrack: Multi-Object Tracking by Associating Every Detection Box - INCLab/ByteTrack

X Description: ByteTrack: Multi-Object Tracking by Associating Every Detection Box - INCLab/ByteTrack

Opengraph URL: https://github.com/INCLab/ByteTrack

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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MIT licensehttps://patch-diff.githubusercontent.com/INCLab/ByteTrack
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#bytetrack
https://paperswithcode.com/sota/multi-object-tracking-on-mot17?p=bytetrack-multi-object-tracking-by-1
https://paperswithcode.com/sota/multi-object-tracking-on-mot20-1?p=bytetrack-multi-object-tracking-by-1
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#bytetrack-is-a-simple-fast-and-strong-multi-object-tracker
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/sota.png
ByteTrack: Multi-Object Tracking by Associating Every Detection Boxhttps://arxiv.org/abs/2110.06864
arXiv 2110.06864https://arxiv.org/abs/2110.06864
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#demo-links
https://colab.research.google.com/drive/1bDilg4cmXFa8HCKHbsZ_p16p0vrhLyu0?usp=sharing
https://huggingface.co/spaces/akhaliq/bytetrack
arXiv 2110.06864https://arxiv.org/abs/2110.06864
Huggingface Spaceshttps://huggingface.co/spaces
Gradiohttps://github.com/gradio-app/gradio
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#abstract
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/teasing.png
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#tracking-performance
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#results-on-mot-challenge-test-set
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#visualization-results-on-mot-challenge-test-set
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/MOT17-01-SDP.gif
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/MOT17-07-SDP.gif
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/MOT20-07.gif
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/MOT20-08.gif
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#installation
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#1-installing-on-the-host-machine
pycocotoolshttps://github.com/cocodataset/cocoapi
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#2-docker-build
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#data-preparation
MOT17https://motchallenge.net/
MOT20https://motchallenge.net/
CrowdHumanhttps://www.crowdhuman.org/
Citypersonhttps://github.com/Zhongdao/Towards-Realtime-MOT/blob/master/DATASET_ZOO.md
ETHZhttps://github.com/Zhongdao/Towards-Realtime-MOT/blob/master/DATASET_ZOO.md
mix_xxx.pyhttps://github.com/ifzhang/ByteTrack/blob/c116dfc746f9ebe07d419caa8acba9b3acfa79a6/tools/mix_data_ablation.py#L6
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#model-zoo
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#ablation-model
[google]https://drive.google.com/file/d/1iqhM-6V_r1FpOlOzrdP_Ejshgk0DxOob/view?usp=sharing
[baidu(code:eeo8)]https://pan.baidu.com/s/1W5eRBnxc4x9V8gm7dgdEYg
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#mot17-test-model
[google]https://drive.google.com/file/d/1P4mY0Yyd3PPTybgZkjMYhFri88nTmJX5/view?usp=sharing
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[google]https://drive.google.com/file/d/1uSmhXzyV1Zvb4TJJCzpsZOIcw7CCJLxj/view?usp=sharing
[baidu(code:qflm)]https://pan.baidu.com/s/1PiP1kQfgxAIrnGUbFP6Wfg
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[baidu(code:cr8i)]https://pan.baidu.com/s/1jgIqisPSDw98HJh8hqhM5w
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#mot20-test-model
[google]https://drive.google.com/file/d/1HX2_JpMOjOIj1Z9rJjoet9XNy_cCAs5U/view?usp=sharing
[baidu(code:3apd)]https://pan.baidu.com/s/1bowJJj0bAnbhEQ3_6_Am0A
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#training
model zoohttps://github.com/Megvii-BaseDetection/YOLOX/tree/0.1.0
line 134-135 in data_augment.pyhttps://github.com/ifzhang/ByteTrack/blob/72cd6dd24083c337a9177e484b12bb2b5b3069a6/yolox/data/data_augment.py#L134
line 122-125 in mosaicdetection.pyhttps://github.com/ifzhang/ByteTrack/blob/72cd6dd24083c337a9177e484b12bb2b5b3069a6/yolox/data/datasets/mosaicdetection.py#L122
line 217-225 in mosaicdetection.pyhttps://github.com/ifzhang/ByteTrack/blob/72cd6dd24083c337a9177e484b12bb2b5b3069a6/yolox/data/datasets/mosaicdetection.py#L217
line 115-118 in boxes.pyhttps://github.com/ifzhang/ByteTrack/blob/72cd6dd24083c337a9177e484b12bb2b5b3069a6/yolox/utils/boxes.py#L115
MOT-to-COCOhttps://github.com/ifzhang/ByteTrack/blob/main/tools/convert_mot17_to_coco.py
CrowdHuman-to-COCOhttps://github.com/ifzhang/ByteTrack/blob/main/tools/convert_crowdhuman_to_coco.py
CrowdHumanhttps://github.com/ifzhang/ByteTrack/blob/main/exps/example/mot/yolox_x_ch.py
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#tracking
MOTChallengehttps://motchallenge.net/
yolox_x_mix_mot20_ch.pyhttps://github.com/ifzhang/ByteTrack/blob/main/exps/example/mot/yolox_x_mix_mot20_ch.py
MOTChallengehttps://motchallenge.net/
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#applying-byte-to-other-trackers
tutorialshttps://github.com/ifzhang/ByteTrack/tree/main/tutorials
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#combining-byte-with-other-detectors
byte_tracker.pyhttps://github.com/ifzhang/ByteTrack/blob/main/yolox/tracker/byte_tracker.py
mot_evaluators.pyhttps://github.com/ifzhang/ByteTrack/blob/main/yolox/evaluators/mot_evaluator.py
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#demo
https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/assets/palace_demo.gif
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#deploy
ONNX export and ONNXRuntimehttps://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/deploy/ONNXRuntime
TensorRT in Pythonhttps://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/deploy/TensorRT/python
TensorRT in C++https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/deploy/TensorRT/cpp
ncnn in C++https://patch-diff.githubusercontent.com/INCLab/ByteTrack/blob/main/deploy/ncnn/cpp
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#citation
https://patch-diff.githubusercontent.com/INCLab/ByteTrack#acknowledgement
YOLOXhttps://github.com/Megvii-BaseDetection/YOLOX
FairMOThttps://github.com/ifzhang/FairMOT
TransTrackhttps://github.com/PeizeSun/TransTrack
JDE-Cpphttps://github.com/samylee/Towards-Realtime-MOT-Cpp
Readme https://patch-diff.githubusercontent.com/INCLab/ByteTrack#readme-ov-file
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