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@@ -10,11 +10,12 @@ SORT,
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DeepSORT,
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ByteTrack([ECCV2022](https://arxiv.org/pdf/2110.06864)),
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DeepMOT([CVPR2020](https://openaccess.thecvf.com/content_CVPR_2020/papers/Xu_How_to_Train_Your_Deep_Multi-Object_Tracker_CVPR_2020_paper.pdf)),
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BoT-SORT([arxiv2206](https://arxiv.org/pdf/2206.14651.pdf)),
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BoT-SORT([arxiv2206](https://arxiv.org/pdf/2206.14651.pdf)),
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UAVMOT([CVPR2022](https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_Multi-Object_Tracking_Meets_Moving_UAV_CVPR_2022_paper.pdf))
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## TODO
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- [ ] 集成UAVMOT([CVPR2022](https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_Multi-Object_Tracking_Meets_Moving_UAV_CVPR_2022_paper.pdf))
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- [x] 集成UAVMOT([CVPR2022](https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_Multi-Object_Tracking_Meets_Moving_UAV_CVPR_2022_paper.pdf))
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- [ ] 达到更好的结果(缓解类别不平衡, 小目标等等)...
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- [ ] MOT challenge数据集
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- [ ] 更换Re-ID模型
@@ -32,9 +33,10 @@ YOLO v7 VisDrone训练完模型:
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|:--------------|:-------:|:------:|:------:|:------:|
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|SORT | **26.4** | 36.4 |3264 |12.2 |
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|DeepSORT | 12.1 | 26.9 | 3860 | 12.4|
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|ByteTrack | 25.1 | 40.8| 1590 | **14.32**|
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|ByteTrack | 25.1 | 40.8| 1590 | 14.32|
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|DeepMOT | 15.0 | 24.8|3666 |7.64|
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|BoT-SORT | 23.0 | **41.4**|**1014** |5.41|
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|UAVMOT | 25.0 | 40.5 | 1644 |**18.56**|
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> fps具有一定的随机性
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@@ -95,6 +97,11 @@ python tracker/track.py --dataset visdrone --data_format origin --tracker deepmo
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python tracker/track.py --dataset visdrone --data_format origin --tracker botsort --model_path runs/train/yolov7-w6-custom4/weights/best.pt
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```
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***UAVMOT***
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```shell
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python tracker/track.py --dataset visdrone --data_format origin --tracker uavmot --model_path runs/train/yolov7-w6-custom4/weights/best.pt
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```
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> 您也可以通过增加
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> ```shell
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> --save_images --save_videos

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