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README.md

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# YOLO v7 + 各种tracker实现多目标跟踪
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## 注意
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20220927修复了STrack类中update不更新外观的问题, 代码有较大更, **您可能需要重新下载```./tracker```文件夹**.
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尝试加入StrongSORT, 但是目前还不work:(, 尽力调一调
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## 亮点
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1. 统一代码风格, 对多种tracker重新整理, 详细注释, 方便阅读, 适合初学者
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2. 多类多目标跟踪
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| Tracker | MOTA | IDF1 | IDS | fps |
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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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|DeepSORT | 16.4 | 33.1 | 1387 | 12.51|
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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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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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***StrongSORT***(目前有问题 正在修复)
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```shell
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python tracker/track.py --dataset visdrone --data_format origin --tracker strongsort --model_path runs/train/yolov7-w6-custom4/weights/best.pt --reid_model_path weights/osnet_x1_0.pth
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```
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> StrongSORT中OSNet的下载地址, 请参照https://github.com/mikel-brostrom/Yolov5_StrongSORT_OSNet/blob/master/strong_sort/deep/reid_model_factory.py
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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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