yolov8 + deepsort 用于进行多目标检测（车流统计，人流统计）_yolov8+deepsort

yolov8 + deepsort 用于进行多目标检测（车流统计，人流统计）

参考视频：https://www.youtube.com/watch?v=nkptX_vXJKo

git地址：https://github.com/MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking

• Clone the repository

  git clone https://github.com/MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking.git
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• Goto the cloned folder.

  cd YOLOv8-DeepSORT-Object-Tracking

  Install the dependecies

pip install -e '.[dev]'
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这里要注意不是在yolo环境下执行，而是在普通命令行下执行，否则会报错

• Run the code with mentioned command below.

• For yolov8 object detection + Tracking

python predict.py model=yolov8l.pt source=“test3.mp4” show=True

• 报错：Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized.

解决方案参考链接：https://blog.csdn.net/qq_37164776/article/details/126832303

注：最终使用 yolov8-deepsort 报错，未实际跑起来；

下载github上已实现的代码，进行车流统计

github链接：https://github.com/redeagle17/Car-Counting

我的实现方式，将Car-Countind/Car Counter Project/ 路径下的 carCounter.py sort.py复制到我已经配置好环境的ultralytics

我的ultralytics版本是 ultralytics-8.0.49

运行后可以对每一个识别到的目标进行id的标注