环球微头条丨yolov5+deepsort+slowfast复现

• 2023-05-25 18:30:42 来源：博客园

(相关资料图)

1.运行环境

ubuntu 18.04.1Cuda 11.5Python 3.8.15torch 1.10.1+cu113torchvision 0.11.2+cu113

2.安装PyTorchVideo

cd /homegit clone https://gitee.com/YFwinston/pytorchvideo.gitcd pytorchvideopip install -e .

3.安装yolov5-slowfast-deepsort-PytorchVideo

下载yolov5-slowfast-deepsort-PytorchVideo

使用gitee（推荐）cd /homegit clone https://gitee.com/YFwinston/yolov5-slowfast-deepsort-PytorchVideo.git

安装

cd /home/yolov5-slowfast-deepsort-PytorchVideopip install -r requirements2.txt

下载文件

[yolov5_file](阿里云盘 (aliyundrive.com))[slowfast_file](阿里云盘 (aliyundrive.com))

我是将ckpt.t7放在了：/user-data/yolov5_file/我是将SLOWFAST_8x8_R50_DETECTION.pyth放在了：/user-data/slowfast_file/我是将yolov5l6.pt放在了：/user-data/yolov5_file/我是将yolov5-master.zip放在了：/user-data/yolov5_file/

mkdir -p /home/yolov5-slowfast-deepsort-PytorchVideo/deep_sort/deep_sort/deep/checkpoint/cp /user-data/yolov5_file/ckpt.t7 /home/yolov5-slowfast-deepsort-PytorchVideo/deep_sort/deep_sort/deep/checkpoint/ckpt.t7mkdir -p /root/.cache/torch/hub/checkpoints/ cp /user-data/slowfast_file/SLOWFAST_8x8_R50_DETECTION.pyth /root/.cache/torch/hub/checkpoints/SLOWFAST_8x8_R50_DETECTION.pythcp /user-data/yolov5_file/yolov5l6.pt /home/yolov5-slowfast-deepsort-PytorchVideo/yolov5l6.ptcp /user-data/yolov5_file/yolov5-master.zip /root/.cache/torch/hub/master.zip

4.测试

我将1.mp4存放在了/home/yolov5-slowfast-deepsort-PytorchVideo/demo/中cd /home/yolov5-slowfast-deepsort-PytorchVideomkdir democd /home/yolov5-slowfast-deepsort-PytorchVideopython yolo_slowfast.py --input ./demo/1.mp4

报错1

报错2

重新下载新包解决报错2 (8条消息) 【PyTorchVideo教程02】快速安装PyTorchVideo 采用 yolov5、slowfast、deepsort对学生课堂行为进行检测_yolov5和slowfast怎么结合_CV-杨帆的博客-CSDN博客

照着这个连接操作

报错3

5.替换成自己的数据集

ing

参考文章

【PyTorchVideo教程02】快速安装PyTorchVideo 采用 yolov5、slowfast、deepsort对学生课堂行为进行检测_yolov5和slowfast怎么结合_CV-杨帆的博客-CSDN博客

Whiffe/yolov5-slowfast-deepsort-PytorchVideo (github.com)

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