基于安防监控摄像头图像的行人轨迹跟踪和行为检测。基于bytetrack跟踪算法+yolo检测算法+openpose关键点检测算法+stgnn时空图网络行为识别算法。工程在192.168.20.248服务器上
yang
5fd5ae62e3
1. merge person attribute detection and helmet detection with yolov7
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2 年之前 | |
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| .idea | 2 年之前 | |
| dependence | 2 年之前 | |
| dev | 2 年之前 | |
| .gitignore | 2 年之前 | |
| README.md | 2 年之前 | |
| need_run.sh | 2 年之前 | |
| run_docker.sh | 2 年之前 |
README.md
Person Monitor
Contact
- Author: Maocheng Hu
- Email: wojiaohumaocheng@gmail.com
- Create Time: 2022/07/04
Description
This project is for monitoring folk actions. Now it can support these functions:
1. Tracking Algorithm
[1] person number count
[2] person tracking
[3] person move direction
2 Object Detection
[4] helmet detection
[5] sleep detection
[6] play/call phone detection
[7] person gathering
3. Action Recognition Algorithm
[8] fall down action recognition
[9] jump action recognition
[10] walk action recognition
[11] run action recognition
[12] stand action recognition
TODO
- YOLOv7 pose
- Optimization of Fall Detection