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
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README.md
Person Monitor
Contact
- Author: Maocheng Hu
- Email: wojiaohumaocheng@gmail.com
- Create Time: 2022/07/04
Docker images
/data2/humaocheng/person_monitor
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
- YOLOv6 for object detection
- STGCN++ for action detection