行人检测

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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

image

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