Home

This is a comprehensive intelligent monitoring system developed using YOLO, YOLO_pose, LSTM, two-stream VIT, and a reward-punishment mechanism with public datasets. It aims to real-time monitor various abnormal situations in the community, including but not limited to the 80 common COCO categories, smoke, fire, various human postures recognized by YOLOpose, various long-term abnormal behaviors, theft, fighting, robbery, etc. If you need to develop a monitoring system for your community, my code is the best choice. In addition, due to copyright and other reasons, my parameters and the datasets used cannot be made public. If needed, please contact me. P.S.: I will release a detailed README by March 2026, with detailed explanations of the code and comments. It should be noted that the current code uses my absolute paths, and when you use it, you can change them with one click in the code software.