Violence Detection
The main workflow of our project
Project for 上海市级大学生创新创业项目 | Shanghai innovation and entrepreneurship training program, Mar. 2019 - Mar. 2020
As shown in the picture, our project “Violence detection system based on deep learning” (Fan Li, Zhuofan Li, and Xiaoxiao Yang) supposed by Prof. Aiguo Zhou and Prof. Changhong Fu focuses on identifying violent individuals and tracking them. It mainly contains the following contents:
- Reading, displaying and preprocessing videos using OpenCV
- Using YOLO which is a famous detection algorithm to identify the person’s position
- Extracting person’s joint coordinates based on OpenPose
- Converting the joint coordinates into the angle information, and using SVM to identify violent individuals
- Tracking the violent individuals using the proposed tracker TSD
