bahriid / CNN-LSTM-Violence-detection

Violence Detection using a CNN-LSTM model

CNN-LSTM-Violence-detection

Violence Detection using a CNN-LSTM model

Dependencies

• Python ( I used 3.8.3)
• opencv
• tensorflow 2.x
• keras

script at work :

the model takes 30 frames as an input : the first 2 videos are obtained by using a rolling average and in the other 2 we only showcase the first frame the model takes every loop run.

Trained weights : https://drive.google.com/file/d/1phOcWnglLZxsly7gKBab8XJuKzFf5vdp/view?usp=sharing

Datasets :

• Movies Fight Detection Dataset : https://academictorrents.com/details/70e0794e2292fc051a13f05ea6f5b6c16f3d3635
• Hockey Fight Detection Dataset : https://academictorrents.com/details/38d9ed996a5a75a039b84cf8a137be794e7cee89
• VIOLENT-FLOWS DATABASE : https://www.openu.ac.il/home/hassner/data/violentflows/