Deep Violance Detection

This is a repo for the violence Detection with 3D Convolutional Nets and data acquisition

Important Links

Papers

• https://arxiv.org/pdf/1412.0767.pdf

Code

• https://github.com/hx173149/C3D-tensorflow
• https://github.com/facebook/C3D

Action Recognition Datasets

• http://crcv.ucf.edu/data/UCF101.php
• https://cs.stanford.edu/people/karpathy/deepvideo/

Violance Dataset Links

• https://www.openu.ac.il/home/hassner/data/violentflows/
• http://visilab.etsii.uclm.es/personas/oscar/FightDetection/index.html

Notes

• Network is trained on train/test split 1 of action recognition split of UCF-101
• Need to test preprocessing speed difference of extracting frames on the fly vs extracting them before