readme.md

SlowFast Network

Model Architecture

• Type: Two-Stream Pathway (Slow + Fast)
• Fast Pathway: High temporal resolution (all 32 frames), low channel capacity. Captures motion.
• Slow Pathway: Low temporal resolution (4 frames, stride 8), high channel capacity. Captures spatial details.
• Fusion: Lateral connections fuse Fast features into Slow pathway at multiple stages to integrate motion information.
• Input: 32 Frames.

Dataset Structure

Expects Dataset folder in parent directory.

Dataset/
├── violence/
└── no-violence/

How to Run

1. Install dependencies: torch, opencv-python, scikit-learn, numpy.
2. Run python train.py.