# violence-detection-using-keyframe-extraction-and-CNN-with-attention-CBAM

**Repository Path**: yu-jun-wang/violence-detection-using-keyframe-extraction-and-CNN-with-attention-CBAM

## Basic Information

- **Project Name**: violence-detection-using-keyframe-extraction-and-CNN-with-attention-CBAM
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-09-11
- **Last Updated**: 2025-09-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# violence-detection-using-keyframe-extraction-and-CNN-with-attention-CBAM
Datasets used in the proposed model are Action Movies, Hockey Fight, Violent Flows, and UBI-Fights
In preprocessing stage, keyframes are extracted using MS-SSIM.
The extracted frames are forwarded to CBAM module to derive discriminant information about motion regions.
Then, the CNN is trained and tested on the datasets.