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Virena, a minimal vision-language-action robot model you can read
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GitHub Repository
This project implements a real-time detection system to identify potentially dangerous stabbing movements using advanced computer vision and machine learning techniques.
0 starsPython
Real-time violent action detection using computer vision
by iraton·Mar 9, 2026·2 points·1 comment
AI Analysis
●MidBold Bet
Standard YOLO + LSTM pipeline for violence detection, nothing novel beyond the specific use case.
Strengths
- •Multi-stage pipeline combines object detection, pose estimation, and temporal sequence analysis for context.
- •Frame skipping logic maintains LSTM input buffer while reducing compute for real-time performance.
- •Fine-tuned YOLO model specifically trained on custom knife detection dataset for higher precision.
Weaknesses
- •Zero stars, zero forks indicates very early stage with no community validation or production use.
- •Violence detection via CV is well-researched; this implements known patterns without novel contributions.
Category
Target Audience
Security researchers and computer vision developers
Similar To
Real Life Violence Situations Dataset projects · Standard HAR pipelines
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