Overview
This camera will have following features:
- Number of humans
- Safety gear compliance
- Face detection and recognition
- Safety perimeter detection
- Operator monitoring system
- Unwanted object/Human detection
- Fire detection
- Human pattern recognition to optimise flow
- Time efficiency of processes
- Number plate recognition
- Human/vehicle/imp-boxes tracking
- Infrastructure monitoring
Keep adding more on each and make a separate issue with feature as tracker and elaborate.
Basic idea is to use YOLO models to do detection and then use qwen model for further detections if and when needed.
The end goal is to make a surveillance system which can perform like a human sitting in the room to whom you can ask to detect almost anything .
Stick to SLMs only. Use consumer gpus rtx 4090 or somewhere around that. That must be enough.