AI Camera Vision
AI camera system with OpenCV face detection, a custom PyTorch face-recognition model, live overlays, training flow, and local-network serving.
Project surface
This is the strongest direct match to the AI-powered camera / face-recognition thread in the portfolio brief.
Problem
A camera system is only useful if detection, recognition, training, calibration, and network access all work together as one workflow.
Contribution
Built a local system that supports camera configuration, live streaming, training from `ImageFolder` datasets, calibration/model file management, and LAN access.
Why it matters
This is the strongest direct match to the AI-powered camera / face-recognition thread in the portfolio brief.
Contribution context
Personal repository.
Roles
- Vision pipeline implementation
- Model training workflow
- Local serving setup
Stack
Domains
Artifacts
Evidence note
Grounded in the public `EXIBIST32132/camera-ai` README and repo contents.