Wire up ONNX RetinaFace detector and MobileFaceNet embeddings in the CLI
and auth pipeline. Add IR camera detection for Windows Hello-style
"Integrated I" cameras and greyscale-only format heuristic. Add histogram
normalization for underexposed IR frames from low-power emitters.
- Add `onnx` feature flag to CLI crate forwarding to daemon
- Wire ONNX detector into `detect` command with fallback to simple detector
- Fix IR camera detection for Chicony "Integrated I" naming pattern
- Add `normalize_if_dark()` for underexposed IR frames in auth pipeline
- Load user config from ~/.config/linux-hello/ as fallback
- Update systemd service for IR emitter integration and camera access
- Add system installation script and ONNX runtime installer
- Update .gitignore for local dev artifacts
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Add README.md with project overview, features, installation, and usage
- Document current Phase 3 completion status
- Include architecture diagrams and security information
- Add roadmap for Phase 4-5
- Update status.md to reflect current codebase state
