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docs: README updates in subfolders
Abdelrahman Almatrooshiafda79c
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feat: sync integration updates across app and ML pipeline
k22056537Update backend/frontend integration, dataset config flow, and training/evaluation scripts, and refresh generated evaluation reports to match the latest runs.eb4abb8
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feat: UI nav, onboarding, L2CS weights path + torch.load; trim dev files
k22056537- Home nav: drop avatar, add Home; simplify home CTAs - Focus onboarding + pipeline/L2CS fixes; history clear in Help only - Ignore coverage; Docker log info; remove dead FocusPage, test_data, fetch_sweep9d50060
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Integrate L2CS-Net gaze estimation
Abdelrahman Almatrooshi- Add L2CS-Net in-tree (models/L2CS-Net/) with Gaze360 weights via Git LFS - L2CSPipeline: ResNet50 gaze + MediaPipe head pose, roll de-rotation, cosine scoring - 9-point polynomial gaze calibration with bias correction and IQR outlier filtering - Gaze-eye fusion: calibrated screen coords + EAR for focus detection - L2CS Boost mode: runs gaze alongside any base model (35/65 weight, veto at 0.38) - Calibration UI: fullscreen overlay, auto-advance, progress ring - Frontend: GAZE toggle, Calibrate button, gaze pointer dot on canvas - Bumped capture resolution to 640x480 @ JPEG 0.75 - Dockerfile: added git, CPU-only torch for HF Space deployment6065cea