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docs: README updates in subfolders
Abdelrahman Almatrooshiafda79c -
chore: Dockerfile, docs, deps, and comment tweaks
Abdelrahman Almatrooshi- Update Dockerfile, README, requirements, .gitignore - Small comment/docstring adjustments in main, justify_thresholds, xgboost scriptsab8ff76
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feat: ClearML project name, artifacts, repro snapshots, model metadata
k22056537479c932
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feat: switch eye gaze to score-based fusion
k22056537Update gaze fusion logic and related API/UI/test paths to use score-based eye gaze behavior instead of the previous mode.77ec8df -
docs: expand model training guide
k22056537Add setup, training, evaluation, output paths, and optional ClearML usage details in models README for faster onboarding.ec03d7b -
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 -
MERGE EVERYTHING from feature/integration-cleaned :((((((((((((((((((((((((((((((((((((((((((((((( so tired
04b7b50
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evaluation: channel ablation script + feature importance LOPO
k22056537b4db9bd
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chore: MLP pipeline, evaluation updates, feature importance, confusion matrices
k220565377302617 -
chore: integration cleanup — remove eye CNN, add threshold justification, fix pipeline
k22056537021cba1
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Put all the models together (expect UI)
3e5b046
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integrated open/closed eye cnn in script
Abdelrahman Almatrooshi83c4c5b
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Replace CNN_MODEL submodule with actual files
Saba Al-Gafri999bbd8 -
Add CNN model
Saba Al-Gafri9a71a9c
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Add ClearML for mlp
9216f6f
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remove old duplicate folders
k22056537a12e47d -
reorg folders, add MLP demo
k220565373d8b199
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feat: data collection script, explorer notebook, sample sessions
k2205653734e59cc -
feat: add optional eye model (YOLO/MobileNet) alongside geometry
k2205653786a27e6 -
feat: stage 2 head pose, eye behaviour, MAR/yawn, tighter focus; add torch deps
k220565372d3051f
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chore: add template layout and stage 1 face mesh demo
k22056537f864d38
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set up template with folder structure and training script
k22056537a946a43