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Improved job processing - #146

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Prabhnoor911 wants to merge 15 commits into
Redback-Operations:mainfrom
mjlew133:improve-job-processing
Open

Prabhnoor911 wants to merge 15 commits into
Redback-Operations:mainfrom
mjlew133:improve-job-processing

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@Prabhnoor911

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mjlew133 and others added 15 commits July 22, 2026 16:53
- scripts/build_datasets.py: builds all_teams (7-class), all_classes
  (9-class) and player_ref (2-class) YOLO datasets from the raw T1 match
  data, 80/20 split, seed 42
- scripts/train.py: trains YOLO11s on a built dataset (T1 recipe)
- scripts/track_video.py: runs detection + ByteTrack on match footage,
  writes H.264 annotated video and tracking CSV
- scripts/download_data.py: restores data/datasets/models from the shared
  Google Drive backup
- docs: setup, dataset specs, training results
- gitignore: cover datasets/, models/, outputs/
Fragmented MP4 (used so partial output survives interruption) causes
blocky playback in some players. Stream-copy remux on completion keeps
both properties.
T2 player tracking pipeline: datasets, training, video tracking
Fix Carlton and Gold Coast jersey labels
…king

Merging files from T1_26 to T2_26. Also improved backend job tracking
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5 participants