Project bounce and player positions into court reference space and return zone statistics used to enrich the AI scouting report. Court r

Set assigned_to for many clips in one batch. `assignments` maps clip_id → annotator name. Returns rows updated.

Set the annotator assignment for a single clip.

Pre-download pretrained weights during image build so they're cached.

TrackNet (+ ROI when camera_id set) on a clip — returns .npz bytes.

Run the full pipeline: detect + filter.

Args: x: (batch, seq_len, 2) normalized coordinates m: (batch, seq_len, 1) inpaint mask (1 = missing, 0 = detected)

Programmatically navigate.

Total slide count.

Load PlayerTracker once for all tests in this module.

Run detect_frame on all sampled frames, return list of player_dicts.

Read sampled frames from the test video, resized to 1280x720.