| { |
| "schema_version": 1, |
| "dataset_id": "luminmouse-core4-bridge33k-rotating-v2", |
| "publication_kind": "source_manifests_and_recipe_only", |
| "image_payload_hosted": false, |
| "per_image_annotations_hosted": false, |
| "seed": 42, |
| "keypoints": ["nose", "left_ear", "right_ear", "tail_base"], |
| "bbox_format": "COCO xywh in original image pixels", |
| "missing_keypoints": "masked; never teacher-filled", |
| "human_pose_supervision_only": true, |
| "raw_training_input": { |
| "external": {"images": 27826, "instances": 48073}, |
| "topviewmouse": {"images": 5114, "instances": 5452} |
| }, |
| "prepared_views": { |
| "pose_train": {"images": 32713, "instances": 53420}, |
| "detector_train": {"images": 32754, "instances": 53502}, |
| "external_validation": {"images": 2662, "instances": 4801}, |
| "historical_test": {"images": 263, "bbox_instances": 285, "core4_instances": 283} |
| }, |
| "openfield": {"train_images": 1012, "historical_test_images": 54}, |
| "sampling": { |
| "strategy": "seeded cyclic windows; one mouse per pose frame rotates by epoch", |
| "per_source_frame_caps": {"mars_topview_pose": 1242, "kumar_ofa_pose": 1242, "lightning_pose_crim13": 1242}, |
| "uncapped_sources": "all eligible frames per epoch", |
| "pose_crops_per_epoch": 11070, |
| "detector_frames_per_epoch": 11070, |
| "detector_frames_with_ddp_padding": 11072 |
| }, |
| "training_exposure": { |
| "pose": {"epochs": 600, "global_batch": 64, "world_size": 8, "local_batch": 8, "updates": 103800}, |
| "detector": {"formal_time_hours": 12.5, "completed_epochs": 714, "global_batch": 64, "image_size": 640} |
| }, |
| "historical_loader_caveat": "Seven invalid normalized detector-label records were skipped in the original run; prepared-manifest totals are not loaded-record totals.", |
| "split_limitations": [ |
| "MARS has no released session IDs; deterministic frame-hash splitting is diagnostic, not session-disjoint evidence.", |
| "TopViewMouse has source-family labels but no reliable released session IDs.", |
| "Historical test must not enter gradients, training pseudo-labels, checkpoint selection, or threshold tuning." |
| ] |
| } |
|
|
