File size: 2,105 Bytes
8b478fa | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | {
"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."
]
}
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