Download models/baseline2d/model.json from dnakaikit/RA3D: direct link, hf CLI and curl.
- Browser
- Download file 5.25 kB
-
https://huggingface.co/datasets/dnakaikit/RA3D/resolve/main/models/baseline2d/model.json
- Command line
-
hf download hf://datasets/dnakaikit/RA3D/models/baseline2d/model.json
-
curl -L -o model.json https://huggingface.co/datasets/dnakaikit/RA3D/resolve/main/models/baseline2d/model.json
5.25 kB
| { | |
| "schema_version": 1, | |
| "method": "depth_free_2d", | |
| "features": [ | |
| "time_offset_frame", | |
| "xy_dist_um", | |
| "radius_sum_um", | |
| "vanished_diameter_um", | |
| "survivor_diameter_um", | |
| "post_survival_frames", | |
| "pre_overlap_frames", | |
| "survivor_delta_diameter_px", | |
| "vertical_y_gap_um", | |
| "vertical_closing_um_frame", | |
| "vertical_time_to_catch_frame", | |
| "vertical_penalty", | |
| "xy_gate_ratio_400", | |
| "pre_diameter_vanished_um", | |
| "pre_diameter_survivor_um", | |
| "pre_diameter_large_um", | |
| "pre_diameter_small_um", | |
| "post_diameter_um", | |
| "pre_diameter_vanished_n", | |
| "pre_diameter_survivor_n", | |
| "post_diameter_n", | |
| "post_over_large", | |
| "post_over_expected", | |
| "post_minus_large", | |
| "post_minus_expected", | |
| "volume_resid_frac", | |
| "signed_volume_resid_frac", | |
| "small_large_ratio", | |
| "expected_growth_um", | |
| "growth_fraction_of_expected", | |
| "pre_n_min", | |
| "pre_kin_both_count", | |
| "pre_kin_span_frames", | |
| "pre_xy_first_um", | |
| "pre_xy_last_um", | |
| "pre_xy_min_um", | |
| "pre_xy_max_um", | |
| "pre_xy_last_minus_first_um", | |
| "pre_xy_slope_um_frame", | |
| "pre_xy_tail_slope_um_frame", | |
| "pre_xy_increase_fraction", | |
| "pre_xy_tail_increase_fraction", | |
| "pre_xy_event_minus_last_um", | |
| "pre_xy_event_minus_min_um", | |
| "pre_closing_xy_last_um_frame", | |
| "pre_closing_xy_median_um_frame", | |
| "diameter_under_0p725", | |
| "diameter_under_0p90", | |
| "moving_apart_xy_rule" | |
| ], | |
| "files": { | |
| "trees.skops": "2acbc387dabf5e0e899e24813baf309fbabd674e325a2392205ecaa2f9f6e5f8", | |
| "relation.safetensors": "b31cdce25c8181a0b66a21354cc9f0e18ccaaa5d64e94b2dd3e413ceb104d346", | |
| "normalization.npz": "0e753a735df9b9950465cc74e05a604d8ac4b2fdc8c2af2309495d461655b6a9" | |
| }, | |
| "audit": { | |
| "training_scenes": [ | |
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| ], | |
| "reused_scores": true, | |
| "data": { | |
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| "baseline2d/train/seed260740/full.parquet": "177fd4ecb295294f6bf9345d2120cb735583b3339cd2f9aafe52e7f2aab8cf10", | |
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| }, | |
| "score_hashes": { | |
| "outer_seed260740.npy": "48624c6d3962b856cb545333be430ee55b446365780bb5fc71d8af00f74a6c8c", | |
| "outer_seed260741.npy": "d23bf34392712c54115f8be804a10295c1688422091274c925dee1c592b7e1f8", | |
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| "outer_seed260744.npy": "c10fe7e9cd05a4645adaf40497ab1eb304d291fae08b718f99ff849977f9ad32" | |
| }, | |
| "relation": { | |
| "sets": 62798, | |
| "positive_groups": 19339, | |
| "positive_groups_with_top20_positive": 19167, | |
| "positive_top20_coverage": 0.9911060551217746, | |
| "device": "cpu", | |
| "feature_count": 41, | |
| "initial_loss": 0.3529368071888208, | |
| "final_loss": 0.3008830831364127, | |
| "elapsed_seconds": 18.15422061504796, | |
| "peak_gpu_memory_gb": 0.0 | |
| }, | |
| "residuals": { | |
| "train_seeds": [ | |
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| "training_rows": 210593, | |
| "target_audits": { | |
| "frame_delta": { | |
| "training_rmse": 1.371648757868252, | |
| "elapsed_seconds": 1.7457468882203102 | |
| }, | |
| "x_delta": { | |
| "training_rmse": 52.24251812313859, | |
| "elapsed_seconds": 1.2644226402044296 | |
| }, | |
| "y_delta": { | |
| "training_rmse": 84.88047931081547, | |
| "elapsed_seconds": 1.717134122736752 | |
| } | |
| }, | |
| "elapsed_seconds": 4.727360654156655 | |
| } | |
| }, | |
| "sklearn_version": "1.7.1" | |
| } | |