Download weights/atlas_cs15_classes.json from senku111/3d-module: direct link, hf CLI and curl.
- Browser
- Download file 2.68 kB
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https://huggingface.co/datasets/senku111/3d-module/resolve/main/weights/atlas_cs15_classes.json
- Command line
-
hf download hf://datasets/senku111/3d-module/weights/atlas_cs15_classes.json
-
curl -L -o atlas_cs15_classes.json https://huggingface.co/datasets/senku111/3d-module/resolve/main/weights/atlas_cs15_classes.json
2.68 kB
| { | |
| "dataset_id": 1, | |
| "dataset_name": "Dataset001_AtlasCS15", | |
| "trainer": "nnUNetTrainer_250epochs", | |
| "config": "2d", | |
| "fold": "0", | |
| "classes": { | |
| "Liver": 1, | |
| "Pancreas": 2, | |
| "Small_intestine": 3, | |
| "Pericardioperitoneal_canals": 4, | |
| "Oral_cavity_and_pharynx": 5, | |
| "Esophagus": 6, | |
| "Stomach": 7, | |
| "Caecum_appendix": 8, | |
| "Colon_and_sigmoid": 9, | |
| "Cushion_tissue": 10, | |
| "Surrounding_mesenchyme_and_mesentery": 11, | |
| "Skeleton": 12, | |
| "Somites": 13, | |
| "Outflow_tract_lumen": 14, | |
| "Epicardium": 15 | |
| }, | |
| "atlas_specimen": "CS15-3512", | |
| "split": { | |
| "seed": 45, | |
| "block_size": 4, | |
| "test_fraction": 0.15, | |
| "n_trainval_slices": 555, | |
| "n_test_slices": 96 | |
| }, | |
| "holdout_test_metrics": { | |
| "Liver": { | |
| "mean_dice": 0.1858463674617916, | |
| "mean_iou": 0.1258899669373631, | |
| "n_slices": 8 | |
| }, | |
| "Pancreas": { | |
| "mean_dice": 0.34308646395591946, | |
| "mean_iou": 0.27470983835833246, | |
| "n_slices": 12 | |
| }, | |
| "Small_intestine": { | |
| "mean_dice": 0.4145717173976936, | |
| "mean_iou": 0.299231284636282, | |
| "n_slices": 4 | |
| }, | |
| "Pericardioperitoneal_canals": { | |
| "mean_dice": 0.954414282730867, | |
| "mean_iou": 0.9196545877928176, | |
| "n_slices": 96 | |
| }, | |
| "Oral_cavity_and_pharynx": { | |
| "mean_dice": 0.897073888976941, | |
| "mean_iou": 0.8260587731283072, | |
| "n_slices": 20 | |
| }, | |
| "Esophagus": { | |
| "mean_dice": 0.8083660163061438, | |
| "mean_iou": 0.7774567419914858, | |
| "n_slices": 19 | |
| }, | |
| "Stomach": { | |
| "mean_dice": 0.7899487797282029, | |
| "mean_iou": 0.6764966761143961, | |
| "n_slices": 22 | |
| }, | |
| "Caecum_appendix": { | |
| "mean_dice": 0.6436903873782477, | |
| "mean_iou": 0.5408384243447281, | |
| "n_slices": 5 | |
| }, | |
| "Colon_and_sigmoid": { | |
| "mean_dice": 0.7957586589834238, | |
| "mean_iou": 0.6766929172664408, | |
| "n_slices": 80 | |
| }, | |
| "Cushion_tissue": { | |
| "mean_dice": 0.7534224477264507, | |
| "mean_iou": 0.7126018832837278, | |
| "n_slices": 20 | |
| }, | |
| "Surrounding_mesenchyme_and_mesentery": { | |
| "mean_dice": 0.9655005353006212, | |
| "mean_iou": 0.9335683067347463, | |
| "n_slices": 24 | |
| }, | |
| "Skeleton": { | |
| "mean_dice": 0.6835041750712231, | |
| "mean_iou": 0.6312518907610637, | |
| "n_slices": 4 | |
| }, | |
| "Somites": { | |
| "mean_dice": 0.7317400343191647, | |
| "mean_iou": 0.6296049809272386, | |
| "n_slices": 8 | |
| }, | |
| "Outflow_tract_lumen": { | |
| "mean_dice": 0.896138526560821, | |
| "mean_iou": 0.8178772269046752, | |
| "n_slices": 8 | |
| }, | |
| "Epicardium": { | |
| "mean_dice": 0.756635635916873, | |
| "mean_iou": 0.7178958989862833, | |
| "n_slices": 10 | |
| } | |
| } | |
| } |