| { |
| "model_type": "hne2cell", |
| "architecture": "CellViT", |
| "task": "image-segmentation", |
| "description": "H&E whole-slide image cell detection and classification (16 cell types).", |
| "weights_file": "HNE2cell_pub_patch73_jit.pt", |
| "weights_format": "torchscript", |
| "framework": "pytorch", |
| "input_size": [256, 256], |
| "input_channels": 3, |
| "recommended_magnification": 40, |
| "supported_magnifications": [40, 20], |
| "patch_overlap": 64, |
| "num_classes": 16, |
| "id2label": { |
| "0": "Background", |
| "1": "Malignant", |
| "2": "CD4 T", |
| "3": "CD8 T", |
| "4": "B", |
| "5": "Plasma", |
| "6": "Macrophage", |
| "7": "Myeloid", |
| "8": "DC", |
| "9": "Fibroblast", |
| "10": "Endothelial", |
| "11": "Pericyte", |
| "12": "Epithelial", |
| "13": "Immune_Other", |
| "14": "Stromal_Other", |
| "15": "Dead" |
| }, |
| "label2id": { |
| "Background": 0, |
| "Malignant": 1, |
| "CD4 T": 2, |
| "CD8 T": 3, |
| "B": 4, |
| "Plasma": 5, |
| "Macrophage": 6, |
| "Myeloid": 7, |
| "DC": 8, |
| "Fibroblast": 9, |
| "Endothelial": 10, |
| "Pericyte": 11, |
| "Epithelial": 12, |
| "Immune_Other": 13, |
| "Stromal_Other": 14, |
| "Dead": 15 |
| }, |
| "normalization": "reinhard_lab", |
| "normalization_reference": "standard-ilc.tif", |
| "license": "cc-by-nc-4.0", |
| "_name_or_path": "roobee79/HNE2Cell" |
| } |
|
|
