Datasets:
| { | |
| "dataset": "m2caiSeg", | |
| "description": "m2caiSeg dataset with 19 semantic classes for surgical scene segmentation. Masks are single-channel integer labels (0-18).", | |
| "num_classes": 19, | |
| "class_names": [ | |
| "background", | |
| "grasper", | |
| "bipolar", | |
| "hook", | |
| "scissors", | |
| "clipper", | |
| "irrigator", | |
| "specimen-bag", | |
| "trocars", | |
| "clip", | |
| "liver", | |
| "gall-bladder", | |
| "fat", | |
| "upperwall", | |
| "artery", | |
| "intestine", | |
| "bile", | |
| "blood", | |
| "unknown" | |
| ], | |
| "mask_format": "Single-channel grayscale PNG. Pixel values are class IDs (0-18).", | |
| "class_mapping": { | |
| "0": { | |
| "class_id": 0, | |
| "class_name": "background" | |
| }, | |
| "1": { | |
| "class_id": 1, | |
| "class_name": "grasper" | |
| }, | |
| "2": { | |
| "class_id": 2, | |
| "class_name": "bipolar" | |
| }, | |
| "3": { | |
| "class_id": 3, | |
| "class_name": "hook" | |
| }, | |
| "4": { | |
| "class_id": 4, | |
| "class_name": "scissors" | |
| }, | |
| "5": { | |
| "class_id": 5, | |
| "class_name": "clipper" | |
| }, | |
| "6": { | |
| "class_id": 6, | |
| "class_name": "irrigator" | |
| }, | |
| "7": { | |
| "class_id": 7, | |
| "class_name": "specimen-bag" | |
| }, | |
| "8": { | |
| "class_id": 8, | |
| "class_name": "trocars" | |
| }, | |
| "9": { | |
| "class_id": 9, | |
| "class_name": "clip" | |
| }, | |
| "10": { | |
| "class_id": 10, | |
| "class_name": "liver" | |
| }, | |
| "11": { | |
| "class_id": 11, | |
| "class_name": "gall-bladder" | |
| }, | |
| "12": { | |
| "class_id": 12, | |
| "class_name": "fat" | |
| }, | |
| "13": { | |
| "class_id": 13, | |
| "class_name": "upperwall" | |
| }, | |
| "14": { | |
| "class_id": 14, | |
| "class_name": "artery" | |
| }, | |
| "15": { | |
| "class_id": 15, | |
| "class_name": "intestine" | |
| }, | |
| "16": { | |
| "class_id": 16, | |
| "class_name": "bile" | |
| }, | |
| "17": { | |
| "class_id": 17, | |
| "class_name": "blood" | |
| }, | |
| "18": { | |
| "class_id": 18, | |
| "class_name": "unknown" | |
| } | |
| } | |
| } |