Instructions to use MedMLX/totalsegmentator-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use MedMLX/totalsegmentator-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download MedMLX/totalsegmentator-mlx --local-dir totalsegmentator-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download 297/dataset.json from MedMLX/totalsegmentator-mlx: direct link, hf CLI and curl.
- Browser
- Download file 3.8 kB
-
https://huggingface.co/MedMLX/totalsegmentator-mlx/resolve/main/297/dataset.json
- Command line
-
hf download hf://MedMLX/totalsegmentator-mlx/297/dataset.json
-
curl -L -o dataset.json https://huggingface.co/MedMLX/totalsegmentator-mlx/resolve/main/297/dataset.json
3.8 kB
| { | |
| "name": "Segmentation of X", | |
| "description": "Segmentation", | |
| "reference": "Jakob", | |
| "licence": "-", | |
| "release": "0.0", | |
| "channel_names": { | |
| "0": "CT" | |
| }, | |
| "labels": { | |
| "background": 0, | |
| "spleen": 1, | |
| "kidney_right": 2, | |
| "kidney_left": 3, | |
| "gallbladder": 4, | |
| "liver": 5, | |
| "stomach": 6, | |
| "pancreas": 7, | |
| "adrenal_gland_right": 8, | |
| "adrenal_gland_left": 9, | |
| "lung_upper_lobe_left": 10, | |
| "lung_lower_lobe_left": 11, | |
| "lung_upper_lobe_right": 12, | |
| "lung_middle_lobe_right": 13, | |
| "lung_lower_lobe_right": 14, | |
| "esophagus": 15, | |
| "trachea": 16, | |
| "thyroid_gland": 17, | |
| "small_bowel": 18, | |
| "duodenum": 19, | |
| "colon": 20, | |
| "urinary_bladder": 21, | |
| "prostate": 22, | |
| "kidney_cyst_left": 23, | |
| "kidney_cyst_right": 24, | |
| "sacrum": 25, | |
| "vertebrae_S1": 26, | |
| "vertebrae_L5": 27, | |
| "vertebrae_L4": 28, | |
| "vertebrae_L3": 29, | |
| "vertebrae_L2": 30, | |
| "vertebrae_L1": 31, | |
| "vertebrae_T12": 32, | |
| "vertebrae_T11": 33, | |
| "vertebrae_T10": 34, | |
| "vertebrae_T9": 35, | |
| "vertebrae_T8": 36, | |
| "vertebrae_T7": 37, | |
| "vertebrae_T6": 38, | |
| "vertebrae_T5": 39, | |
| "vertebrae_T4": 40, | |
| "vertebrae_T3": 41, | |
| "vertebrae_T2": 42, | |
| "vertebrae_T1": 43, | |
| "vertebrae_C7": 44, | |
| "vertebrae_C6": 45, | |
| "vertebrae_C5": 46, | |
| "vertebrae_C4": 47, | |
| "vertebrae_C3": 48, | |
| "vertebrae_C2": 49, | |
| "vertebrae_C1": 50, | |
| "heart": 51, | |
| "aorta": 52, | |
| "pulmonary_vein": 53, | |
| "brachiocephalic_trunk": 54, | |
| "subclavian_artery_right": 55, | |
| "subclavian_artery_left": 56, | |
| "common_carotid_artery_right": 57, | |
| "common_carotid_artery_left": 58, | |
| "brachiocephalic_vein_left": 59, | |
| "brachiocephalic_vein_right": 60, | |
| "atrial_appendage_left": 61, | |
| "superior_vena_cava": 62, | |
| "inferior_vena_cava": 63, | |
| "portal_vein_and_splenic_vein": 64, | |
| "iliac_artery_left": 65, | |
| "iliac_artery_right": 66, | |
| "iliac_vena_left": 67, | |
| "iliac_vena_right": 68, | |
| "humerus_left": 69, | |
| "humerus_right": 70, | |
| "scapula_left": 71, | |
| "scapula_right": 72, | |
| "clavicula_left": 73, | |
| "clavicula_right": 74, | |
| "femur_left": 75, | |
| "femur_right": 76, | |
| "hip_left": 77, | |
| "hip_right": 78, | |
| "spinal_cord": 79, | |
| "gluteus_maximus_left": 80, | |
| "gluteus_maximus_right": 81, | |
| "gluteus_medius_left": 82, | |
| "gluteus_medius_right": 83, | |
| "gluteus_minimus_left": 84, | |
| "gluteus_minimus_right": 85, | |
| "autochthon_left": 86, | |
| "autochthon_right": 87, | |
| "iliopsoas_left": 88, | |
| "iliopsoas_right": 89, | |
| "brain": 90, | |
| "skull": 91, | |
| "rib_left_1": 92, | |
| "rib_left_2": 93, | |
| "rib_left_3": 94, | |
| "rib_left_4": 95, | |
| "rib_left_5": 96, | |
| "rib_left_6": 97, | |
| "rib_left_7": 98, | |
| "rib_left_8": 99, | |
| "rib_left_9": 100, | |
| "rib_left_10": 101, | |
| "rib_left_11": 102, | |
| "rib_left_12": 103, | |
| "rib_right_1": 104, | |
| "rib_right_2": 105, | |
| "rib_right_3": 106, | |
| "rib_right_4": 107, | |
| "rib_right_5": 108, | |
| "rib_right_6": 109, | |
| "rib_right_7": 110, | |
| "rib_right_8": 111, | |
| "rib_right_9": 112, | |
| "rib_right_10": 113, | |
| "rib_right_11": 114, | |
| "rib_right_12": 115, | |
| "sternum": 116, | |
| "costal_cartilages": 117 | |
| }, | |
| "numTraining": 1559, | |
| "file_ending": ".nii.gz", | |
| "overwrite_image_reader_writer": "NibabelIOWithReorient" | |
| } |