|
{ |
|
"_name_or_path": "google/vit-base-patch16-224", |
|
"architectures": [ |
|
"ViTForImageClassification" |
|
], |
|
"attention_probs_dropout_prob": 0.0, |
|
"encoder_stride": 16, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.0, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "Astrocitoma T1", |
|
"1": "Astrocitoma T1C+", |
|
"2": "Astrocitoma T2", |
|
"3": "Carcinoma T1", |
|
"4": "Carcinoma T1C+", |
|
"5": "Carcinoma T2", |
|
"6": "Ependimoma T1", |
|
"7": "Ependimoma T1C+", |
|
"8": "Ependimoma T2", |
|
"9": "Ganglioglioma T1", |
|
"10": "Ganglioglioma T1C+", |
|
"11": "Ganglioglioma T2", |
|
"12": "Germinoma T1", |
|
"13": "Germinoma T1C+", |
|
"14": "Germinoma T2", |
|
"15": "Glioblastoma T1", |
|
"16": "Glioblastoma T1C+", |
|
"17": "Glioblastoma T2", |
|
"18": "Granuloma T1", |
|
"19": "Granuloma T1C+", |
|
"20": "Granuloma T2", |
|
"21": "Meduloblastoma T1", |
|
"22": "Meduloblastoma T1C+", |
|
"23": "Meduloblastoma T2", |
|
"24": "Meningioma T1", |
|
"25": "Meningioma T1C+", |
|
"26": "Meningioma T2", |
|
"27": "Neurocitoma T1", |
|
"28": "Neurocitoma T1C+", |
|
"29": "Neurocitoma T2", |
|
"30": "Oligodendroglioma T1", |
|
"31": "Oligodendroglioma T1C+", |
|
"32": "Oligodendroglioma T2", |
|
"33": "Papiloma T1", |
|
"34": "Papiloma T1C+", |
|
"35": "Papiloma T2", |
|
"36": "Schwannoma T1", |
|
"37": "Schwannoma T1C+", |
|
"38": "Schwannoma T2", |
|
"39": "T1 Tuberculoma", |
|
"40": "T1 _NORMAL", |
|
"41": "T1C+ Tuberculoma", |
|
"42": "T2 Tuberculoma", |
|
"43": "T2 _NORMAL" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"Astrocitoma T1": 0, |
|
"Astrocitoma T1C+": 1, |
|
"Astrocitoma T2": 2, |
|
"Carcinoma T1": 3, |
|
"Carcinoma T1C+": 4, |
|
"Carcinoma T2": 5, |
|
"Ependimoma T1": 6, |
|
"Ependimoma T1C+": 7, |
|
"Ependimoma T2": 8, |
|
"Ganglioglioma T1": 9, |
|
"Ganglioglioma T1C+": 10, |
|
"Ganglioglioma T2": 11, |
|
"Germinoma T1": 12, |
|
"Germinoma T1C+": 13, |
|
"Germinoma T2": 14, |
|
"Glioblastoma T1": 15, |
|
"Glioblastoma T1C+": 16, |
|
"Glioblastoma T2": 17, |
|
"Granuloma T1": 18, |
|
"Granuloma T1C+": 19, |
|
"Granuloma T2": 20, |
|
"Meduloblastoma T1": 21, |
|
"Meduloblastoma T1C+": 22, |
|
"Meduloblastoma T2": 23, |
|
"Meningioma T1": 24, |
|
"Meningioma T1C+": 25, |
|
"Meningioma T2": 26, |
|
"Neurocitoma T1": 27, |
|
"Neurocitoma T1C+": 28, |
|
"Neurocitoma T2": 29, |
|
"Oligodendroglioma T1": 30, |
|
"Oligodendroglioma T1C+": 31, |
|
"Oligodendroglioma T2": 32, |
|
"Papiloma T1": 33, |
|
"Papiloma T1C+": 34, |
|
"Papiloma T2": 35, |
|
"Schwannoma T1": 36, |
|
"Schwannoma T1C+": 37, |
|
"Schwannoma T2": 38, |
|
"T1 Tuberculoma": 39, |
|
"T1 _NORMAL": 40, |
|
"T1C+ Tuberculoma": 41, |
|
"T2 Tuberculoma": 42, |
|
"T2 _NORMAL": 43 |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"model_type": "vit", |
|
"num_attention_heads": 12, |
|
"num_channels": 3, |
|
"num_hidden_layers": 12, |
|
"patch_size": 16, |
|
"problem_type": "single_label_classification", |
|
"qkv_bias": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.42.4" |
|
} |
|
|