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vit-base-patch16-224-finetuned-brain-tumor-classification

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vit-base-patch16-224-finetuned-brain-tumor-classification
File size: 3,045 Bytes 
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{
  "_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+",
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    "12": "Germinoma T1",
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    "14": "Germinoma T2",
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    "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",
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    "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"
  },
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    "Germinoma T1": 12,
    "Germinoma T1C+": 13,
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    "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,
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    "Neurocitoma T2": 29,
    "Oligodendroglioma T1": 30,
    "Oligodendroglioma T1C+": 31,
    "Oligodendroglioma T2": 32,
    "Papiloma T1": 33,
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    "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"
}