File size: 743 Bytes
303959d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | {
"architectures": ["HybridCNNViT"],
"model_type": "hybrid-cnn-vit",
"task": "image-classification",
"num_classes": 4,
"class_names": ["glioma", "meningioma", "no_tumor", "pituitary"],
"id2label": {
"0": "glioma",
"1": "meningioma",
"2": "no_tumor",
"3": "pituitary"
},
"label2id": {
"glioma": 0,
"meningioma": 1,
"no_tumor": 2,
"pituitary": 3
},
"cnn_backbone": "resnet50",
"cnn_pretrained": false,
"vit_embed_dim": 512,
"vit_depth": 6,
"vit_num_heads": 8,
"vit_mlp_ratio": 4.0,
"use_radiomics": true,
"radiomics_dim": 128,
"fusion_type": "concat",
"image_size": 224,
"dropout": 0.3,
"normalize_mean": [0.485, 0.456, 0.406],
"normalize_std": [0.229, 0.224, 0.225]
}
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