Hugging Face's logo

bombshelll
/
swin-brain-tumor-type-classification

Image Classification
Transformers
Safetensors
swin
Generated from Trainer
Inference Endpoints
Model card Files Community
swin-brain-tumor-type-classification
File size: 1,644 Bytes 
48e4b24
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
 
{
  "_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Astrocitoma",
    "1": "Carcinoma",
    "2": "Ependimoma",
    "3": "Ganglioglioma",
    "4": "Germinoma",
    "5": "Glioblastoma",
    "6": "Granuloma",
    "7": "Meduloblastoma",
    "8": "Meningioma",
    "9": "Neurocitoma",
    "10": "Oligodendroglioma",
    "11": "Papiloma",
    "12": "Schwannoma",
    "13": "Tuberculoma"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Astrocitoma": 0,
    "Carcinoma": 1,
    "Ependimoma": 2,
    "Ganglioglioma": 3,
    "Germinoma": 4,
    "Glioblastoma": 5,
    "Granuloma": 6,
    "Meduloblastoma": 7,
    "Meningioma": 8,
    "Neurocitoma": 9,
    "Oligodendroglioma": 10,
    "Papiloma": 11,
    "Schwannoma": 12,
    "Tuberculoma": 13
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.45.1",
  "use_absolute_embeddings": false,
  "window_size": 7
}