Hugging Face's logo

Raidenv
/
swin-tiny-patch4-window7-224-finetuned-bootcamp

Image Classification
Transformers
TensorBoard
Safetensors
swin
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
swin-tiny-patch4-window7-224-finetuned-bootcamp
File size: 6,802 Bytes 
46545a6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
 
{
  "_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": "corrugation",
    "1": "corrugation flaking_multiple squat",
    "2": "corrugation spalling",
    "3": "crack",
    "4": "crack flaking spalling",
    "5": "crack flaking spalling_multiple",
    "6": "crack flaking spalling_multiple squat",
    "7": "crack flaking_multiple",
    "8": "crack flaking_multiple spalling squat",
    "9": "crack flaking_multiple spalling_multiple",
    "10": "crack flaking_multiple spalling_multiple squat",
    "11": "crack flaking_multiple spalling_multiple squat_multiple",
    "12": "crack flaking_multiple squat",
    "13": "crack spalling",
    "14": "crack spalling squat",
    "15": "crack spalling_multiple",
    "16": "crack spalling_multiple squat",
    "17": "crack spalling_multiple squat_multiple",
    "18": "crack squat",
    "19": "crack_multiple",
    "20": "crack_multiple flaking spalling squat",
    "21": "crack_multiple flaking spalling squat_multiple",
    "22": "crack_multiple flaking spalling_multiple",
    "23": "crack_multiple flaking spalling_multiple squat",
    "24": "crack_multiple flaking spalling_multiple squat_multiple",
    "25": "crack_multiple flaking_multiple",
    "26": "crack_multiple flaking_multiple spalling",
    "27": "crack_multiple flaking_multiple spalling squat",
    "28": "crack_multiple flaking_multiple spalling squat_multiple",
    "29": "crack_multiple flaking_multiple spalling_multiple",
    "30": "crack_multiple flaking_multiple spalling_multiple squat",
    "31": "crack_multiple flaking_multiple spalling_multiple squat_multiple",
    "32": "crack_multiple flaking_multiple squat",
    "33": "crack_multiple spalling",
    "34": "crack_multiple spalling squat",
    "35": "crack_multiple spalling squat_multiple",
    "36": "crack_multiple spalling_multiple",
    "37": "crack_multiple spalling_multiple squat",
    "38": "crack_multiple spalling_multiple squat_multiple",
    "39": "crack_multiple squat",
    "40": "crack_multiple squat_multiple",
    "41": "empty",
    "42": "flaking",
    "43": "flaking putus spalling_multiple",
    "44": "flaking spalling",
    "45": "flaking spalling squat",
    "46": "flaking spalling_multiple",
    "47": "flaking spalling_multiple squat",
    "48": "flaking squat",
    "49": "flaking squat_multiple",
    "50": "flaking_multiple",
    "51": "flaking_multiple spalling",
    "52": "flaking_multiple spalling squat",
    "53": "flaking_multiple spalling squat_multiple",
    "54": "flaking_multiple spalling_multiple",
    "55": "flaking_multiple spalling_multiple squat",
    "56": "flaking_multiple spalling_multiple squat_multiple",
    "57": "flaking_multiple squat",
    "58": "flaking_multiple squat_multiple",
    "59": "putus",
    "60": "putus spalling_multiple",
    "61": "spalling",
    "62": "spalling squat",
    "63": "spalling squat_multiple",
    "64": "spalling_multiple",
    "65": "spalling_multiple squat",
    "66": "spalling_multiple squat_multiple",
    "67": "squat",
    "68": "squat_multiple"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "corrugation": 0,
    "corrugation flaking_multiple squat": 1,
    "corrugation spalling": 2,
    "crack": 3,
    "crack flaking spalling": 4,
    "crack flaking spalling_multiple": 5,
    "crack flaking spalling_multiple squat": 6,
    "crack flaking_multiple": 7,
    "crack flaking_multiple spalling squat": 8,
    "crack flaking_multiple spalling_multiple": 9,
    "crack flaking_multiple spalling_multiple squat": 10,
    "crack flaking_multiple spalling_multiple squat_multiple": 11,
    "crack flaking_multiple squat": 12,
    "crack spalling": 13,
    "crack spalling squat": 14,
    "crack spalling_multiple": 15,
    "crack spalling_multiple squat": 16,
    "crack spalling_multiple squat_multiple": 17,
    "crack squat": 18,
    "crack_multiple": 19,
    "crack_multiple flaking spalling squat": 20,
    "crack_multiple flaking spalling squat_multiple": 21,
    "crack_multiple flaking spalling_multiple": 22,
    "crack_multiple flaking spalling_multiple squat": 23,
    "crack_multiple flaking spalling_multiple squat_multiple": 24,
    "crack_multiple flaking_multiple": 25,
    "crack_multiple flaking_multiple spalling": 26,
    "crack_multiple flaking_multiple spalling squat": 27,
    "crack_multiple flaking_multiple spalling squat_multiple": 28,
    "crack_multiple flaking_multiple spalling_multiple": 29,
    "crack_multiple flaking_multiple spalling_multiple squat": 30,
    "crack_multiple flaking_multiple spalling_multiple squat_multiple": 31,
    "crack_multiple flaking_multiple squat": 32,
    "crack_multiple spalling": 33,
    "crack_multiple spalling squat": 34,
    "crack_multiple spalling squat_multiple": 35,
    "crack_multiple spalling_multiple": 36,
    "crack_multiple spalling_multiple squat": 37,
    "crack_multiple spalling_multiple squat_multiple": 38,
    "crack_multiple squat": 39,
    "crack_multiple squat_multiple": 40,
    "empty": 41,
    "flaking": 42,
    "flaking putus spalling_multiple": 43,
    "flaking spalling": 44,
    "flaking spalling squat": 45,
    "flaking spalling_multiple": 46,
    "flaking spalling_multiple squat": 47,
    "flaking squat": 48,
    "flaking squat_multiple": 49,
    "flaking_multiple": 50,
    "flaking_multiple spalling": 51,
    "flaking_multiple spalling squat": 52,
    "flaking_multiple spalling squat_multiple": 53,
    "flaking_multiple spalling_multiple": 54,
    "flaking_multiple spalling_multiple squat": 55,
    "flaking_multiple spalling_multiple squat_multiple": 56,
    "flaking_multiple squat": 57,
    "flaking_multiple squat_multiple": 58,
    "putus": 59,
    "putus spalling_multiple": 60,
    "spalling": 61,
    "spalling squat": 62,
    "spalling squat_multiple": 63,
    "spalling_multiple": 64,
    "spalling_multiple squat": 65,
    "spalling_multiple squat_multiple": 66,
    "squat": 67,
    "squat_multiple": 68
  },
  "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": "4.42.4",
  "use_absolute_embeddings": false,
  "window_size": 7
}