Hugging Face's logo

tanganke
/
convnext-base-224_dtd_sgd_batch-size-64_lr-0.01_steps-4000

Image Classification
Transformers
TensorBoard
Safetensors
convnext
fusion-bench
Merge
Model card Files
xet
 Metrics Community
convnext-base-224_dtd_sgd_batch-size-64_lr-0.01_steps-4000
File size: 2,575 Bytes
5b7ffc0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "architectures": [
    "ConvNextForImageClassification"
  ],
  "depths": [
    3,
    3,
    27,
    3
  ],
  "drop_path_rate": 0.0,
  "dtype": "float32",
  "hidden_act": "gelu",
  "hidden_sizes": [
    128,
    256,
    512,
    1024
  ],
  "id2label": {
    "0": "banded",
    "1": "blotchy",
    "2": "braided",
    "3": "bubbly",
    "4": "bumpy",
    "5": "chequered",
    "6": "cobwebbed",
    "7": "cracked",
    "8": "crosshatched",
    "9": "crystalline",
    "10": "dotted",
    "11": "fibrous",
    "12": "flecked",
    "13": "freckled",
    "14": "frilly",
    "15": "gauzy",
    "16": "grid",
    "17": "grooved",
    "18": "honeycombed",
    "19": "interlaced",
    "20": "knitted",
    "21": "lacelike",
    "22": "lined",
    "23": "marbled",
    "24": "matted",
    "25": "meshed",
    "26": "paisley",
    "27": "perforated",
    "28": "pitted",
    "29": "pleated",
    "30": "polka-dotted",
    "31": "porous",
    "32": "potholed",
    "33": "scaly",
    "34": "smeared",
    "35": "spiralled",
    "36": "sprinkled",
    "37": "stained",
    "38": "stratified",
    "39": "striped",
    "40": "studded",
    "41": "swirly",
    "42": "veined",
    "43": "waffled",
    "44": "woven",
    "45": "wrinkled",
    "46": "zigzagged"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "banded": 0,
    "blotchy": 1,
    "braided": 2,
    "bubbly": 3,
    "bumpy": 4,
    "chequered": 5,
    "cobwebbed": 6,
    "cracked": 7,
    "crosshatched": 8,
    "crystalline": 9,
    "dotted": 10,
    "fibrous": 11,
    "flecked": 12,
    "freckled": 13,
    "frilly": 14,
    "gauzy": 15,
    "grid": 16,
    "grooved": 17,
    "honeycombed": 18,
    "interlaced": 19,
    "knitted": 20,
    "lacelike": 21,
    "lined": 22,
    "marbled": 23,
    "matted": 24,
    "meshed": 25,
    "paisley": 26,
    "perforated": 27,
    "pitted": 28,
    "pleated": 29,
    "polka-dotted": 30,
    "porous": 31,
    "potholed": 32,
    "scaly": 33,
    "smeared": 34,
    "spiralled": 35,
    "sprinkled": 36,
    "stained": 37,
    "stratified": 38,
    "striped": 39,
    "studded": 40,
    "swirly": 41,
    "veined": 42,
    "waffled": 43,
    "woven": 44,
    "wrinkled": 45,
    "zigzagged": 46
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 1e-06,
  "model_type": "convnext",
  "num_channels": 3,
  "num_stages": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "transformers_version": "4.57.3"
}