Hugging Face's logo

ManganB
/
dinov2-base-finetuned-oxford

Image Classification
Transformers
TensorBoard
Safetensors
dinov2
Inference Endpoints
Model card Files Metrics Community
dinov2-base-finetuned-oxford
File size: 2,834 Bytes 
10e548d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "facebook/dinov2-base",
  "apply_layernorm": true,
  "architectures": [
    "Dinov2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "abyssinian",
    "1": "american_bulldog",
    "2": "american_pit_bull_terrier",
    "3": "basset_hound",
    "4": "beagle",
    "5": "bengal",
    "6": "birman",
    "7": "bombay",
    "8": "boxer",
    "9": "british_shorthair",
    "10": "chihuahua",
    "11": "egyptian_mau",
    "12": "english_cocker_spaniel",
    "13": "english_setter",
    "14": "german_shorthaired",
    "15": "great_pyrenees",
    "16": "havanese",
    "17": "japanese_chin",
    "18": "keeshond",
    "19": "leonberger",
    "20": "maine_coon",
    "21": "miniature_pinscher",
    "22": "newfoundland",
    "23": "persian",
    "24": "pomeranian",
    "25": "pug",
    "26": "ragdoll",
    "27": "russian_blue",
    "28": "saint_bernard",
    "29": "samoyed",
    "30": "scottish_terrier",
    "31": "shiba_inu",
    "32": "siamese",
    "33": "sphynx",
    "34": "staffordshire_bull_terrier",
    "35": "wheaten_terrier",
    "36": "yorkshire_terrier"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "abyssinian": 0,
    "american_bulldog": 1,
    "american_pit_bull_terrier": 2,
    "basset_hound": 3,
    "beagle": 4,
    "bengal": 5,
    "birman": 6,
    "bombay": 7,
    "boxer": 8,
    "british_shorthair": 9,
    "chihuahua": 10,
    "egyptian_mau": 11,
    "english_cocker_spaniel": 12,
    "english_setter": 13,
    "german_shorthaired": 14,
    "great_pyrenees": 15,
    "havanese": 16,
    "japanese_chin": 17,
    "keeshond": 18,
    "leonberger": 19,
    "maine_coon": 20,
    "miniature_pinscher": 21,
    "newfoundland": 22,
    "persian": 23,
    "pomeranian": 24,
    "pug": 25,
    "ragdoll": 26,
    "russian_blue": 27,
    "saint_bernard": 28,
    "samoyed": 29,
    "scottish_terrier": 30,
    "shiba_inu": 31,
    "siamese": 32,
    "sphynx": 33,
    "staffordshire_bull_terrier": 34,
    "wheaten_terrier": 35,
    "yorkshire_terrier": 36
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage12"
  ],
  "out_indices": [
    12
  ],
  "patch_size": 14,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.40.0",
  "use_swiglu_ffn": false
}