Hugging Face's logo

lombardata
/
DinoVdeau-large-2024_04_03-with_data_aug_batch-size32_epochs150_freeze

Transformers
TensorBoard
Safetensors
English
dinov2
multilabel-image-classification
multilabel
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
DinoVdeau-large-2024_04_03-with_data_aug_batch-size32_epochs150_freeze
File size: 2,916 Bytes 
9ea4eca
8b18d26
9ea4eca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "lombardata/DinoVdeau-large-2024_04_03-with_data_aug_batch-size32_epochs150_freeze",
  "apply_layernorm": true,
  "architectures": [
    "NewheadDinov2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "id2label": {
    "0": "Acropore_branched",
    "1": "Acropore_digitised",
    "2": "Acropore_sub_massive",
    "3": "Acropore_tabular",
    "4": "Algae_assembly",
    "5": "Algae_drawn_up",
    "6": "Algae_limestone",
    "7": "Algae_sodding",
    "8": "Atra/Leucospilota",
    "9": "Bleached_coral",
    "10": "Blurred",
    "11": "Dead_coral",
    "12": "Fish",
    "13": "Homo_sapiens",
    "14": "Human_object",
    "15": "Living_coral",
    "16": "Millepore",
    "17": "No_acropore_encrusting",
    "18": "No_acropore_foliaceous",
    "19": "No_acropore_massive",
    "20": "No_acropore_solitary",
    "21": "No_acropore_sub_massive",
    "22": "Rock",
    "23": "Sand",
    "24": "Scrap",
    "25": "Sea_cucumber",
    "26": "Sea_urchins",
    "27": "Sponge",
    "28": "Syringodium_isoetifolium",
    "29": "Thalassodendron_ciliatum",
    "30": "Useless"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "Acropore_branched": 0,
    "Acropore_digitised": 1,
    "Acropore_sub_massive": 2,
    "Acropore_tabular": 3,
    "Algae_assembly": 4,
    "Algae_drawn_up": 5,
    "Algae_limestone": 6,
    "Algae_sodding": 7,
    "Atra/Leucospilota": 8,
    "Bleached_coral": 9,
    "Blurred": 10,
    "Dead_coral": 11,
    "Fish": 12,
    "Homo_sapiens": 13,
    "Human_object": 14,
    "Living_coral": 15,
    "Millepore": 16,
    "No_acropore_encrusting": 17,
    "No_acropore_foliaceous": 18,
    "No_acropore_massive": 19,
    "No_acropore_solitary": 20,
    "No_acropore_sub_massive": 21,
    "Rock": 22,
    "Sand": 23,
    "Scrap": 24,
    "Sea_cucumber": 25,
    "Sea_urchins": 26,
    "Sponge": 27,
    "Syringodium_isoetifolium": 28,
    "Thalassodendron_ciliatum": 29,
    "Useless": 30
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 16,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "out_features": [
    "stage24"
  ],
  "out_indices": [
    24
  ],
  "patch_size": 14,
  "problem_type": "multi_label_classification",
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12",
    "stage13",
    "stage14",
    "stage15",
    "stage16",
    "stage17",
    "stage18",
    "stage19",
    "stage20",
    "stage21",
    "stage22",
    "stage23",
    "stage24"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.36.2",
  "use_swiglu_ffn": false
}