Hugging Face's logo

cvmil
/
dinov2-base_rice-disease-02

Image Classification
Transformers
TensorBoard
Safetensors
dinov2
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
dinov2-base_rice-disease-02
File size: 1,496 Bytes 
9771ce8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_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": "bacterial_leaf_blight",
    "1": "brown_spot",
    "2": "healthy",
    "3": "leaf_blast",
    "4": "leaf_scald",
    "5": "narrow_brown_spot",
    "6": "neck_blast",
    "7": "rice_hispa",
    "8": "sheath_blight",
    "9": "tungro"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "bacterial_leaf_blight": 0,
    "brown_spot": 1,
    "healthy": 2,
    "leaf_blast": 3,
    "leaf_scald": 4,
    "narrow_brown_spot": 5,
    "neck_blast": 6,
    "rice_hispa": 7,
    "sheath_blight": 8,
    "tungro": 9
  },
  "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": "4.46.2",
  "use_swiglu_ffn": false
}