Hugging Face's logo

MITLL
/
LADI-v2-classifier-large

Image Classification
Transformers
Safetensors
swinv2
LADI
Aerial Imagery
Disaster Response
Emergency Management
Inference Endpoints
Model card Files Community
LADI-v2-classifier-large
File size: 1,720 Bytes 
1d24ba1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "../models/LADI-v2-classifier-large",
  "architectures": [
    "Swinv2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    18,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 192,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1536,
  "id2label": {
    "0": "bridges_any",
    "1": "buildings_any",
    "2": "buildings_affected_or_greater",
    "3": "buildings_minor_or_greater",
    "4": "debris_any",
    "5": "flooding_any",
    "6": "flooding_structures",
    "7": "roads_any",
    "8": "roads_damage",
    "9": "trees_any",
    "10": "trees_damage",
    "11": "water_any"
  },
  "image_size": 256,
  "initializer_range": 0.02,
  "label2id": {
    "bridges_any": "0",
    "buildings_affected_or_greater": "2",
    "buildings_any": "1",
    "buildings_minor_or_greater": "3",
    "debris_any": "4",
    "flooding_any": "5",
    "flooding_structures": "6",
    "roads_any": "7",
    "roads_damage": "8",
    "trees_any": "9",
    "trees_damage": "10",
    "water_any": "11"
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swinv2",
  "num_channels": 3,
  "num_heads": [
    6,
    12,
    24,
    48
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "pretrained_window_sizes": [
    12,
    12,
    12,
    6
  ],
  "problem_type": "multi_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "use_absolute_embeddings": false,
  "window_size": 16
}