Hugging Face's logo

EphronM
/
layoutlmv3-finetuned-passport

Token Classification
Safetensors
English
layoutlmv3
Generated from Trainer
Model card Files Community
layoutlmv3-finetuned-passport
File size: 1,567 Bytes 
1cdefc3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "microsoft/layoutlmv3-base",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 128,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "others",
    "1": "type",
    "2": "code",
    "3": "passport_no",
    "4": "surname",
    "5": "given_name",
    "6": "nationality",
    "7": "data_of_birth",
    "8": "place_of_birth",
    "9": "data_of_issue",
    "10": "sex",
    "11": "mrz"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "code": 2,
    "data_of_birth": 7,
    "data_of_issue": 9,
    "given_name": 5,
    "mrz": 11,
    "nationality": 6,
    "others": 0,
    "passport_no": 3,
    "place_of_birth": 8,
    "sex": 10,
    "surname": 4,
    "type": 1
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 128,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.44.0.dev0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}