Hugging Face's logo

docling-project
/
DocumentFigureClassifier-v2.5

Image Classification
ONNX
Safetensors
efficientnet
document-analysis
figure-classification
Model card Files
xet
 Community
DocumentFigureClassifier-v2.5
File size: 2,522 Bytes
82d5545
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
{
  "architectures": [
    "EfficientNetForImageClassification"
  ],
  "batch_norm_eps": 0.001,
  "batch_norm_momentum": 0.99,
  "depth_coefficient": 1.0,
  "depth_divisor": 8,
  "depthwise_padding": [],
  "drop_connect_rate": 0.2,
  "dropout_rate": 0.2,
  "dtype": "float32",
  "expand_ratios": [
    1,
    6,
    6,
    6,
    6,
    6,
    6
  ],
  "hidden_act": "swish",
  "hidden_dim": 1280,
  "id2label": {
    "0": "logo",
    "1": "photograph",
    "10": "signature",
    "11": "screenshot_from_manual",
    "12": "geographical_map",
    "13": "pie_chart",
    "14": "page_thumbnail",
    "15": "stamp",
    "16": "music",
    "17": "calendar",
    "18": "qr_code",
    "19": "bar_code",
    "2": "icon",
    "20": "full_page_image",
    "21": "scatter_plot",
    "22": "chemistry_structure",
    "23": "topographical_map",
    "24": "crossword_puzzle",
    "25": "box_plot",
    "3": "engineering_drawing",
    "4": "line_chart",
    "5": "bar_chart",
    "6": "other",
    "7": "table",
    "8": "flow_chart",
    "9": "screenshot_from_computer"
  },
  "image_size": 224,
  "in_channels": [
    32,
    16,
    24,
    40,
    80,
    112,
    192
  ],
  "initializer_range": 0.02,
  "kernel_sizes": [
    3,
    3,
    5,
    3,
    5,
    5,
    3
  ],
  "label2id": {
    "bar_chart": "5",
    "bar_code": "19",
    "box_plot": "25",
    "calendar": "17",
    "chemistry_structure": "22",
    "crossword_puzzle": "24",
    "engineering_drawing": "3",
    "flow_chart": "8",
    "full_page_image": "20",
    "geographical_map": "12",
    "icon": "2",
    "line_chart": "4",
    "logo": "0",
    "music": "16",
    "other": "6",
    "page_thumbnail": "14",
    "photograph": "1",
    "pie_chart": "13",
    "qr_code": "18",
    "scatter_plot": "21",
    "screenshot_from_computer": "9",
    "screenshot_from_manual": "11",
    "signature": "10",
    "stamp": "15",
    "table": "7",
    "topographical_map": "23"
  },
  "model_type": "efficientnet",
  "num_block_repeats": [
    1,
    2,
    2,
    3,
    3,
    4,
    1
  ],
  "num_channels": 3,
  "num_hidden_layers": 64,
  "out_channels": [
    16,
    24,
    40,
    80,
    112,
    192,
    320
  ],
  "out_features": null,
  "pooling_type": "mean",
  "squeeze_expansion_ratio": 0.25,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7"
  ],
  "strides": [
    1,
    2,
    2,
    2,
    1,
    2,
    1
  ],
  "transformers_version": "4.57.3",
  "width_coefficient": 1.0
}