Hugging Face's logo

Starmaster7
/
bird_genus_image_classification_model

Image Classification
Transformers
Safetensors
efficientnet
Generated from Trainer
Model card Files
xet
 Community
bird_genus_image_classification_model
File size: 2,401 Bytes
a6ed5e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "architectures": [
    "EfficientNetForImageClassification"
  ],
  "batch_norm_eps": 0.001,
  "batch_norm_momentum": 0.99,
  "depth_coefficient": 1.4,
  "depth_divisor": 8,
  "depthwise_padding": [
    5,
    18
  ],
  "drop_connect_rate": 0.2,
  "dropout_rate": 0.3,
  "dtype": "float32",
  "expand_ratios": [
    1,
    6,
    6,
    6,
    6,
    6,
    6
  ],
  "hidden_act": "swish",
  "hidden_dim": 1536,
  "id2label": {
    "0": "Muscicapidae",
    "1": "Anatidae",
    "2": "Scolopacidae",
    "3": "Strigidae",
    "4": "Rallidae",
    "5": "Paridae",
    "6": "Motacillidae",
    "7": "Accipitridae",
    "8": "Emberizidae",
    "9": "Fringillidae",
    "10": "Picidae",
    "11": "Columbidae",
    "12": "Falconidae",
    "13": "Laridae",
    "14": "Sylviidae",
    "15": "Charadriidae",
    "16": "Passeridae",
    "17": "Hirundinidae",
    "18": "Acrocephalidae",
    "19": "Alaudidae",
    "20": "Phylloscopidae",
    "21": "Turdidae",
    "22": "Corvidae",
    "23": "Phasianidae",
    "24": "Laniidae",
    "25": "Ardeidae",
    "26": "Phalacrocoracidae"
  },
  "image_size": 300,
  "in_channels": [
    32,
    16,
    24,
    40,
    80,
    112,
    192
  ],
  "initializer_range": 0.02,
  "kernel_sizes": [
    3,
    3,
    5,
    3,
    5,
    5,
    3
  ],
  "label2id": {
    "Accipitridae": 7,
    "Acrocephalidae": 18,
    "Alaudidae": 19,
    "Anatidae": 1,
    "Ardeidae": 25,
    "Charadriidae": 15,
    "Columbidae": 11,
    "Corvidae": 22,
    "Emberizidae": 8,
    "Falconidae": 12,
    "Fringillidae": 9,
    "Hirundinidae": 17,
    "Laniidae": 24,
    "Laridae": 13,
    "Motacillidae": 6,
    "Muscicapidae": 0,
    "Paridae": 5,
    "Passeridae": 16,
    "Phalacrocoracidae": 26,
    "Phasianidae": 23,
    "Phylloscopidae": 20,
    "Picidae": 10,
    "Rallidae": 4,
    "Scolopacidae": 2,
    "Strigidae": 3,
    "Sylviidae": 14,
    "Turdidae": 21
  },
  "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
  ],
  "pooling_type": "mean",
  "problem_type": "single_label_classification",
  "squeeze_expansion_ratio": 0.25,
  "strides": [
    1,
    2,
    2,
    2,
    1,
    2,
    1
  ],
  "transformers_version": "5.13.1",
  "use_cache": false,
  "width_coefficient": 1.2
}