Hugging Face's logo

dima806
/
car_brand_image_detection

Image Classification
Transformers
PyTorch
vit
Inference Endpoints
Model card Files Community
car_brand_image_detection
File size: 2,595 Bytes 
767f539
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "google/vit-base-patch16-224-in21k",
  "architectures": [
    "ViTForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "encoder_stride": 16,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Aston Martin",
    "1": "Mercedes-Benz",
    "2": "Mini",
    "3": "Tesla",
    "4": "GMC",
    "5": "Alfa Romeo",
    "6": "Studebaker",
    "7": "Suzuki",
    "8": "Peugeot",
    "9": "Genesis",
    "10": "BMW",
    "11": "Honda",
    "12": "Chrysler",
    "13": "Mazda",
    "14": "Infiniti",
    "15": "Land Rover",
    "16": "Dodge",
    "17": "Fiat",
    "18": "Maserati",
    "19": "Saab",
    "20": "Nissan",
    "21": "Hudson",
    "22": "Lincoln",
    "23": "Volvo",
    "24": "Mitsubishi",
    "25": "Oldsmobile",
    "26": "Lexus",
    "27": "Buick",
    "28": "Jaguar",
    "29": "Toyota",
    "30": "Volkswagen",
    "31": "Renault",
    "32": "Citroen",
    "33": "Audi",
    "34": "Subaru",
    "35": "Cadillac",
    "36": "Pontiac",
    "37": "Porsche",
    "38": "Daewoo",
    "39": "Bugatti",
    "40": "Jeep",
    "41": "Ram Trucks",
    "42": "Chevrolet",
    "43": "MG",
    "44": "Hyundai",
    "45": "Ferrari",
    "46": "Acura",
    "47": "Kia",
    "48": "Bentley",
    "49": "Ford"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Acura": 46,
    "Alfa Romeo": 5,
    "Aston Martin": 0,
    "Audi": 33,
    "BMW": 10,
    "Bentley": 48,
    "Bugatti": 39,
    "Buick": 27,
    "Cadillac": 35,
    "Chevrolet": 42,
    "Chrysler": 12,
    "Citroen": 32,
    "Daewoo": 38,
    "Dodge": 16,
    "Ferrari": 45,
    "Fiat": 17,
    "Ford": 49,
    "GMC": 4,
    "Genesis": 9,
    "Honda": 11,
    "Hudson": 21,
    "Hyundai": 44,
    "Infiniti": 14,
    "Jaguar": 28,
    "Jeep": 40,
    "Kia": 47,
    "Land Rover": 15,
    "Lexus": 26,
    "Lincoln": 22,
    "MG": 43,
    "Maserati": 18,
    "Mazda": 13,
    "Mercedes-Benz": 1,
    "Mini": 2,
    "Mitsubishi": 24,
    "Nissan": 20,
    "Oldsmobile": 25,
    "Peugeot": 8,
    "Pontiac": 36,
    "Porsche": 37,
    "Ram Trucks": 41,
    "Renault": 31,
    "Saab": 19,
    "Studebaker": 6,
    "Subaru": 34,
    "Suzuki": 7,
    "Tesla": 3,
    "Toyota": 29,
    "Volkswagen": 30,
    "Volvo": 23
  },
  "layer_norm_eps": 1e-12,
  "model_type": "vit",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "patch_size": 16,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.33.0"
}