Hugging Face's logo

Datasets:
tanganke
/
stanford_cars

Tasks:
Image Classification
Modalities:
Image
Formats:
parquet
Languages:
English
Size:
10K - 100K
Libraries:
Datasets
Dask
Dataset card Viewer Files Community
2
tanganke commited on
Commit
5678e39
·
verified ·
1 Parent(s): 269de5d

Delete loading script

Browse files
Files changed (1) hide show
  1. stanford_cars.py +0 -249
stanford_cars.py DELETED
@@ -1,249 +0,0 @@
1
- import datasets
2
- from datasets.data_files import DataFilesDict
3
- from datasets.packaged_modules.imagefolder.imagefolder import ImageFolder, ImageFolderConfig
4
-
5
- logger = datasets.logging.get_logger(__name__)
6
-
7
-
8
- class StanfordCars(ImageFolder):
9
- R"""
10
- StanfordCars dataset for image classification.
11
- """
12
-
13
- BUILDER_CONFIG_CLASS = ImageFolderConfig
14
- BUILDER_CONFIGS = [
15
- ImageFolderConfig(
16
- name="default",
17
- features=("images", "labels"),
18
- data_files=DataFilesDict(
19
- {
20
- split: f"data/{split}.zip"
21
- for split in ["train", "test"]
22
- + ["contrast", "gaussian_noise", "impulse_noise", "jpeg_compression", "motion_blur", "pixelate", "spatter"]
23
- }
24
- ),
25
- )
26
- ]
27
-
28
- classnames = [
29
- "AM General Hummer SUV 2000",
30
- "Acura RL Sedan 2012",
31
- "Acura TL Sedan 2012",
32
- "Acura TL Type-S 2008",
33
- "Acura TSX Sedan 2012",
34
- "Acura Integra Type R 2001",
35
- "Acura ZDX Hatchback 2012",
36
- "Aston Martin V8 Vantage Convertible 2012",
37
- "Aston Martin V8 Vantage Coupe 2012",
38
- "Aston Martin Virage Convertible 2012",
39
- "Aston Martin Virage Coupe 2012",
40
- "Audi RS 4 Convertible 2008",
41
- "Audi A5 Coupe 2012",
42
- "Audi TTS Coupe 2012",
43
- "Audi R8 Coupe 2012",
44
- "Audi V8 Sedan 1994",
45
- "Audi 100 Sedan 1994",
46
- "Audi 100 Wagon 1994",
47
- "Audi TT Hatchback 2011",
48
- "Audi S6 Sedan 2011",
49
- "Audi S5 Convertible 2012",
50
- "Audi S5 Coupe 2012",
51
- "Audi S4 Sedan 2012",
52
- "Audi S4 Sedan 2007",
53
- "Audi TT RS Coupe 2012",
54
- "BMW ActiveHybrid 5 Sedan 2012",
55
- "BMW 1 Series Convertible 2012",
56
- "BMW 1 Series Coupe 2012",
57
- "BMW 3 Series Sedan 2012",
58
- "BMW 3 Series Wagon 2012",
59
- "BMW 6 Series Convertible 2007",
60
- "BMW X5 SUV 2007",
61
- "BMW X6 SUV 2012",
62
- "BMW M3 Coupe 2012",
63
- "BMW M5 Sedan 2010",
64
- "BMW M6 Convertible 2010",
65
- "BMW X3 SUV 2012",
66
- "BMW Z4 Convertible 2012",
67
- "Bentley Continental Supersports Conv. Convertible 2012",
68
- "Bentley Arnage Sedan 2009",
69
- "Bentley Mulsanne Sedan 2011",
70
- "Bentley Continental GT Coupe 2012",
71
- "Bentley Continental GT Coupe 2007",
72
- "Bentley Continental Flying Spur Sedan 2007",
73
- "Bugatti Veyron 16.4 Convertible 2009",
74
- "Bugatti Veyron 16.4 Coupe 2009",
75
- "Buick Regal GS 2012",
76
- "Buick Rainier SUV 2007",
77
- "Buick Verano Sedan 2012",
78
- "Buick Enclave SUV 2012",
79
- "Cadillac CTS-V Sedan 2012",
80
- "Cadillac SRX SUV 2012",
81
- "Cadillac Escalade EXT Crew Cab 2007",
82
- "Chevrolet Silverado 1500 Hybrid Crew Cab 2012",
83
- "Chevrolet Corvette Convertible 2012",
84
- "Chevrolet Corvette ZR1 2012",
85
- "Chevrolet Corvette Ron Fellows Edition Z06 2007",
86
- "Chevrolet Traverse SUV 2012",
87
- "Chevrolet Camaro Convertible 2012",
88
- "Chevrolet HHR SS 2010",
89
- "Chevrolet Impala Sedan 2007",
90
- "Chevrolet Tahoe Hybrid SUV 2012",
91
- "Chevrolet Sonic Sedan 2012",
92
- "Chevrolet Express Cargo Van 2007",
93
- "Chevrolet Avalanche Crew Cab 2012",
94
- "Chevrolet Cobalt SS 2010",
95
- "Chevrolet Malibu Hybrid Sedan 2010",
96
- "Chevrolet TrailBlazer SS 2009",
97
- "Chevrolet Silverado 2500HD Regular Cab 2012",
98
- "Chevrolet Silverado 1500 Classic Extended Cab 2007",
99
- "Chevrolet Express Van 2007",
100
- "Chevrolet Monte Carlo Coupe 2007",
101
- "Chevrolet Malibu Sedan 2007",
102
- "Chevrolet Silverado 1500 Extended Cab 2012",
103
- "Chevrolet Silverado 1500 Regular Cab 2012",
104
- "Chrysler Aspen SUV 2009",
105
- "Chrysler Sebring Convertible 2010",
106
- "Chrysler Town and Country Minivan 2012",
107
- "Chrysler 300 SRT-8 2010",
108
- "Chrysler Crossfire Convertible 2008",
109
- "Chrysler PT Cruiser Convertible 2008",
110
- "Daewoo Nubira Wagon 2002",
111
- "Dodge Caliber Wagon 2012",
112
- "Dodge Caliber Wagon 2007",
113
- "Dodge Caravan Minivan 1997",
114
- "Dodge Ram Pickup 3500 Crew Cab 2010",
115
- "Dodge Ram Pickup 3500 Quad Cab 2009",
116
- "Dodge Sprinter Cargo Van 2009",
117
- "Dodge Journey SUV 2012",
118
- "Dodge Dakota Crew Cab 2010",
119
- "Dodge Dakota Club Cab 2007",
120
- "Dodge Magnum Wagon 2008",
121
- "Dodge Challenger SRT8 2011",
122
- "Dodge Durango SUV 2012",
123
- "Dodge Durango SUV 2007",
124
- "Dodge Charger Sedan 2012",
125
- "Dodge Charger SRT-8 2009",
126
- "Eagle Talon Hatchback 1998",
127
- "FIAT 500 Abarth 2012",
128
- "FIAT 500 Convertible 2012",
129
- "Ferrari FF Coupe 2012",
130
- "Ferrari California Convertible 2012",
131
- "Ferrari 458 Italia Convertible 2012",
132
- "Ferrari 458 Italia Coupe 2012",
133
- "Fisker Karma Sedan 2012",
134
- "Ford F-450 Super Duty Crew Cab 2012",
135
- "Ford Mustang Convertible 2007",
136
- "Ford Freestar Minivan 2007",
137
- "Ford Expedition EL SUV 2009",
138
- "Ford Edge SUV 2012",
139
- "Ford Ranger SuperCab 2011",
140
- "Ford GT Coupe 2006",
141
- "Ford F-150 Regular Cab 2012",
142
- "Ford F-150 Regular Cab 2007",
143
- "Ford Focus Sedan 2007",
144
- "Ford E-Series Wagon Van 2012",
145
- "Ford Fiesta Sedan 2012",
146
- "GMC Terrain SUV 2012",
147
- "GMC Savana Van 2012",
148
- "GMC Yukon Hybrid SUV 2012",
149
- "GMC Acadia SUV 2012",
150
- "GMC Canyon Extended Cab 2012",
151
- "Geo Metro Convertible 1993",
152
- "HUMMER H3T Crew Cab 2010",
153
- "HUMMER H2 SUT Crew Cab 2009",
154
- "Honda Odyssey Minivan 2012",
155
- "Honda Odyssey Minivan 2007",
156
- "Honda Accord Coupe 2012",
157
- "Honda Accord Sedan 2012",
158
- "Hyundai Veloster Hatchback 2012",
159
- "Hyundai Santa Fe SUV 2012",
160
- "Hyundai Tucson SUV 2012",
161
- "Hyundai Veracruz SUV 2012",
162
- "Hyundai Sonata Hybrid Sedan 2012",
163
- "Hyundai Elantra Sedan 2007",
164
- "Hyundai Accent Sedan 2012",
165
- "Hyundai Genesis Sedan 2012",
166
- "Hyundai Sonata Sedan 2012",
167
- "Hyundai Elantra Touring Hatchback 2012",
168
- "Hyundai Azera Sedan 2012",
169
- "Infiniti G Coupe IPL 2012",
170
- "Infiniti QX56 SUV 2011",
171
- "Isuzu Ascender SUV 2008",
172
- "Jaguar XK XKR 2012",
173
- "Jeep Patriot SUV 2012",
174
- "Jeep Wrangler SUV 2012",
175
- "Jeep Liberty SUV 2012",
176
- "Jeep Grand Cherokee SUV 2012",
177
- "Jeep Compass SUV 2012",
178
- "Lamborghini Reventon Coupe 2008",
179
- "Lamborghini Aventador Coupe 2012",
180
- "Lamborghini Gallardo LP 570-4 Superleggera 2012",
181
- "Lamborghini Diablo Coupe 2001",
182
- "Land Rover Range Rover SUV 2012",
183
- "Land Rover LR2 SUV 2012",
184
- "Lincoln Town Car Sedan 2011",
185
- "MINI Cooper Roadster Convertible 2012",
186
- "Maybach Landaulet Convertible 2012",
187
- "Mazda Tribute SUV 2011",
188
- "McLaren MP4-12C Coupe 2012",
189
- "Mercedes-Benz 300-Class Convertible 1993",
190
- "Mercedes-Benz C-Class Sedan 2012",
191
- "Mercedes-Benz SL-Class Coupe 2009",
192
- "Mercedes-Benz E-Class Sedan 2012",
193
- "Mercedes-Benz S-Class Sedan 2012",
194
- "Mercedes-Benz Sprinter Van 2012",
195
- "Mitsubishi Lancer Sedan 2012",
196
- "Nissan Leaf Hatchback 2012",
197
- "Nissan NV Passenger Van 2012",
198
- "Nissan Juke Hatchback 2012",
199
- "Nissan 240SX Coupe 1998",
200
- "Plymouth Neon Coupe 1999",
201
- "Porsche Panamera Sedan 2012",
202
- "Ram C/V Cargo Van Minivan 2012",
203
- "Rolls-Royce Phantom Drophead Coupe Convertible 2012",
204
- "Rolls-Royce Ghost Sedan 2012",
205
- "Rolls-Royce Phantom Sedan 2012",
206
- "Scion xD Hatchback 2012",
207
- "Spyker C8 Convertible 2009",
208
- "Spyker C8 Coupe 2009",
209
- "Suzuki Aerio Sedan 2007",
210
- "Suzuki Kizashi Sedan 2012",
211
- "Suzuki SX4 Hatchback 2012",
212
- "Suzuki SX4 Sedan 2012",
213
- "Tesla Model S Sedan 2012",
214
- "Toyota Sequoia SUV 2012",
215
- "Toyota Camry Sedan 2012",
216
- "Toyota Corolla Sedan 2012",
217
- "Toyota 4Runner SUV 2012",
218
- "Volkswagen Golf Hatchback 2012",
219
- "Volkswagen Golf Hatchback 1991",
220
- "Volkswagen Beetle Hatchback 2012",
221
- "Volvo C30 Hatchback 2012",
222
- "Volvo 240 Sedan 1993",
223
- "Volvo XC90 SUV 2007",
224
- "smart fortwo Convertible 2012",
225
- ]
226
-
227
- clip_templates = [
228
- lambda c: f"a photo of a {c}.",
229
- lambda c: f"a photo of the {c}.",
230
- lambda c: f"a photo of my {c}.",
231
- lambda c: f"i love my {c}!",
232
- lambda c: f"a photo of my dirty {c}.",
233
- lambda c: f"a photo of my clean {c}.",
234
- lambda c: f"a photo of my new {c}.",
235
- lambda c: f"a photo of my old {c}.",
236
- ]
237
-
238
- def _info(self):
239
- return datasets.DatasetInfo(
240
- description="StanfordCars dataset for image classification.",
241
- features=datasets.Features(
242
- {
243
- "image": datasets.Image(),
244
- "label": datasets.ClassLabel(names=self.classnames),
245
- }
246
- ),
247
- supervised_keys=("image", "label"),
248
- task_templates=[datasets.ImageClassification(image_column="image", label_column="label")],
249
- )