Spaces:
Sleeping
Sleeping
javad-rezaie
commited on
Commit
•
ad8de20
1
Parent(s):
5c59f34
Pytoch model and config added.
Browse files- efficientnetv2_b0_config.py +1034 -0
- epoch_30.pth +3 -0
efficientnetv2_b0_config.py
ADDED
@@ -0,0 +1,1034 @@
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1 |
+
IMAGENET_CATEGORIES = [
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2 |
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'AM General Hummer SUV 2000',
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3 |
+
'Acura RL Sedan 2012',
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4 |
+
'Acura TL Sedan 2012',
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5 |
+
'Acura TL Type-S 2008',
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6 |
+
'Acura TSX Sedan 2012',
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7 |
+
'Acura Integra Type R 2001',
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8 |
+
'Acura ZDX Hatchback 2012',
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9 |
+
'Aston Martin V8 Vantage Convertible 2012',
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10 |
+
'Aston Martin V8 Vantage Coupe 2012',
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11 |
+
'Aston Martin Virage Convertible 2012',
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12 |
+
'Aston Martin Virage Coupe 2012',
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13 |
+
'Audi RS 4 Convertible 2008',
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14 |
+
'Audi A5 Coupe 2012',
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15 |
+
'Audi TTS Coupe 2012',
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16 |
+
'Audi R8 Coupe 2012',
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17 |
+
'Audi V8 Sedan 1994',
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18 |
+
'Audi 100 Sedan 1994',
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19 |
+
'Audi 100 Wagon 1994',
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20 |
+
'Audi TT Hatchback 2011',
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21 |
+
'Audi S6 Sedan 2011',
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22 |
+
'Audi S5 Convertible 2012',
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23 |
+
'Audi S5 Coupe 2012',
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24 |
+
'Audi S4 Sedan 2012',
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25 |
+
'Audi S4 Sedan 2007',
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26 |
+
'Audi TT RS Coupe 2012',
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27 |
+
'BMW ActiveHybrid 5 Sedan 2012',
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28 |
+
'BMW 1 Series Convertible 2012',
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29 |
+
'BMW 1 Series Coupe 2012',
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30 |
+
'BMW 3 Series Sedan 2012',
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31 |
+
'BMW 3 Series Wagon 2012',
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32 |
+
'BMW 6 Series Convertible 2007',
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33 |
+
'BMW X5 SUV 2007',
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34 |
+
'BMW X6 SUV 2012',
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35 |
+
'BMW M3 Coupe 2012',
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36 |
+
'BMW M5 Sedan 2010',
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37 |
+
'BMW M6 Convertible 2010',
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38 |
+
'BMW X3 SUV 2012',
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39 |
+
'BMW Z4 Convertible 2012',
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40 |
+
'Bentley Continental Supersports Conv. Convertible 2012',
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41 |
+
'Bentley Arnage Sedan 2009',
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42 |
+
'Bentley Mulsanne Sedan 2011',
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43 |
+
'Bentley Continental GT Coupe 2012',
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44 |
+
'Bentley Continental GT Coupe 2007',
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45 |
+
'Bentley Continental Flying Spur Sedan 2007',
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46 |
+
'Bugatti Veyron 16.4 Convertible 2009',
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47 |
+
'Bugatti Veyron 16.4 Coupe 2009',
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48 |
+
'Buick Regal GS 2012',
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49 |
+
'Buick Rainier SUV 2007',
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50 |
+
'Buick Verano Sedan 2012',
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51 |
+
'Buick Enclave SUV 2012',
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52 |
+
'Cadillac CTS-V Sedan 2012',
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53 |
+
'Cadillac SRX SUV 2012',
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54 |
+
'Cadillac Escalade EXT Crew Cab 2007',
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55 |
+
'Chevrolet Silverado 1500 Hybrid Crew Cab 2012',
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56 |
+
'Chevrolet Corvette Convertible 2012',
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57 |
+
'Chevrolet Corvette ZR1 2012',
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58 |
+
'Chevrolet Corvette Ron Fellows Edition Z06 2007',
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59 |
+
'Chevrolet Traverse SUV 2012',
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60 |
+
'Chevrolet Camaro Convertible 2012',
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61 |
+
'Chevrolet HHR SS 2010',
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62 |
+
'Chevrolet Impala Sedan 2007',
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63 |
+
'Chevrolet Tahoe Hybrid SUV 2012',
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64 |
+
'Chevrolet Sonic Sedan 2012',
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65 |
+
'Chevrolet Express Cargo Van 2007',
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66 |
+
'Chevrolet Avalanche Crew Cab 2012',
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67 |
+
'Chevrolet Cobalt SS 2010',
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68 |
+
'Chevrolet Malibu Hybrid Sedan 2010',
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69 |
+
'Chevrolet TrailBlazer SS 2009',
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70 |
+
'Chevrolet Silverado 2500HD Regular Cab 2012',
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71 |
+
'Chevrolet Silverado 1500 Classic Extended Cab 2007',
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72 |
+
'Chevrolet Express Van 2007',
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73 |
+
'Chevrolet Monte Carlo Coupe 2007',
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74 |
+
'Chevrolet Malibu Sedan 2007',
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75 |
+
'Chevrolet Silverado 1500 Extended Cab 2012',
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76 |
+
'Chevrolet Silverado 1500 Regular Cab 2012',
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77 |
+
'Chrysler Aspen SUV 2009',
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78 |
+
'Chrysler Sebring Convertible 2010',
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79 |
+
'Chrysler Town and Country Minivan 2012',
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80 |
+
'Chrysler 300 SRT-8 2010',
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81 |
+
'Chrysler Crossfire Convertible 2008',
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82 |
+
'Chrysler PT Cruiser Convertible 2008',
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83 |
+
'Daewoo Nubira Wagon 2002',
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84 |
+
'Dodge Caliber Wagon 2012',
|
85 |
+
'Dodge Caliber Wagon 2007',
|
86 |
+
'Dodge Caravan Minivan 1997',
|
87 |
+
'Dodge Ram Pickup 3500 Crew Cab 2010',
|
88 |
+
'Dodge Ram Pickup 3500 Quad Cab 2009',
|
89 |
+
'Dodge Sprinter Cargo Van 2009',
|
90 |
+
'Dodge Journey SUV 2012',
|
91 |
+
'Dodge Dakota Crew Cab 2010',
|
92 |
+
'Dodge Dakota Club Cab 2007',
|
93 |
+
'Dodge Magnum Wagon 2008',
|
94 |
+
'Dodge Challenger SRT8 2011',
|
95 |
+
'Dodge Durango SUV 2012',
|
96 |
+
'Dodge Durango SUV 2007',
|
97 |
+
'Dodge Charger Sedan 2012',
|
98 |
+
'Dodge Charger SRT-8 2009',
|
99 |
+
'Eagle Talon Hatchback 1998',
|
100 |
+
'FIAT 500 Abarth 2012',
|
101 |
+
'FIAT 500 Convertible 2012',
|
102 |
+
'Ferrari FF Coupe 2012',
|
103 |
+
'Ferrari California Convertible 2012',
|
104 |
+
'Ferrari 458 Italia Convertible 2012',
|
105 |
+
'Ferrari 458 Italia Coupe 2012',
|
106 |
+
'Fisker Karma Sedan 2012',
|
107 |
+
'Ford F-450 Super Duty Crew Cab 2012',
|
108 |
+
'Ford Mustang Convertible 2007',
|
109 |
+
'Ford Freestar Minivan 2007',
|
110 |
+
'Ford Expedition EL SUV 2009',
|
111 |
+
'Ford Edge SUV 2012',
|
112 |
+
'Ford Ranger SuperCab 2011',
|
113 |
+
'Ford GT Coupe 2006',
|
114 |
+
'Ford F-150 Regular Cab 2012',
|
115 |
+
'Ford F-150 Regular Cab 2007',
|
116 |
+
'Ford Focus Sedan 2007',
|
117 |
+
'Ford E-Series Wagon Van 2012',
|
118 |
+
'Ford Fiesta Sedan 2012',
|
119 |
+
'GMC Terrain SUV 2012',
|
120 |
+
'GMC Savana Van 2012',
|
121 |
+
'GMC Yukon Hybrid SUV 2012',
|
122 |
+
'GMC Acadia SUV 2012',
|
123 |
+
'GMC Canyon Extended Cab 2012',
|
124 |
+
'Geo Metro Convertible 1993',
|
125 |
+
'HUMMER H3T Crew Cab 2010',
|
126 |
+
'HUMMER H2 SUT Crew Cab 2009',
|
127 |
+
'Honda Odyssey Minivan 2012',
|
128 |
+
'Honda Odyssey Minivan 2007',
|
129 |
+
'Honda Accord Coupe 2012',
|
130 |
+
'Honda Accord Sedan 2012',
|
131 |
+
'Hyundai Veloster Hatchback 2012',
|
132 |
+
'Hyundai Santa Fe SUV 2012',
|
133 |
+
'Hyundai Tucson SUV 2012',
|
134 |
+
'Hyundai Veracruz SUV 2012',
|
135 |
+
'Hyundai Sonata Hybrid Sedan 2012',
|
136 |
+
'Hyundai Elantra Sedan 2007',
|
137 |
+
'Hyundai Accent Sedan 2012',
|
138 |
+
'Hyundai Genesis Sedan 2012',
|
139 |
+
'Hyundai Sonata Sedan 2012',
|
140 |
+
'Hyundai Elantra Touring Hatchback 2012',
|
141 |
+
'Hyundai Azera Sedan 2012',
|
142 |
+
'Infiniti G Coupe IPL 2012',
|
143 |
+
'Infiniti QX56 SUV 2011',
|
144 |
+
'Isuzu Ascender SUV 2008',
|
145 |
+
'Jaguar XK XKR 2012',
|
146 |
+
'Jeep Patriot SUV 2012',
|
147 |
+
'Jeep Wrangler SUV 2012',
|
148 |
+
'Jeep Liberty SUV 2012',
|
149 |
+
'Jeep Grand Cherokee SUV 2012',
|
150 |
+
'Jeep Compass SUV 2012',
|
151 |
+
'Lamborghini Reventon Coupe 2008',
|
152 |
+
'Lamborghini Aventador Coupe 2012',
|
153 |
+
'Lamborghini Gallardo LP 570-4 Superleggera 2012',
|
154 |
+
'Lamborghini Diablo Coupe 2001',
|
155 |
+
'Land Rover Range Rover SUV 2012',
|
156 |
+
'Land Rover LR2 SUV 2012',
|
157 |
+
'Lincoln Town Car Sedan 2011',
|
158 |
+
'MINI Cooper Roadster Convertible 2012',
|
159 |
+
'Maybach Landaulet Convertible 2012',
|
160 |
+
'Mazda Tribute SUV 2011',
|
161 |
+
'McLaren MP4-12C Coupe 2012',
|
162 |
+
'Mercedes-Benz 300-Class Convertible 1993',
|
163 |
+
'Mercedes-Benz C-Class Sedan 2012',
|
164 |
+
'Mercedes-Benz SL-Class Coupe 2009',
|
165 |
+
'Mercedes-Benz E-Class Sedan 2012',
|
166 |
+
'Mercedes-Benz S-Class Sedan 2012',
|
167 |
+
'Mercedes-Benz Sprinter Van 2012',
|
168 |
+
'Mitsubishi Lancer Sedan 2012',
|
169 |
+
'Nissan Leaf Hatchback 2012',
|
170 |
+
'Nissan NV Passenger Van 2012',
|
171 |
+
'Nissan Juke Hatchback 2012',
|
172 |
+
'Nissan 240SX Coupe 1998',
|
173 |
+
'Plymouth Neon Coupe 1999',
|
174 |
+
'Porsche Panamera Sedan 2012',
|
175 |
+
'Ram C/V Cargo Van Minivan 2012',
|
176 |
+
'Rolls-Royce Phantom Drophead Coupe Convertible 2012',
|
177 |
+
'Rolls-Royce Ghost Sedan 2012',
|
178 |
+
'Rolls-Royce Phantom Sedan 2012',
|
179 |
+
'Scion xD Hatchback 2012',
|
180 |
+
'Spyker C8 Convertible 2009',
|
181 |
+
'Spyker C8 Coupe 2009',
|
182 |
+
'Suzuki Aerio Sedan 2007',
|
183 |
+
'Suzuki Kizashi Sedan 2012',
|
184 |
+
'Suzuki SX4 Hatchback 2012',
|
185 |
+
'Suzuki SX4 Sedan 2012',
|
186 |
+
'Tesla Model S Sedan 2012',
|
187 |
+
'Toyota Sequoia SUV 2012',
|
188 |
+
'Toyota Camry Sedan 2012',
|
189 |
+
'Toyota Corolla Sedan 2012',
|
190 |
+
'Toyota 4Runner SUV 2012',
|
191 |
+
'Volkswagen Golf Hatchback 2012',
|
192 |
+
'Volkswagen Golf Hatchback 1991',
|
193 |
+
'Volkswagen Beetle Hatchback 2012',
|
194 |
+
'Volvo C30 Hatchback 2012',
|
195 |
+
'Volvo 240 Sedan 1993',
|
196 |
+
'Volvo XC90 SUV 2007',
|
197 |
+
'smart fortwo Convertible 2012',
|
198 |
+
]
|
199 |
+
METAINFO = dict(classes=[
|
200 |
+
'AM General Hummer SUV 2000',
|
201 |
+
'Acura RL Sedan 2012',
|
202 |
+
'Acura TL Sedan 2012',
|
203 |
+
'Acura TL Type-S 2008',
|
204 |
+
'Acura TSX Sedan 2012',
|
205 |
+
'Acura Integra Type R 2001',
|
206 |
+
'Acura ZDX Hatchback 2012',
|
207 |
+
'Aston Martin V8 Vantage Convertible 2012',
|
208 |
+
'Aston Martin V8 Vantage Coupe 2012',
|
209 |
+
'Aston Martin Virage Convertible 2012',
|
210 |
+
'Aston Martin Virage Coupe 2012',
|
211 |
+
'Audi RS 4 Convertible 2008',
|
212 |
+
'Audi A5 Coupe 2012',
|
213 |
+
'Audi TTS Coupe 2012',
|
214 |
+
'Audi R8 Coupe 2012',
|
215 |
+
'Audi V8 Sedan 1994',
|
216 |
+
'Audi 100 Sedan 1994',
|
217 |
+
'Audi 100 Wagon 1994',
|
218 |
+
'Audi TT Hatchback 2011',
|
219 |
+
'Audi S6 Sedan 2011',
|
220 |
+
'Audi S5 Convertible 2012',
|
221 |
+
'Audi S5 Coupe 2012',
|
222 |
+
'Audi S4 Sedan 2012',
|
223 |
+
'Audi S4 Sedan 2007',
|
224 |
+
'Audi TT RS Coupe 2012',
|
225 |
+
'BMW ActiveHybrid 5 Sedan 2012',
|
226 |
+
'BMW 1 Series Convertible 2012',
|
227 |
+
'BMW 1 Series Coupe 2012',
|
228 |
+
'BMW 3 Series Sedan 2012',
|
229 |
+
'BMW 3 Series Wagon 2012',
|
230 |
+
'BMW 6 Series Convertible 2007',
|
231 |
+
'BMW X5 SUV 2007',
|
232 |
+
'BMW X6 SUV 2012',
|
233 |
+
'BMW M3 Coupe 2012',
|
234 |
+
'BMW M5 Sedan 2010',
|
235 |
+
'BMW M6 Convertible 2010',
|
236 |
+
'BMW X3 SUV 2012',
|
237 |
+
'BMW Z4 Convertible 2012',
|
238 |
+
'Bentley Continental Supersports Conv. Convertible 2012',
|
239 |
+
'Bentley Arnage Sedan 2009',
|
240 |
+
'Bentley Mulsanne Sedan 2011',
|
241 |
+
'Bentley Continental GT Coupe 2012',
|
242 |
+
'Bentley Continental GT Coupe 2007',
|
243 |
+
'Bentley Continental Flying Spur Sedan 2007',
|
244 |
+
'Bugatti Veyron 16.4 Convertible 2009',
|
245 |
+
'Bugatti Veyron 16.4 Coupe 2009',
|
246 |
+
'Buick Regal GS 2012',
|
247 |
+
'Buick Rainier SUV 2007',
|
248 |
+
'Buick Verano Sedan 2012',
|
249 |
+
'Buick Enclave SUV 2012',
|
250 |
+
'Cadillac CTS-V Sedan 2012',
|
251 |
+
'Cadillac SRX SUV 2012',
|
252 |
+
'Cadillac Escalade EXT Crew Cab 2007',
|
253 |
+
'Chevrolet Silverado 1500 Hybrid Crew Cab 2012',
|
254 |
+
'Chevrolet Corvette Convertible 2012',
|
255 |
+
'Chevrolet Corvette ZR1 2012',
|
256 |
+
'Chevrolet Corvette Ron Fellows Edition Z06 2007',
|
257 |
+
'Chevrolet Traverse SUV 2012',
|
258 |
+
'Chevrolet Camaro Convertible 2012',
|
259 |
+
'Chevrolet HHR SS 2010',
|
260 |
+
'Chevrolet Impala Sedan 2007',
|
261 |
+
'Chevrolet Tahoe Hybrid SUV 2012',
|
262 |
+
'Chevrolet Sonic Sedan 2012',
|
263 |
+
'Chevrolet Express Cargo Van 2007',
|
264 |
+
'Chevrolet Avalanche Crew Cab 2012',
|
265 |
+
'Chevrolet Cobalt SS 2010',
|
266 |
+
'Chevrolet Malibu Hybrid Sedan 2010',
|
267 |
+
'Chevrolet TrailBlazer SS 2009',
|
268 |
+
'Chevrolet Silverado 2500HD Regular Cab 2012',
|
269 |
+
'Chevrolet Silverado 1500 Classic Extended Cab 2007',
|
270 |
+
'Chevrolet Express Van 2007',
|
271 |
+
'Chevrolet Monte Carlo Coupe 2007',
|
272 |
+
'Chevrolet Malibu Sedan 2007',
|
273 |
+
'Chevrolet Silverado 1500 Extended Cab 2012',
|
274 |
+
'Chevrolet Silverado 1500 Regular Cab 2012',
|
275 |
+
'Chrysler Aspen SUV 2009',
|
276 |
+
'Chrysler Sebring Convertible 2010',
|
277 |
+
'Chrysler Town and Country Minivan 2012',
|
278 |
+
'Chrysler 300 SRT-8 2010',
|
279 |
+
'Chrysler Crossfire Convertible 2008',
|
280 |
+
'Chrysler PT Cruiser Convertible 2008',
|
281 |
+
'Daewoo Nubira Wagon 2002',
|
282 |
+
'Dodge Caliber Wagon 2012',
|
283 |
+
'Dodge Caliber Wagon 2007',
|
284 |
+
'Dodge Caravan Minivan 1997',
|
285 |
+
'Dodge Ram Pickup 3500 Crew Cab 2010',
|
286 |
+
'Dodge Ram Pickup 3500 Quad Cab 2009',
|
287 |
+
'Dodge Sprinter Cargo Van 2009',
|
288 |
+
'Dodge Journey SUV 2012',
|
289 |
+
'Dodge Dakota Crew Cab 2010',
|
290 |
+
'Dodge Dakota Club Cab 2007',
|
291 |
+
'Dodge Magnum Wagon 2008',
|
292 |
+
'Dodge Challenger SRT8 2011',
|
293 |
+
'Dodge Durango SUV 2012',
|
294 |
+
'Dodge Durango SUV 2007',
|
295 |
+
'Dodge Charger Sedan 2012',
|
296 |
+
'Dodge Charger SRT-8 2009',
|
297 |
+
'Eagle Talon Hatchback 1998',
|
298 |
+
'FIAT 500 Abarth 2012',
|
299 |
+
'FIAT 500 Convertible 2012',
|
300 |
+
'Ferrari FF Coupe 2012',
|
301 |
+
'Ferrari California Convertible 2012',
|
302 |
+
'Ferrari 458 Italia Convertible 2012',
|
303 |
+
'Ferrari 458 Italia Coupe 2012',
|
304 |
+
'Fisker Karma Sedan 2012',
|
305 |
+
'Ford F-450 Super Duty Crew Cab 2012',
|
306 |
+
'Ford Mustang Convertible 2007',
|
307 |
+
'Ford Freestar Minivan 2007',
|
308 |
+
'Ford Expedition EL SUV 2009',
|
309 |
+
'Ford Edge SUV 2012',
|
310 |
+
'Ford Ranger SuperCab 2011',
|
311 |
+
'Ford GT Coupe 2006',
|
312 |
+
'Ford F-150 Regular Cab 2012',
|
313 |
+
'Ford F-150 Regular Cab 2007',
|
314 |
+
'Ford Focus Sedan 2007',
|
315 |
+
'Ford E-Series Wagon Van 2012',
|
316 |
+
'Ford Fiesta Sedan 2012',
|
317 |
+
'GMC Terrain SUV 2012',
|
318 |
+
'GMC Savana Van 2012',
|
319 |
+
'GMC Yukon Hybrid SUV 2012',
|
320 |
+
'GMC Acadia SUV 2012',
|
321 |
+
'GMC Canyon Extended Cab 2012',
|
322 |
+
'Geo Metro Convertible 1993',
|
323 |
+
'HUMMER H3T Crew Cab 2010',
|
324 |
+
'HUMMER H2 SUT Crew Cab 2009',
|
325 |
+
'Honda Odyssey Minivan 2012',
|
326 |
+
'Honda Odyssey Minivan 2007',
|
327 |
+
'Honda Accord Coupe 2012',
|
328 |
+
'Honda Accord Sedan 2012',
|
329 |
+
'Hyundai Veloster Hatchback 2012',
|
330 |
+
'Hyundai Santa Fe SUV 2012',
|
331 |
+
'Hyundai Tucson SUV 2012',
|
332 |
+
'Hyundai Veracruz SUV 2012',
|
333 |
+
'Hyundai Sonata Hybrid Sedan 2012',
|
334 |
+
'Hyundai Elantra Sedan 2007',
|
335 |
+
'Hyundai Accent Sedan 2012',
|
336 |
+
'Hyundai Genesis Sedan 2012',
|
337 |
+
'Hyundai Sonata Sedan 2012',
|
338 |
+
'Hyundai Elantra Touring Hatchback 2012',
|
339 |
+
'Hyundai Azera Sedan 2012',
|
340 |
+
'Infiniti G Coupe IPL 2012',
|
341 |
+
'Infiniti QX56 SUV 2011',
|
342 |
+
'Isuzu Ascender SUV 2008',
|
343 |
+
'Jaguar XK XKR 2012',
|
344 |
+
'Jeep Patriot SUV 2012',
|
345 |
+
'Jeep Wrangler SUV 2012',
|
346 |
+
'Jeep Liberty SUV 2012',
|
347 |
+
'Jeep Grand Cherokee SUV 2012',
|
348 |
+
'Jeep Compass SUV 2012',
|
349 |
+
'Lamborghini Reventon Coupe 2008',
|
350 |
+
'Lamborghini Aventador Coupe 2012',
|
351 |
+
'Lamborghini Gallardo LP 570-4 Superleggera 2012',
|
352 |
+
'Lamborghini Diablo Coupe 2001',
|
353 |
+
'Land Rover Range Rover SUV 2012',
|
354 |
+
'Land Rover LR2 SUV 2012',
|
355 |
+
'Lincoln Town Car Sedan 2011',
|
356 |
+
'MINI Cooper Roadster Convertible 2012',
|
357 |
+
'Maybach Landaulet Convertible 2012',
|
358 |
+
'Mazda Tribute SUV 2011',
|
359 |
+
'McLaren MP4-12C Coupe 2012',
|
360 |
+
'Mercedes-Benz 300-Class Convertible 1993',
|
361 |
+
'Mercedes-Benz C-Class Sedan 2012',
|
362 |
+
'Mercedes-Benz SL-Class Coupe 2009',
|
363 |
+
'Mercedes-Benz E-Class Sedan 2012',
|
364 |
+
'Mercedes-Benz S-Class Sedan 2012',
|
365 |
+
'Mercedes-Benz Sprinter Van 2012',
|
366 |
+
'Mitsubishi Lancer Sedan 2012',
|
367 |
+
'Nissan Leaf Hatchback 2012',
|
368 |
+
'Nissan NV Passenger Van 2012',
|
369 |
+
'Nissan Juke Hatchback 2012',
|
370 |
+
'Nissan 240SX Coupe 1998',
|
371 |
+
'Plymouth Neon Coupe 1999',
|
372 |
+
'Porsche Panamera Sedan 2012',
|
373 |
+
'Ram C/V Cargo Van Minivan 2012',
|
374 |
+
'Rolls-Royce Phantom Drophead Coupe Convertible 2012',
|
375 |
+
'Rolls-Royce Ghost Sedan 2012',
|
376 |
+
'Rolls-Royce Phantom Sedan 2012',
|
377 |
+
'Scion xD Hatchback 2012',
|
378 |
+
'Spyker C8 Convertible 2009',
|
379 |
+
'Spyker C8 Coupe 2009',
|
380 |
+
'Suzuki Aerio Sedan 2007',
|
381 |
+
'Suzuki Kizashi Sedan 2012',
|
382 |
+
'Suzuki SX4 Hatchback 2012',
|
383 |
+
'Suzuki SX4 Sedan 2012',
|
384 |
+
'Tesla Model S Sedan 2012',
|
385 |
+
'Toyota Sequoia SUV 2012',
|
386 |
+
'Toyota Camry Sedan 2012',
|
387 |
+
'Toyota Corolla Sedan 2012',
|
388 |
+
'Toyota 4Runner SUV 2012',
|
389 |
+
'Volkswagen Golf Hatchback 2012',
|
390 |
+
'Volkswagen Golf Hatchback 1991',
|
391 |
+
'Volkswagen Beetle Hatchback 2012',
|
392 |
+
'Volvo C30 Hatchback 2012',
|
393 |
+
'Volvo 240 Sedan 1993',
|
394 |
+
'Volvo XC90 SUV 2007',
|
395 |
+
'smart fortwo Convertible 2012',
|
396 |
+
])
|
397 |
+
auto_scale_lr = dict(base_batch_size=256)
|
398 |
+
base_lr = 0.0005
|
399 |
+
bgr_mean = [
|
400 |
+
103.53,
|
401 |
+
116.28,
|
402 |
+
123.675,
|
403 |
+
]
|
404 |
+
bgr_std = [
|
405 |
+
57.375,
|
406 |
+
57.12,
|
407 |
+
58.395,
|
408 |
+
]
|
409 |
+
data_preprocessor = dict(
|
410 |
+
mean=[
|
411 |
+
123.675,
|
412 |
+
116.28,
|
413 |
+
103.53,
|
414 |
+
],
|
415 |
+
num_classes=196,
|
416 |
+
std=[
|
417 |
+
58.395,
|
418 |
+
57.12,
|
419 |
+
57.375,
|
420 |
+
],
|
421 |
+
to_rgb=True)
|
422 |
+
data_root = '/home/javrez/Datasets/Stanford_Cars_by_class_folder/car_data/car_data/'
|
423 |
+
dataset_type = 'ImageNet'
|
424 |
+
default_hooks = dict(
|
425 |
+
checkpoint=dict(
|
426 |
+
_scope_='mmpretrain',
|
427 |
+
interval=1,
|
428 |
+
max_keep_ckpts=1,
|
429 |
+
type='CheckpointHook'),
|
430 |
+
logger=dict(_scope_='mmpretrain', interval=100, type='LoggerHook'),
|
431 |
+
param_scheduler=dict(_scope_='mmpretrain', type='ParamSchedulerHook'),
|
432 |
+
sampler_seed=dict(_scope_='mmpretrain', type='DistSamplerSeedHook'),
|
433 |
+
timer=dict(_scope_='mmpretrain', type='IterTimerHook'),
|
434 |
+
visualization=dict(
|
435 |
+
_scope_='mmpretrain', enable=False, type='VisualizationHook'))
|
436 |
+
default_scope = 'mmpretrain'
|
437 |
+
env_cfg = dict(
|
438 |
+
cudnn_benchmark=False,
|
439 |
+
dist_cfg=dict(backend='nccl'),
|
440 |
+
mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0))
|
441 |
+
launcher = 'pytorch'
|
442 |
+
load_from = 'https://download.openmmlab.com/mmclassification/v0/efficientnetv2/efficientnetv2-b0_3rdparty_in1k_20221221-9ef6e736.pth'
|
443 |
+
log_level = 'INFO'
|
444 |
+
max_epochs = 30
|
445 |
+
model = dict(
|
446 |
+
_scope_='mmpretrain',
|
447 |
+
backbone=dict(arch='b0', type='EfficientNetV2'),
|
448 |
+
head=dict(
|
449 |
+
in_channels=1280,
|
450 |
+
loss=dict(loss_weight=1.0, type='CrossEntropyLoss'),
|
451 |
+
num_classes=196,
|
452 |
+
topk=(
|
453 |
+
1,
|
454 |
+
5,
|
455 |
+
),
|
456 |
+
type='LinearClsHead'),
|
457 |
+
neck=dict(type='GlobalAveragePooling'),
|
458 |
+
type='ImageClassifier')
|
459 |
+
num_classes = 196
|
460 |
+
optim_wrapper = dict(
|
461 |
+
optimizer=dict(lr=0.0005, type='AdamW', weight_decay=0.001),
|
462 |
+
paramwise_cfg=dict(
|
463 |
+
custom_keys=dict({
|
464 |
+
'.cls_token': dict(decay_mult=0.0),
|
465 |
+
'.pos_embed': dict(decay_mult=0.0)
|
466 |
+
})),
|
467 |
+
type='AmpOptimWrapper')
|
468 |
+
param_scheduler = [
|
469 |
+
dict(
|
470 |
+
by_epoch=True,
|
471 |
+
convert_to_iter_based=True,
|
472 |
+
end=10,
|
473 |
+
start_factor=0.0001,
|
474 |
+
type='LinearLR'),
|
475 |
+
dict(begin=10, by_epoch=True, eta_min=1e-05, type='CosineAnnealingLR'),
|
476 |
+
]
|
477 |
+
randomness = dict(deterministic=False, seed=None)
|
478 |
+
resume = False
|
479 |
+
test_cfg = dict()
|
480 |
+
test_dataloader = dict(
|
481 |
+
batch_size=32,
|
482 |
+
dataset=dict(
|
483 |
+
_scope_='mmpretrain',
|
484 |
+
data_root='data/imagenet',
|
485 |
+
pipeline=[
|
486 |
+
dict(type='LoadImageFromFile'),
|
487 |
+
dict(crop_padding=0, crop_size=224, type='EfficientNetCenterCrop'),
|
488 |
+
dict(type='PackInputs'),
|
489 |
+
],
|
490 |
+
split='val',
|
491 |
+
type='ImageNet'),
|
492 |
+
num_workers=5,
|
493 |
+
sampler=dict(_scope_='mmpretrain', shuffle=False, type='DefaultSampler'))
|
494 |
+
test_evaluator = dict(
|
495 |
+
_scope_='mmpretrain', topk=(
|
496 |
+
1,
|
497 |
+
5,
|
498 |
+
), type='Accuracy')
|
499 |
+
test_pipeline = [
|
500 |
+
dict(_scope_='mmpretrain', type='LoadImageFromFile'),
|
501 |
+
dict(
|
502 |
+
_scope_='mmpretrain',
|
503 |
+
crop_padding=0,
|
504 |
+
crop_size=224,
|
505 |
+
type='EfficientNetCenterCrop'),
|
506 |
+
dict(_scope_='mmpretrain', type='PackInputs'),
|
507 |
+
]
|
508 |
+
train_cfg = dict(by_epoch=True, max_epochs=30, val_interval=1)
|
509 |
+
train_dataloader = dict(
|
510 |
+
batch_size=32,
|
511 |
+
dataset=dict(
|
512 |
+
_scope_='mmpretrain',
|
513 |
+
data_prefix='train',
|
514 |
+
data_root=
|
515 |
+
'/home/javrez/Datasets/Stanford_Cars_by_class_folder/car_data/car_data/',
|
516 |
+
metainfo=dict(classes=[
|
517 |
+
'AM General Hummer SUV 2000',
|
518 |
+
'Acura RL Sedan 2012',
|
519 |
+
'Acura TL Sedan 2012',
|
520 |
+
'Acura TL Type-S 2008',
|
521 |
+
'Acura TSX Sedan 2012',
|
522 |
+
'Acura Integra Type R 2001',
|
523 |
+
'Acura ZDX Hatchback 2012',
|
524 |
+
'Aston Martin V8 Vantage Convertible 2012',
|
525 |
+
'Aston Martin V8 Vantage Coupe 2012',
|
526 |
+
'Aston Martin Virage Convertible 2012',
|
527 |
+
'Aston Martin Virage Coupe 2012',
|
528 |
+
'Audi RS 4 Convertible 2008',
|
529 |
+
'Audi A5 Coupe 2012',
|
530 |
+
'Audi TTS Coupe 2012',
|
531 |
+
'Audi R8 Coupe 2012',
|
532 |
+
'Audi V8 Sedan 1994',
|
533 |
+
'Audi 100 Sedan 1994',
|
534 |
+
'Audi 100 Wagon 1994',
|
535 |
+
'Audi TT Hatchback 2011',
|
536 |
+
'Audi S6 Sedan 2011',
|
537 |
+
'Audi S5 Convertible 2012',
|
538 |
+
'Audi S5 Coupe 2012',
|
539 |
+
'Audi S4 Sedan 2012',
|
540 |
+
'Audi S4 Sedan 2007',
|
541 |
+
'Audi TT RS Coupe 2012',
|
542 |
+
'BMW ActiveHybrid 5 Sedan 2012',
|
543 |
+
'BMW 1 Series Convertible 2012',
|
544 |
+
'BMW 1 Series Coupe 2012',
|
545 |
+
'BMW 3 Series Sedan 2012',
|
546 |
+
'BMW 3 Series Wagon 2012',
|
547 |
+
'BMW 6 Series Convertible 2007',
|
548 |
+
'BMW X5 SUV 2007',
|
549 |
+
'BMW X6 SUV 2012',
|
550 |
+
'BMW M3 Coupe 2012',
|
551 |
+
'BMW M5 Sedan 2010',
|
552 |
+
'BMW M6 Convertible 2010',
|
553 |
+
'BMW X3 SUV 2012',
|
554 |
+
'BMW Z4 Convertible 2012',
|
555 |
+
'Bentley Continental Supersports Conv. Convertible 2012',
|
556 |
+
'Bentley Arnage Sedan 2009',
|
557 |
+
'Bentley Mulsanne Sedan 2011',
|
558 |
+
'Bentley Continental GT Coupe 2012',
|
559 |
+
'Bentley Continental GT Coupe 2007',
|
560 |
+
'Bentley Continental Flying Spur Sedan 2007',
|
561 |
+
'Bugatti Veyron 16.4 Convertible 2009',
|
562 |
+
'Bugatti Veyron 16.4 Coupe 2009',
|
563 |
+
'Buick Regal GS 2012',
|
564 |
+
'Buick Rainier SUV 2007',
|
565 |
+
'Buick Verano Sedan 2012',
|
566 |
+
'Buick Enclave SUV 2012',
|
567 |
+
'Cadillac CTS-V Sedan 2012',
|
568 |
+
'Cadillac SRX SUV 2012',
|
569 |
+
'Cadillac Escalade EXT Crew Cab 2007',
|
570 |
+
'Chevrolet Silverado 1500 Hybrid Crew Cab 2012',
|
571 |
+
'Chevrolet Corvette Convertible 2012',
|
572 |
+
'Chevrolet Corvette ZR1 2012',
|
573 |
+
'Chevrolet Corvette Ron Fellows Edition Z06 2007',
|
574 |
+
'Chevrolet Traverse SUV 2012',
|
575 |
+
'Chevrolet Camaro Convertible 2012',
|
576 |
+
'Chevrolet HHR SS 2010',
|
577 |
+
'Chevrolet Impala Sedan 2007',
|
578 |
+
'Chevrolet Tahoe Hybrid SUV 2012',
|
579 |
+
'Chevrolet Sonic Sedan 2012',
|
580 |
+
'Chevrolet Express Cargo Van 2007',
|
581 |
+
'Chevrolet Avalanche Crew Cab 2012',
|
582 |
+
'Chevrolet Cobalt SS 2010',
|
583 |
+
'Chevrolet Malibu Hybrid Sedan 2010',
|
584 |
+
'Chevrolet TrailBlazer SS 2009',
|
585 |
+
'Chevrolet Silverado 2500HD Regular Cab 2012',
|
586 |
+
'Chevrolet Silverado 1500 Classic Extended Cab 2007',
|
587 |
+
'Chevrolet Express Van 2007',
|
588 |
+
'Chevrolet Monte Carlo Coupe 2007',
|
589 |
+
'Chevrolet Malibu Sedan 2007',
|
590 |
+
'Chevrolet Silverado 1500 Extended Cab 2012',
|
591 |
+
'Chevrolet Silverado 1500 Regular Cab 2012',
|
592 |
+
'Chrysler Aspen SUV 2009',
|
593 |
+
'Chrysler Sebring Convertible 2010',
|
594 |
+
'Chrysler Town and Country Minivan 2012',
|
595 |
+
'Chrysler 300 SRT-8 2010',
|
596 |
+
'Chrysler Crossfire Convertible 2008',
|
597 |
+
'Chrysler PT Cruiser Convertible 2008',
|
598 |
+
'Daewoo Nubira Wagon 2002',
|
599 |
+
'Dodge Caliber Wagon 2012',
|
600 |
+
'Dodge Caliber Wagon 2007',
|
601 |
+
'Dodge Caravan Minivan 1997',
|
602 |
+
'Dodge Ram Pickup 3500 Crew Cab 2010',
|
603 |
+
'Dodge Ram Pickup 3500 Quad Cab 2009',
|
604 |
+
'Dodge Sprinter Cargo Van 2009',
|
605 |
+
'Dodge Journey SUV 2012',
|
606 |
+
'Dodge Dakota Crew Cab 2010',
|
607 |
+
'Dodge Dakota Club Cab 2007',
|
608 |
+
'Dodge Magnum Wagon 2008',
|
609 |
+
'Dodge Challenger SRT8 2011',
|
610 |
+
'Dodge Durango SUV 2012',
|
611 |
+
'Dodge Durango SUV 2007',
|
612 |
+
'Dodge Charger Sedan 2012',
|
613 |
+
'Dodge Charger SRT-8 2009',
|
614 |
+
'Eagle Talon Hatchback 1998',
|
615 |
+
'FIAT 500 Abarth 2012',
|
616 |
+
'FIAT 500 Convertible 2012',
|
617 |
+
'Ferrari FF Coupe 2012',
|
618 |
+
'Ferrari California Convertible 2012',
|
619 |
+
'Ferrari 458 Italia Convertible 2012',
|
620 |
+
'Ferrari 458 Italia Coupe 2012',
|
621 |
+
'Fisker Karma Sedan 2012',
|
622 |
+
'Ford F-450 Super Duty Crew Cab 2012',
|
623 |
+
'Ford Mustang Convertible 2007',
|
624 |
+
'Ford Freestar Minivan 2007',
|
625 |
+
'Ford Expedition EL SUV 2009',
|
626 |
+
'Ford Edge SUV 2012',
|
627 |
+
'Ford Ranger SuperCab 2011',
|
628 |
+
'Ford GT Coupe 2006',
|
629 |
+
'Ford F-150 Regular Cab 2012',
|
630 |
+
'Ford F-150 Regular Cab 2007',
|
631 |
+
'Ford Focus Sedan 2007',
|
632 |
+
'Ford E-Series Wagon Van 2012',
|
633 |
+
'Ford Fiesta Sedan 2012',
|
634 |
+
'GMC Terrain SUV 2012',
|
635 |
+
'GMC Savana Van 2012',
|
636 |
+
'GMC Yukon Hybrid SUV 2012',
|
637 |
+
'GMC Acadia SUV 2012',
|
638 |
+
'GMC Canyon Extended Cab 2012',
|
639 |
+
'Geo Metro Convertible 1993',
|
640 |
+
'HUMMER H3T Crew Cab 2010',
|
641 |
+
'HUMMER H2 SUT Crew Cab 2009',
|
642 |
+
'Honda Odyssey Minivan 2012',
|
643 |
+
'Honda Odyssey Minivan 2007',
|
644 |
+
'Honda Accord Coupe 2012',
|
645 |
+
'Honda Accord Sedan 2012',
|
646 |
+
'Hyundai Veloster Hatchback 2012',
|
647 |
+
'Hyundai Santa Fe SUV 2012',
|
648 |
+
'Hyundai Tucson SUV 2012',
|
649 |
+
'Hyundai Veracruz SUV 2012',
|
650 |
+
'Hyundai Sonata Hybrid Sedan 2012',
|
651 |
+
'Hyundai Elantra Sedan 2007',
|
652 |
+
'Hyundai Accent Sedan 2012',
|
653 |
+
'Hyundai Genesis Sedan 2012',
|
654 |
+
'Hyundai Sonata Sedan 2012',
|
655 |
+
'Hyundai Elantra Touring Hatchback 2012',
|
656 |
+
'Hyundai Azera Sedan 2012',
|
657 |
+
'Infiniti G Coupe IPL 2012',
|
658 |
+
'Infiniti QX56 SUV 2011',
|
659 |
+
'Isuzu Ascender SUV 2008',
|
660 |
+
'Jaguar XK XKR 2012',
|
661 |
+
'Jeep Patriot SUV 2012',
|
662 |
+
'Jeep Wrangler SUV 2012',
|
663 |
+
'Jeep Liberty SUV 2012',
|
664 |
+
'Jeep Grand Cherokee SUV 2012',
|
665 |
+
'Jeep Compass SUV 2012',
|
666 |
+
'Lamborghini Reventon Coupe 2008',
|
667 |
+
'Lamborghini Aventador Coupe 2012',
|
668 |
+
'Lamborghini Gallardo LP 570-4 Superleggera 2012',
|
669 |
+
'Lamborghini Diablo Coupe 2001',
|
670 |
+
'Land Rover Range Rover SUV 2012',
|
671 |
+
'Land Rover LR2 SUV 2012',
|
672 |
+
'Lincoln Town Car Sedan 2011',
|
673 |
+
'MINI Cooper Roadster Convertible 2012',
|
674 |
+
'Maybach Landaulet Convertible 2012',
|
675 |
+
'Mazda Tribute SUV 2011',
|
676 |
+
'McLaren MP4-12C Coupe 2012',
|
677 |
+
'Mercedes-Benz 300-Class Convertible 1993',
|
678 |
+
'Mercedes-Benz C-Class Sedan 2012',
|
679 |
+
'Mercedes-Benz SL-Class Coupe 2009',
|
680 |
+
'Mercedes-Benz E-Class Sedan 2012',
|
681 |
+
'Mercedes-Benz S-Class Sedan 2012',
|
682 |
+
'Mercedes-Benz Sprinter Van 2012',
|
683 |
+
'Mitsubishi Lancer Sedan 2012',
|
684 |
+
'Nissan Leaf Hatchback 2012',
|
685 |
+
'Nissan NV Passenger Van 2012',
|
686 |
+
'Nissan Juke Hatchback 2012',
|
687 |
+
'Nissan 240SX Coupe 1998',
|
688 |
+
'Plymouth Neon Coupe 1999',
|
689 |
+
'Porsche Panamera Sedan 2012',
|
690 |
+
'Ram C/V Cargo Van Minivan 2012',
|
691 |
+
'Rolls-Royce Phantom Drophead Coupe Convertible 2012',
|
692 |
+
'Rolls-Royce Ghost Sedan 2012',
|
693 |
+
'Rolls-Royce Phantom Sedan 2012',
|
694 |
+
'Scion xD Hatchback 2012',
|
695 |
+
'Spyker C8 Convertible 2009',
|
696 |
+
'Spyker C8 Coupe 2009',
|
697 |
+
'Suzuki Aerio Sedan 2007',
|
698 |
+
'Suzuki Kizashi Sedan 2012',
|
699 |
+
'Suzuki SX4 Hatchback 2012',
|
700 |
+
'Suzuki SX4 Sedan 2012',
|
701 |
+
'Tesla Model S Sedan 2012',
|
702 |
+
'Toyota Sequoia SUV 2012',
|
703 |
+
'Toyota Camry Sedan 2012',
|
704 |
+
'Toyota Corolla Sedan 2012',
|
705 |
+
'Toyota 4Runner SUV 2012',
|
706 |
+
'Volkswagen Golf Hatchback 2012',
|
707 |
+
'Volkswagen Golf Hatchback 1991',
|
708 |
+
'Volkswagen Beetle Hatchback 2012',
|
709 |
+
'Volvo C30 Hatchback 2012',
|
710 |
+
'Volvo 240 Sedan 1993',
|
711 |
+
'Volvo XC90 SUV 2007',
|
712 |
+
'smart fortwo Convertible 2012',
|
713 |
+
]),
|
714 |
+
pipeline=[
|
715 |
+
dict(type='LoadImageFromFile'),
|
716 |
+
dict(
|
717 |
+
backend='pillow',
|
718 |
+
interpolation='bicubic',
|
719 |
+
scale=192,
|
720 |
+
type='RandomResizedCrop'),
|
721 |
+
dict(direction='horizontal', prob=0.5, type='RandomFlip'),
|
722 |
+
dict(
|
723 |
+
hparams=dict(
|
724 |
+
interpolation='bicubic', pad_val=[
|
725 |
+
104,
|
726 |
+
116,
|
727 |
+
124,
|
728 |
+
]),
|
729 |
+
magnitude_level=9,
|
730 |
+
magnitude_std=0.5,
|
731 |
+
num_policies=2,
|
732 |
+
policies='timm_increasing',
|
733 |
+
total_level=10,
|
734 |
+
type='RandAugment'),
|
735 |
+
dict(
|
736 |
+
erase_prob=0.25,
|
737 |
+
fill_color=[
|
738 |
+
103.53,
|
739 |
+
116.28,
|
740 |
+
123.675,
|
741 |
+
],
|
742 |
+
fill_std=[
|
743 |
+
57.375,
|
744 |
+
57.12,
|
745 |
+
58.395,
|
746 |
+
],
|
747 |
+
max_area_ratio=0.3333333333333333,
|
748 |
+
min_area_ratio=0.02,
|
749 |
+
mode='rand',
|
750 |
+
type='RandomErasing'),
|
751 |
+
dict(type='PackInputs'),
|
752 |
+
],
|
753 |
+
split='train',
|
754 |
+
type='ImageNet'),
|
755 |
+
num_workers=5,
|
756 |
+
sampler=dict(_scope_='mmpretrain', shuffle=True, type='DefaultSampler'))
|
757 |
+
train_image_folder = 'train'
|
758 |
+
train_pipeline = [
|
759 |
+
dict(_scope_='mmpretrain', type='LoadImageFromFile'),
|
760 |
+
dict(
|
761 |
+
_scope_='mmpretrain',
|
762 |
+
backend='pillow',
|
763 |
+
interpolation='bicubic',
|
764 |
+
scale=192,
|
765 |
+
type='RandomResizedCrop'),
|
766 |
+
dict(
|
767 |
+
_scope_='mmpretrain',
|
768 |
+
direction='horizontal',
|
769 |
+
prob=0.5,
|
770 |
+
type='RandomFlip'),
|
771 |
+
dict(
|
772 |
+
_scope_='mmpretrain',
|
773 |
+
hparams=dict(interpolation='bicubic', pad_val=[
|
774 |
+
104,
|
775 |
+
116,
|
776 |
+
124,
|
777 |
+
]),
|
778 |
+
magnitude_level=9,
|
779 |
+
magnitude_std=0.5,
|
780 |
+
num_policies=2,
|
781 |
+
policies='timm_increasing',
|
782 |
+
total_level=10,
|
783 |
+
type='RandAugment'),
|
784 |
+
dict(
|
785 |
+
_scope_='mmpretrain',
|
786 |
+
erase_prob=0.25,
|
787 |
+
fill_color=[
|
788 |
+
103.53,
|
789 |
+
116.28,
|
790 |
+
123.675,
|
791 |
+
],
|
792 |
+
fill_std=[
|
793 |
+
57.375,
|
794 |
+
57.12,
|
795 |
+
58.395,
|
796 |
+
],
|
797 |
+
max_area_ratio=0.3333333333333333,
|
798 |
+
min_area_ratio=0.02,
|
799 |
+
mode='rand',
|
800 |
+
type='RandomErasing'),
|
801 |
+
dict(_scope_='mmpretrain', type='PackInputs'),
|
802 |
+
]
|
803 |
+
val_cfg = dict()
|
804 |
+
val_dataloader = dict(
|
805 |
+
batch_size=32,
|
806 |
+
dataset=dict(
|
807 |
+
_scope_='mmpretrain',
|
808 |
+
data_prefix='test',
|
809 |
+
data_root=
|
810 |
+
'/home/javrez/Datasets/Stanford_Cars_by_class_folder/car_data/car_data/',
|
811 |
+
metainfo=dict(classes=[
|
812 |
+
'AM General Hummer SUV 2000',
|
813 |
+
'Acura RL Sedan 2012',
|
814 |
+
'Acura TL Sedan 2012',
|
815 |
+
'Acura TL Type-S 2008',
|
816 |
+
'Acura TSX Sedan 2012',
|
817 |
+
'Acura Integra Type R 2001',
|
818 |
+
'Acura ZDX Hatchback 2012',
|
819 |
+
'Aston Martin V8 Vantage Convertible 2012',
|
820 |
+
'Aston Martin V8 Vantage Coupe 2012',
|
821 |
+
'Aston Martin Virage Convertible 2012',
|
822 |
+
'Aston Martin Virage Coupe 2012',
|
823 |
+
'Audi RS 4 Convertible 2008',
|
824 |
+
'Audi A5 Coupe 2012',
|
825 |
+
'Audi TTS Coupe 2012',
|
826 |
+
'Audi R8 Coupe 2012',
|
827 |
+
'Audi V8 Sedan 1994',
|
828 |
+
'Audi 100 Sedan 1994',
|
829 |
+
'Audi 100 Wagon 1994',
|
830 |
+
'Audi TT Hatchback 2011',
|
831 |
+
'Audi S6 Sedan 2011',
|
832 |
+
'Audi S5 Convertible 2012',
|
833 |
+
'Audi S5 Coupe 2012',
|
834 |
+
'Audi S4 Sedan 2012',
|
835 |
+
'Audi S4 Sedan 2007',
|
836 |
+
'Audi TT RS Coupe 2012',
|
837 |
+
'BMW ActiveHybrid 5 Sedan 2012',
|
838 |
+
'BMW 1 Series Convertible 2012',
|
839 |
+
'BMW 1 Series Coupe 2012',
|
840 |
+
'BMW 3 Series Sedan 2012',
|
841 |
+
'BMW 3 Series Wagon 2012',
|
842 |
+
'BMW 6 Series Convertible 2007',
|
843 |
+
'BMW X5 SUV 2007',
|
844 |
+
'BMW X6 SUV 2012',
|
845 |
+
'BMW M3 Coupe 2012',
|
846 |
+
'BMW M5 Sedan 2010',
|
847 |
+
'BMW M6 Convertible 2010',
|
848 |
+
'BMW X3 SUV 2012',
|
849 |
+
'BMW Z4 Convertible 2012',
|
850 |
+
'Bentley Continental Supersports Conv. Convertible 2012',
|
851 |
+
'Bentley Arnage Sedan 2009',
|
852 |
+
'Bentley Mulsanne Sedan 2011',
|
853 |
+
'Bentley Continental GT Coupe 2012',
|
854 |
+
'Bentley Continental GT Coupe 2007',
|
855 |
+
'Bentley Continental Flying Spur Sedan 2007',
|
856 |
+
'Bugatti Veyron 16.4 Convertible 2009',
|
857 |
+
'Bugatti Veyron 16.4 Coupe 2009',
|
858 |
+
'Buick Regal GS 2012',
|
859 |
+
'Buick Rainier SUV 2007',
|
860 |
+
'Buick Verano Sedan 2012',
|
861 |
+
'Buick Enclave SUV 2012',
|
862 |
+
'Cadillac CTS-V Sedan 2012',
|
863 |
+
'Cadillac SRX SUV 2012',
|
864 |
+
'Cadillac Escalade EXT Crew Cab 2007',
|
865 |
+
'Chevrolet Silverado 1500 Hybrid Crew Cab 2012',
|
866 |
+
'Chevrolet Corvette Convertible 2012',
|
867 |
+
'Chevrolet Corvette ZR1 2012',
|
868 |
+
'Chevrolet Corvette Ron Fellows Edition Z06 2007',
|
869 |
+
'Chevrolet Traverse SUV 2012',
|
870 |
+
'Chevrolet Camaro Convertible 2012',
|
871 |
+
'Chevrolet HHR SS 2010',
|
872 |
+
'Chevrolet Impala Sedan 2007',
|
873 |
+
'Chevrolet Tahoe Hybrid SUV 2012',
|
874 |
+
'Chevrolet Sonic Sedan 2012',
|
875 |
+
'Chevrolet Express Cargo Van 2007',
|
876 |
+
'Chevrolet Avalanche Crew Cab 2012',
|
877 |
+
'Chevrolet Cobalt SS 2010',
|
878 |
+
'Chevrolet Malibu Hybrid Sedan 2010',
|
879 |
+
'Chevrolet TrailBlazer SS 2009',
|
880 |
+
'Chevrolet Silverado 2500HD Regular Cab 2012',
|
881 |
+
'Chevrolet Silverado 1500 Classic Extended Cab 2007',
|
882 |
+
'Chevrolet Express Van 2007',
|
883 |
+
'Chevrolet Monte Carlo Coupe 2007',
|
884 |
+
'Chevrolet Malibu Sedan 2007',
|
885 |
+
'Chevrolet Silverado 1500 Extended Cab 2012',
|
886 |
+
'Chevrolet Silverado 1500 Regular Cab 2012',
|
887 |
+
'Chrysler Aspen SUV 2009',
|
888 |
+
'Chrysler Sebring Convertible 2010',
|
889 |
+
'Chrysler Town and Country Minivan 2012',
|
890 |
+
'Chrysler 300 SRT-8 2010',
|
891 |
+
'Chrysler Crossfire Convertible 2008',
|
892 |
+
'Chrysler PT Cruiser Convertible 2008',
|
893 |
+
'Daewoo Nubira Wagon 2002',
|
894 |
+
'Dodge Caliber Wagon 2012',
|
895 |
+
'Dodge Caliber Wagon 2007',
|
896 |
+
'Dodge Caravan Minivan 1997',
|
897 |
+
'Dodge Ram Pickup 3500 Crew Cab 2010',
|
898 |
+
'Dodge Ram Pickup 3500 Quad Cab 2009',
|
899 |
+
'Dodge Sprinter Cargo Van 2009',
|
900 |
+
'Dodge Journey SUV 2012',
|
901 |
+
'Dodge Dakota Crew Cab 2010',
|
902 |
+
'Dodge Dakota Club Cab 2007',
|
903 |
+
'Dodge Magnum Wagon 2008',
|
904 |
+
'Dodge Challenger SRT8 2011',
|
905 |
+
'Dodge Durango SUV 2012',
|
906 |
+
'Dodge Durango SUV 2007',
|
907 |
+
'Dodge Charger Sedan 2012',
|
908 |
+
'Dodge Charger SRT-8 2009',
|
909 |
+
'Eagle Talon Hatchback 1998',
|
910 |
+
'FIAT 500 Abarth 2012',
|
911 |
+
'FIAT 500 Convertible 2012',
|
912 |
+
'Ferrari FF Coupe 2012',
|
913 |
+
'Ferrari California Convertible 2012',
|
914 |
+
'Ferrari 458 Italia Convertible 2012',
|
915 |
+
'Ferrari 458 Italia Coupe 2012',
|
916 |
+
'Fisker Karma Sedan 2012',
|
917 |
+
'Ford F-450 Super Duty Crew Cab 2012',
|
918 |
+
'Ford Mustang Convertible 2007',
|
919 |
+
'Ford Freestar Minivan 2007',
|
920 |
+
'Ford Expedition EL SUV 2009',
|
921 |
+
'Ford Edge SUV 2012',
|
922 |
+
'Ford Ranger SuperCab 2011',
|
923 |
+
'Ford GT Coupe 2006',
|
924 |
+
'Ford F-150 Regular Cab 2012',
|
925 |
+
'Ford F-150 Regular Cab 2007',
|
926 |
+
'Ford Focus Sedan 2007',
|
927 |
+
'Ford E-Series Wagon Van 2012',
|
928 |
+
'Ford Fiesta Sedan 2012',
|
929 |
+
'GMC Terrain SUV 2012',
|
930 |
+
'GMC Savana Van 2012',
|
931 |
+
'GMC Yukon Hybrid SUV 2012',
|
932 |
+
'GMC Acadia SUV 2012',
|
933 |
+
'GMC Canyon Extended Cab 2012',
|
934 |
+
'Geo Metro Convertible 1993',
|
935 |
+
'HUMMER H3T Crew Cab 2010',
|
936 |
+
'HUMMER H2 SUT Crew Cab 2009',
|
937 |
+
'Honda Odyssey Minivan 2012',
|
938 |
+
'Honda Odyssey Minivan 2007',
|
939 |
+
'Honda Accord Coupe 2012',
|
940 |
+
'Honda Accord Sedan 2012',
|
941 |
+
'Hyundai Veloster Hatchback 2012',
|
942 |
+
'Hyundai Santa Fe SUV 2012',
|
943 |
+
'Hyundai Tucson SUV 2012',
|
944 |
+
'Hyundai Veracruz SUV 2012',
|
945 |
+
'Hyundai Sonata Hybrid Sedan 2012',
|
946 |
+
'Hyundai Elantra Sedan 2007',
|
947 |
+
'Hyundai Accent Sedan 2012',
|
948 |
+
'Hyundai Genesis Sedan 2012',
|
949 |
+
'Hyundai Sonata Sedan 2012',
|
950 |
+
'Hyundai Elantra Touring Hatchback 2012',
|
951 |
+
'Hyundai Azera Sedan 2012',
|
952 |
+
'Infiniti G Coupe IPL 2012',
|
953 |
+
'Infiniti QX56 SUV 2011',
|
954 |
+
'Isuzu Ascender SUV 2008',
|
955 |
+
'Jaguar XK XKR 2012',
|
956 |
+
'Jeep Patriot SUV 2012',
|
957 |
+
'Jeep Wrangler SUV 2012',
|
958 |
+
'Jeep Liberty SUV 2012',
|
959 |
+
'Jeep Grand Cherokee SUV 2012',
|
960 |
+
'Jeep Compass SUV 2012',
|
961 |
+
'Lamborghini Reventon Coupe 2008',
|
962 |
+
'Lamborghini Aventador Coupe 2012',
|
963 |
+
'Lamborghini Gallardo LP 570-4 Superleggera 2012',
|
964 |
+
'Lamborghini Diablo Coupe 2001',
|
965 |
+
'Land Rover Range Rover SUV 2012',
|
966 |
+
'Land Rover LR2 SUV 2012',
|
967 |
+
'Lincoln Town Car Sedan 2011',
|
968 |
+
'MINI Cooper Roadster Convertible 2012',
|
969 |
+
'Maybach Landaulet Convertible 2012',
|
970 |
+
'Mazda Tribute SUV 2011',
|
971 |
+
'McLaren MP4-12C Coupe 2012',
|
972 |
+
'Mercedes-Benz 300-Class Convertible 1993',
|
973 |
+
'Mercedes-Benz C-Class Sedan 2012',
|
974 |
+
'Mercedes-Benz SL-Class Coupe 2009',
|
975 |
+
'Mercedes-Benz E-Class Sedan 2012',
|
976 |
+
'Mercedes-Benz S-Class Sedan 2012',
|
977 |
+
'Mercedes-Benz Sprinter Van 2012',
|
978 |
+
'Mitsubishi Lancer Sedan 2012',
|
979 |
+
'Nissan Leaf Hatchback 2012',
|
980 |
+
'Nissan NV Passenger Van 2012',
|
981 |
+
'Nissan Juke Hatchback 2012',
|
982 |
+
'Nissan 240SX Coupe 1998',
|
983 |
+
'Plymouth Neon Coupe 1999',
|
984 |
+
'Porsche Panamera Sedan 2012',
|
985 |
+
'Ram C/V Cargo Van Minivan 2012',
|
986 |
+
'Rolls-Royce Phantom Drophead Coupe Convertible 2012',
|
987 |
+
'Rolls-Royce Ghost Sedan 2012',
|
988 |
+
'Rolls-Royce Phantom Sedan 2012',
|
989 |
+
'Scion xD Hatchback 2012',
|
990 |
+
'Spyker C8 Convertible 2009',
|
991 |
+
'Spyker C8 Coupe 2009',
|
992 |
+
'Suzuki Aerio Sedan 2007',
|
993 |
+
'Suzuki Kizashi Sedan 2012',
|
994 |
+
'Suzuki SX4 Hatchback 2012',
|
995 |
+
'Suzuki SX4 Sedan 2012',
|
996 |
+
'Tesla Model S Sedan 2012',
|
997 |
+
'Toyota Sequoia SUV 2012',
|
998 |
+
'Toyota Camry Sedan 2012',
|
999 |
+
'Toyota Corolla Sedan 2012',
|
1000 |
+
'Toyota 4Runner SUV 2012',
|
1001 |
+
'Volkswagen Golf Hatchback 2012',
|
1002 |
+
'Volkswagen Golf Hatchback 1991',
|
1003 |
+
'Volkswagen Beetle Hatchback 2012',
|
1004 |
+
'Volvo C30 Hatchback 2012',
|
1005 |
+
'Volvo 240 Sedan 1993',
|
1006 |
+
'Volvo XC90 SUV 2007',
|
1007 |
+
'smart fortwo Convertible 2012',
|
1008 |
+
]),
|
1009 |
+
pipeline=[
|
1010 |
+
dict(type='LoadImageFromFile'),
|
1011 |
+
dict(crop_padding=0, crop_size=224, type='EfficientNetCenterCrop'),
|
1012 |
+
dict(type='PackInputs'),
|
1013 |
+
],
|
1014 |
+
split='val',
|
1015 |
+
type='ImageNet'),
|
1016 |
+
num_workers=5,
|
1017 |
+
sampler=dict(_scope_='mmpretrain', shuffle=False, type='DefaultSampler'))
|
1018 |
+
val_evaluator = dict(
|
1019 |
+
_scope_='mmpretrain', topk=(
|
1020 |
+
1,
|
1021 |
+
5,
|
1022 |
+
), type='Accuracy')
|
1023 |
+
val_image_folder = 'test'
|
1024 |
+
vis_backends = [
|
1025 |
+
dict(_scope_='mmpretrain', type='LocalVisBackend'),
|
1026 |
+
]
|
1027 |
+
visualizer = dict(
|
1028 |
+
_scope_='mmpretrain',
|
1029 |
+
type='UniversalVisualizer',
|
1030 |
+
vis_backends=[
|
1031 |
+
dict(type='LocalVisBackend'),
|
1032 |
+
])
|
1033 |
+
warmup_epochs = 10
|
1034 |
+
work_dir = '/home/javrez/Models/efficientnetv2_b0'
|
epoch_30.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d98561301eb0e1ea54bede4ca972ebe395f77010844c310ace71bf4c9c2dc8ba
|
3 |
+
size 74366043
|