Instructions to use rodrigoruiz/image-classifier-car-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rodrigoruiz/image-classifier-car-models with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="rodrigoruiz/image-classifier-car-models") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("rodrigoruiz/image-classifier-car-models") model = AutoModelForImageClassification.from_pretrained("rodrigoruiz/image-classifier-car-models", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from rodrigoruiz/image-classifier-car-models: direct link, hf CLI and curl.
- Browser
- Download file 16.8 kB
-
https://huggingface.co/rodrigoruiz/image-classifier-car-models/resolve/main/config.json
- Command line
-
hf download hf://rodrigoruiz/image-classifier-car-models/config.json
-
curl -L -o config.json https://huggingface.co/rodrigoruiz/image-classifier-car-models/resolve/main/config.json
16.8 kB
| { | |
| "_name_or_path": "/content/drive/My Drive/Colab Notebooks/Stanford Cars Dataset/trained_model", | |
| "architectures": [ | |
| "ViTForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "encoder_stride": 16, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "AM General Hummer SUV 2000", | |
| "1": "Acura Integra Type R 2001", | |
| "2": "Acura RL Sedan 2012", | |
| "3": "Acura TL Sedan 2012", | |
| "4": "Acura TL Type-S 2008", | |
| "5": "Acura TSX Sedan 2012", | |
| "6": "Acura ZDX Hatchback 2012", | |
| "7": "Aston Martin V8 Vantage Convertible 2012", | |
| "8": "Aston Martin V8 Vantage Coupe 2012", | |
| "9": "Aston Martin Virage Convertible 2012", | |
| "10": "Aston Martin Virage Coupe 2012", | |
| "11": "Audi 100 Sedan 1994", | |
| "12": "Audi 100 Wagon 1994", | |
| "13": "Audi A5 Coupe 2012", | |
| "14": "Audi R8 Coupe 2012", | |
| "15": "Audi RS 4 Convertible 2008", | |
| "16": "Audi S4 Sedan 2007", | |
| "17": "Audi S4 Sedan 2012", | |
| "18": "Audi S5 Convertible 2012", | |
| "19": "Audi S5 Coupe 2012", | |
| "20": "Audi S6 Sedan 2011", | |
| "21": "Audi TT Hatchback 2011", | |
| "22": "Audi TT RS Coupe 2012", | |
| "23": "Audi TTS Coupe 2012", | |
| "24": "Audi V8 Sedan 1994", | |
| "25": "BMW 1 Series Convertible 2012", | |
| "26": "BMW 1 Series Coupe 2012", | |
| "27": "BMW 3 Series Sedan 2012", | |
| "28": "BMW 3 Series Wagon 2012", | |
| "29": "BMW 6 Series Convertible 2007", | |
| "30": "BMW ActiveHybrid 5 Sedan 2012", | |
| "31": "BMW M3 Coupe 2012", | |
| "32": "BMW M5 Sedan 2010", | |
| "33": "BMW M6 Convertible 2010", | |
| "34": "BMW X3 SUV 2012", | |
| "35": "BMW X5 SUV 2007", | |
| "36": "BMW X6 SUV 2012", | |
| "37": "BMW Z4 Convertible 2012", | |
| "38": "Bentley Arnage Sedan 2009", | |
| "39": "Bentley Continental Flying Spur Sedan 2007", | |
| "40": "Bentley Continental GT Coupe 2007", | |
| "41": "Bentley Continental GT Coupe 2012", | |
| "42": "Bentley Continental Supersports Conv. Convertible 2012", | |
| "43": "Bentley Mulsanne Sedan 2011", | |
| "44": "Bugatti Veyron 16.4 Convertible 2009", | |
| "45": "Bugatti Veyron 16.4 Coupe 2009", | |
| "46": "Buick Enclave SUV 2012", | |
| "47": "Buick Rainier SUV 2007", | |
| "48": "Buick Regal GS 2012", | |
| "49": "Buick Verano Sedan 2012", | |
| "50": "Cadillac CTS-V Sedan 2012", | |
| "51": "Cadillac Escalade EXT Crew Cab 2007", | |
| "52": "Cadillac SRX SUV 2012", | |
| "53": "Chevrolet Avalanche Crew Cab 2012", | |
| "54": "Chevrolet Camaro Convertible 2012", | |
| "55": "Chevrolet Cobalt SS 2010", | |
| "56": "Chevrolet Corvette Convertible 2012", | |
| "57": "Chevrolet Corvette Ron Fellows Edition Z06 2007", | |
| "58": "Chevrolet Corvette ZR1 2012", | |
| "59": "Chevrolet Express Cargo Van 2007", | |
| "60": "Chevrolet Express Van 2007", | |
| "61": "Chevrolet HHR SS 2010", | |
| "62": "Chevrolet Impala Sedan 2007", | |
| "63": "Chevrolet Malibu Hybrid Sedan 2010", | |
| "64": "Chevrolet Malibu Sedan 2007", | |
| "65": "Chevrolet Monte Carlo Coupe 2007", | |
| "66": "Chevrolet Silverado 1500 Classic Extended Cab 2007", | |
| "67": "Chevrolet Silverado 1500 Extended Cab 2012", | |
| "68": "Chevrolet Silverado 1500 Hybrid Crew Cab 2012", | |
| "69": "Chevrolet Silverado 1500 Regular Cab 2012", | |
| "70": "Chevrolet Silverado 2500HD Regular Cab 2012", | |
| "71": "Chevrolet Sonic Sedan 2012", | |
| "72": "Chevrolet Tahoe Hybrid SUV 2012", | |
| "73": "Chevrolet TrailBlazer SS 2009", | |
| "74": "Chevrolet Traverse SUV 2012", | |
| "75": "Chrysler 300 SRT-8 2010", | |
| "76": "Chrysler Aspen SUV 2009", | |
| "77": "Chrysler Crossfire Convertible 2008", | |
| "78": "Chrysler PT Cruiser Convertible 2008", | |
| "79": "Chrysler Sebring Convertible 2010", | |
| "80": "Chrysler Town and Country Minivan 2012", | |
| "81": "Daewoo Nubira Wagon 2002", | |
| "82": "Dodge Caliber Wagon 2007", | |
| "83": "Dodge Caliber Wagon 2012", | |
| "84": "Dodge Caravan Minivan 1997", | |
| "85": "Dodge Challenger SRT8 2011", | |
| "86": "Dodge Charger SRT-8 2009", | |
| "87": "Dodge Charger Sedan 2012", | |
| "88": "Dodge Dakota Club Cab 2007", | |
| "89": "Dodge Dakota Crew Cab 2010", | |
| "90": "Dodge Durango SUV 2007", | |
| "91": "Dodge Durango SUV 2012", | |
| "92": "Dodge Journey SUV 2012", | |
| "93": "Dodge Magnum Wagon 2008", | |
| "94": "Dodge Ram Pickup 3500 Crew Cab 2010", | |
| "95": "Dodge Ram Pickup 3500 Quad Cab 2009", | |
| "96": "Dodge Sprinter Cargo Van 2009", | |
| "97": "Eagle Talon Hatchback 1998", | |
| "98": "FIAT 500 Abarth 2012", | |
| "99": "FIAT 500 Convertible 2012", | |
| "100": "Ferrari 458 Italia Convertible 2012", | |
| "101": "Ferrari 458 Italia Coupe 2012", | |
| "102": "Ferrari California Convertible 2012", | |
| "103": "Ferrari FF Coupe 2012", | |
| "104": "Fisker Karma Sedan 2012", | |
| "105": "Ford E-Series Wagon Van 2012", | |
| "106": "Ford Edge SUV 2012", | |
| "107": "Ford Expedition EL SUV 2009", | |
| "108": "Ford F-150 Regular Cab 2007", | |
| "109": "Ford F-150 Regular Cab 2012", | |
| "110": "Ford F-450 Super Duty Crew Cab 2012", | |
| "111": "Ford Fiesta Sedan 2012", | |
| "112": "Ford Focus Sedan 2007", | |
| "113": "Ford Freestar Minivan 2007", | |
| "114": "Ford GT Coupe 2006", | |
| "115": "Ford Mustang Convertible 2007", | |
| "116": "Ford Ranger SuperCab 2011", | |
| "117": "GMC Acadia SUV 2012", | |
| "118": "GMC Canyon Extended Cab 2012", | |
| "119": "GMC Savana Van 2012", | |
| "120": "GMC Terrain SUV 2012", | |
| "121": "GMC Yukon Hybrid SUV 2012", | |
| "122": "Geo Metro Convertible 1993", | |
| "123": "HUMMER H2 SUT Crew Cab 2009", | |
| "124": "HUMMER H3T Crew Cab 2010", | |
| "125": "Honda Accord Coupe 2012", | |
| "126": "Honda Accord Sedan 2012", | |
| "127": "Honda Odyssey Minivan 2007", | |
| "128": "Honda Odyssey Minivan 2012", | |
| "129": "Hyundai Accent Sedan 2012", | |
| "130": "Hyundai Azera Sedan 2012", | |
| "131": "Hyundai Elantra Sedan 2007", | |
| "132": "Hyundai Elantra Touring Hatchback 2012", | |
| "133": "Hyundai Genesis Sedan 2012", | |
| "134": "Hyundai Santa Fe SUV 2012", | |
| "135": "Hyundai Sonata Hybrid Sedan 2012", | |
| "136": "Hyundai Sonata Sedan 2012", | |
| "137": "Hyundai Tucson SUV 2012", | |
| "138": "Hyundai Veloster Hatchback 2012", | |
| "139": "Hyundai Veracruz SUV 2012", | |
| "140": "Infiniti G Coupe IPL 2012", | |
| "141": "Infiniti QX56 SUV 2011", | |
| "142": "Isuzu Ascender SUV 2008", | |
| "143": "Jaguar XK XKR 2012", | |
| "144": "Jeep Compass SUV 2012", | |
| "145": "Jeep Grand Cherokee SUV 2012", | |
| "146": "Jeep Liberty SUV 2012", | |
| "147": "Jeep Patriot SUV 2012", | |
| "148": "Jeep Wrangler SUV 2012", | |
| "149": "Lamborghini Aventador Coupe 2012", | |
| "150": "Lamborghini Diablo Coupe 2001", | |
| "151": "Lamborghini Gallardo LP 570-4 Superleggera 2012", | |
| "152": "Lamborghini Reventon Coupe 2008", | |
| "153": "Land Rover LR2 SUV 2012", | |
| "154": "Land Rover Range Rover SUV 2012", | |
| "155": "Lincoln Town Car Sedan 2011", | |
| "156": "MINI Cooper Roadster Convertible 2012", | |
| "157": "Maybach Landaulet Convertible 2012", | |
| "158": "Mazda Tribute SUV 2011", | |
| "159": "McLaren MP4-12C Coupe 2012", | |
| "160": "Mercedes-Benz 300-Class Convertible 1993", | |
| "161": "Mercedes-Benz C-Class Sedan 2012", | |
| "162": "Mercedes-Benz E-Class Sedan 2012", | |
| "163": "Mercedes-Benz S-Class Sedan 2012", | |
| "164": "Mercedes-Benz SL-Class Coupe 2009", | |
| "165": "Mercedes-Benz Sprinter Van 2012", | |
| "166": "Mitsubishi Lancer Sedan 2012", | |
| "167": "Nissan 240SX Coupe 1998", | |
| "168": "Nissan Juke Hatchback 2012", | |
| "169": "Nissan Leaf Hatchback 2012", | |
| "170": "Nissan NV Passenger Van 2012", | |
| "171": "Plymouth Neon Coupe 1999", | |
| "172": "Porsche Panamera Sedan 2012", | |
| "173": "Ram C", | |
| "174": "Rolls-Royce Ghost Sedan 2012", | |
| "175": "Rolls-Royce Phantom Drophead Coupe Convertible 2012", | |
| "176": "Rolls-Royce Phantom Sedan 2012", | |
| "177": "Scion xD Hatchback 2012", | |
| "178": "Spyker C8 Convertible 2009", | |
| "179": "Spyker C8 Coupe 2009", | |
| "180": "Suzuki Aerio Sedan 2007", | |
| "181": "Suzuki Kizashi Sedan 2012", | |
| "182": "Suzuki SX4 Hatchback 2012", | |
| "183": "Suzuki SX4 Sedan 2012", | |
| "184": "Tesla Model S Sedan 2012", | |
| "185": "Toyota 4Runner SUV 2012", | |
| "186": "Toyota Camry Sedan 2012", | |
| "187": "Toyota Corolla Sedan 2012", | |
| "188": "Toyota Sequoia SUV 2012", | |
| "189": "Volkswagen Beetle Hatchback 2012", | |
| "190": "Volkswagen Golf Hatchback 1991", | |
| "191": "Volkswagen Golf Hatchback 2012", | |
| "192": "Volvo 240 Sedan 1993", | |
| "193": "Volvo C30 Hatchback 2012", | |
| "194": "Volvo XC90 SUV 2007", | |
| "195": "smart fortwo Convertible 2012" | |
| }, | |
| "image_size": 224, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "AM General Hummer SUV 2000": "0", | |
| "Acura Integra Type R 2001": "1", | |
| "Acura RL Sedan 2012": "2", | |
| "Acura TL Sedan 2012": "3", | |
| "Acura TL Type-S 2008": "4", | |
| "Acura TSX Sedan 2012": "5", | |
| "Acura ZDX Hatchback 2012": "6", | |
| "Aston Martin V8 Vantage Convertible 2012": "7", | |
| "Aston Martin V8 Vantage Coupe 2012": "8", | |
| "Aston Martin Virage Convertible 2012": "9", | |
| "Aston Martin Virage Coupe 2012": "10", | |
| "Audi 100 Sedan 1994": "11", | |
| "Audi 100 Wagon 1994": "12", | |
| "Audi A5 Coupe 2012": "13", | |
| "Audi R8 Coupe 2012": "14", | |
| "Audi RS 4 Convertible 2008": "15", | |
| "Audi S4 Sedan 2007": "16", | |
| "Audi S4 Sedan 2012": "17", | |
| "Audi S5 Convertible 2012": "18", | |
| "Audi S5 Coupe 2012": "19", | |
| "Audi S6 Sedan 2011": "20", | |
| "Audi TT Hatchback 2011": "21", | |
| "Audi TT RS Coupe 2012": "22", | |
| "Audi TTS Coupe 2012": "23", | |
| "Audi V8 Sedan 1994": "24", | |
| "BMW 1 Series Convertible 2012": "25", | |
| "BMW 1 Series Coupe 2012": "26", | |
| "BMW 3 Series Sedan 2012": "27", | |
| "BMW 3 Series Wagon 2012": "28", | |
| "BMW 6 Series Convertible 2007": "29", | |
| "BMW ActiveHybrid 5 Sedan 2012": "30", | |
| "BMW M3 Coupe 2012": "31", | |
| "BMW M5 Sedan 2010": "32", | |
| "BMW M6 Convertible 2010": "33", | |
| "BMW X3 SUV 2012": "34", | |
| "BMW X5 SUV 2007": "35", | |
| "BMW X6 SUV 2012": "36", | |
| "BMW Z4 Convertible 2012": "37", | |
| "Bentley Arnage Sedan 2009": "38", | |
| "Bentley Continental Flying Spur Sedan 2007": "39", | |
| "Bentley Continental GT Coupe 2007": "40", | |
| "Bentley Continental GT Coupe 2012": "41", | |
| "Bentley Continental Supersports Conv. Convertible 2012": "42", | |
| "Bentley Mulsanne Sedan 2011": "43", | |
| "Bugatti Veyron 16.4 Convertible 2009": "44", | |
| "Bugatti Veyron 16.4 Coupe 2009": "45", | |
| "Buick Enclave SUV 2012": "46", | |
| "Buick Rainier SUV 2007": "47", | |
| "Buick Regal GS 2012": "48", | |
| "Buick Verano Sedan 2012": "49", | |
| "Cadillac CTS-V Sedan 2012": "50", | |
| "Cadillac Escalade EXT Crew Cab 2007": "51", | |
| "Cadillac SRX SUV 2012": "52", | |
| "Chevrolet Avalanche Crew Cab 2012": "53", | |
| "Chevrolet Camaro Convertible 2012": "54", | |
| "Chevrolet Cobalt SS 2010": "55", | |
| "Chevrolet Corvette Convertible 2012": "56", | |
| "Chevrolet Corvette Ron Fellows Edition Z06 2007": "57", | |
| "Chevrolet Corvette ZR1 2012": "58", | |
| "Chevrolet Express Cargo Van 2007": "59", | |
| "Chevrolet Express Van 2007": "60", | |
| "Chevrolet HHR SS 2010": "61", | |
| "Chevrolet Impala Sedan 2007": "62", | |
| "Chevrolet Malibu Hybrid Sedan 2010": "63", | |
| "Chevrolet Malibu Sedan 2007": "64", | |
| "Chevrolet Monte Carlo Coupe 2007": "65", | |
| "Chevrolet Silverado 1500 Classic Extended Cab 2007": "66", | |
| "Chevrolet Silverado 1500 Extended Cab 2012": "67", | |
| "Chevrolet Silverado 1500 Hybrid Crew Cab 2012": "68", | |
| "Chevrolet Silverado 1500 Regular Cab 2012": "69", | |
| "Chevrolet Silverado 2500HD Regular Cab 2012": "70", | |
| "Chevrolet Sonic Sedan 2012": "71", | |
| "Chevrolet Tahoe Hybrid SUV 2012": "72", | |
| "Chevrolet TrailBlazer SS 2009": "73", | |
| "Chevrolet Traverse SUV 2012": "74", | |
| "Chrysler 300 SRT-8 2010": "75", | |
| "Chrysler Aspen SUV 2009": "76", | |
| "Chrysler Crossfire Convertible 2008": "77", | |
| "Chrysler PT Cruiser Convertible 2008": "78", | |
| "Chrysler Sebring Convertible 2010": "79", | |
| "Chrysler Town and Country Minivan 2012": "80", | |
| "Daewoo Nubira Wagon 2002": "81", | |
| "Dodge Caliber Wagon 2007": "82", | |
| "Dodge Caliber Wagon 2012": "83", | |
| "Dodge Caravan Minivan 1997": "84", | |
| "Dodge Challenger SRT8 2011": "85", | |
| "Dodge Charger SRT-8 2009": "86", | |
| "Dodge Charger Sedan 2012": "87", | |
| "Dodge Dakota Club Cab 2007": "88", | |
| "Dodge Dakota Crew Cab 2010": "89", | |
| "Dodge Durango SUV 2007": "90", | |
| "Dodge Durango SUV 2012": "91", | |
| "Dodge Journey SUV 2012": "92", | |
| "Dodge Magnum Wagon 2008": "93", | |
| "Dodge Ram Pickup 3500 Crew Cab 2010": "94", | |
| "Dodge Ram Pickup 3500 Quad Cab 2009": "95", | |
| "Dodge Sprinter Cargo Van 2009": "96", | |
| "Eagle Talon Hatchback 1998": "97", | |
| "FIAT 500 Abarth 2012": "98", | |
| "FIAT 500 Convertible 2012": "99", | |
| "Ferrari 458 Italia Convertible 2012": "100", | |
| "Ferrari 458 Italia Coupe 2012": "101", | |
| "Ferrari California Convertible 2012": "102", | |
| "Ferrari FF Coupe 2012": "103", | |
| "Fisker Karma Sedan 2012": "104", | |
| "Ford E-Series Wagon Van 2012": "105", | |
| "Ford Edge SUV 2012": "106", | |
| "Ford Expedition EL SUV 2009": "107", | |
| "Ford F-150 Regular Cab 2007": "108", | |
| "Ford F-150 Regular Cab 2012": "109", | |
| "Ford F-450 Super Duty Crew Cab 2012": "110", | |
| "Ford Fiesta Sedan 2012": "111", | |
| "Ford Focus Sedan 2007": "112", | |
| "Ford Freestar Minivan 2007": "113", | |
| "Ford GT Coupe 2006": "114", | |
| "Ford Mustang Convertible 2007": "115", | |
| "Ford Ranger SuperCab 2011": "116", | |
| "GMC Acadia SUV 2012": "117", | |
| "GMC Canyon Extended Cab 2012": "118", | |
| "GMC Savana Van 2012": "119", | |
| "GMC Terrain SUV 2012": "120", | |
| "GMC Yukon Hybrid SUV 2012": "121", | |
| "Geo Metro Convertible 1993": "122", | |
| "HUMMER H2 SUT Crew Cab 2009": "123", | |
| "HUMMER H3T Crew Cab 2010": "124", | |
| "Honda Accord Coupe 2012": "125", | |
| "Honda Accord Sedan 2012": "126", | |
| "Honda Odyssey Minivan 2007": "127", | |
| "Honda Odyssey Minivan 2012": "128", | |
| "Hyundai Accent Sedan 2012": "129", | |
| "Hyundai Azera Sedan 2012": "130", | |
| "Hyundai Elantra Sedan 2007": "131", | |
| "Hyundai Elantra Touring Hatchback 2012": "132", | |
| "Hyundai Genesis Sedan 2012": "133", | |
| "Hyundai Santa Fe SUV 2012": "134", | |
| "Hyundai Sonata Hybrid Sedan 2012": "135", | |
| "Hyundai Sonata Sedan 2012": "136", | |
| "Hyundai Tucson SUV 2012": "137", | |
| "Hyundai Veloster Hatchback 2012": "138", | |
| "Hyundai Veracruz SUV 2012": "139", | |
| "Infiniti G Coupe IPL 2012": "140", | |
| "Infiniti QX56 SUV 2011": "141", | |
| "Isuzu Ascender SUV 2008": "142", | |
| "Jaguar XK XKR 2012": "143", | |
| "Jeep Compass SUV 2012": "144", | |
| "Jeep Grand Cherokee SUV 2012": "145", | |
| "Jeep Liberty SUV 2012": "146", | |
| "Jeep Patriot SUV 2012": "147", | |
| "Jeep Wrangler SUV 2012": "148", | |
| "Lamborghini Aventador Coupe 2012": "149", | |
| "Lamborghini Diablo Coupe 2001": "150", | |
| "Lamborghini Gallardo LP 570-4 Superleggera 2012": "151", | |
| "Lamborghini Reventon Coupe 2008": "152", | |
| "Land Rover LR2 SUV 2012": "153", | |
| "Land Rover Range Rover SUV 2012": "154", | |
| "Lincoln Town Car Sedan 2011": "155", | |
| "MINI Cooper Roadster Convertible 2012": "156", | |
| "Maybach Landaulet Convertible 2012": "157", | |
| "Mazda Tribute SUV 2011": "158", | |
| "McLaren MP4-12C Coupe 2012": "159", | |
| "Mercedes-Benz 300-Class Convertible 1993": "160", | |
| "Mercedes-Benz C-Class Sedan 2012": "161", | |
| "Mercedes-Benz E-Class Sedan 2012": "162", | |
| "Mercedes-Benz S-Class Sedan 2012": "163", | |
| "Mercedes-Benz SL-Class Coupe 2009": "164", | |
| "Mercedes-Benz Sprinter Van 2012": "165", | |
| "Mitsubishi Lancer Sedan 2012": "166", | |
| "Nissan 240SX Coupe 1998": "167", | |
| "Nissan Juke Hatchback 2012": "168", | |
| "Nissan Leaf Hatchback 2012": "169", | |
| "Nissan NV Passenger Van 2012": "170", | |
| "Plymouth Neon Coupe 1999": "171", | |
| "Porsche Panamera Sedan 2012": "172", | |
| "Ram C": "173", | |
| "Rolls-Royce Ghost Sedan 2012": "174", | |
| "Rolls-Royce Phantom Drophead Coupe Convertible 2012": "175", | |
| "Rolls-Royce Phantom Sedan 2012": "176", | |
| "Scion xD Hatchback 2012": "177", | |
| "Spyker C8 Convertible 2009": "178", | |
| "Spyker C8 Coupe 2009": "179", | |
| "Suzuki Aerio Sedan 2007": "180", | |
| "Suzuki Kizashi Sedan 2012": "181", | |
| "Suzuki SX4 Hatchback 2012": "182", | |
| "Suzuki SX4 Sedan 2012": "183", | |
| "Tesla Model S Sedan 2012": "184", | |
| "Toyota 4Runner SUV 2012": "185", | |
| "Toyota Camry Sedan 2012": "186", | |
| "Toyota Corolla Sedan 2012": "187", | |
| "Toyota Sequoia SUV 2012": "188", | |
| "Volkswagen Beetle Hatchback 2012": "189", | |
| "Volkswagen Golf Hatchback 1991": "190", | |
| "Volkswagen Golf Hatchback 2012": "191", | |
| "Volvo 240 Sedan 1993": "192", | |
| "Volvo C30 Hatchback 2012": "193", | |
| "Volvo XC90 SUV 2007": "194", | |
| "smart fortwo Convertible 2012": "195" | |
| }, | |
| "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": "4.35.2" | |
| } | |