commit files to HF hub

README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: CarViT
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8122026920318604
+---
+
+# CarViT
+
+ 
+CarViT - Car make classifier that can identify 40 manufacturers.
+
+
+## Example Images
+
+
+#### Acura
+
+![Acura](images/Acura.jpg)
+
+#### Alfa Romeo
+
+![Alfa Romeo](images/Alfa_Romeo.jpg)
+
+#### Aston Martin
+
+![Aston Martin](images/Aston_Martin.jpg)
+
+#### Audi
+
+![Audi](images/Audi.jpg)
+
+#### BMW
+
+![BMW](images/BMW.jpg)
+
+#### Bentley
+
+![Bentley](images/Bentley.jpg)
+
+#### Buick
+
+![Buick](images/Buick.jpg)
+
+#### Cadillac
+
+![Cadillac](images/Cadillac.jpg)
+
+#### Chevrolet
+
+![Chevrolet](images/Chevrolet.jpg)
+
+#### Chrysler
+
+![Chrysler](images/Chrysler.jpg)
+
+#### Dodge
+
+![Dodge](images/Dodge.jpg)
+
+#### FIAT
+
+![FIAT](images/FIAT.jpg)
+
+#### Ferrari
+
+![Ferrari](images/Ferrari.jpg)
+
+#### Ford
+
+![Ford](images/Ford.jpg)
+
+#### GMC
+
+![GMC](images/GMC.jpg)
+
+#### Genesis
+
+![Genesis](images/Genesis.jpg)
+
+#### Honda
+
+![Honda](images/Honda.jpg)
+
+#### Hyundai
+
+![Hyundai](images/Hyundai.jpg)
+
+#### INFINITI
+
+![INFINITI](images/INFINITI.jpg)
+
+#### Jaguar
+
+![Jaguar](images/Jaguar.jpg)
+
+#### Jeep
+
+![Jeep](images/Jeep.jpg)
+
+#### Kia
+
+![Kia](images/Kia.jpg)
+
+#### Lamborghini
+
+![Lamborghini](images/Lamborghini.jpg)
+
+#### Land Rover
+
+![Land Rover](images/Land_Rover.jpg)
+
+#### Lexus
+
+![Lexus](images/Lexus.jpg)
+
+#### Lincoln
+
+![Lincoln](images/Lincoln.jpg)
+
+#### MINI
+
+![MINI](images/MINI.jpg)
+
+#### Maserati
+
+![Maserati](images/Maserati.jpg)
+
+#### Mazda
+
+![Mazda](images/Mazda.jpg)
+
+#### McLaren
+
+![McLaren](images/McLaren.jpg)
+
+#### Mercedes-Benz
+
+![Mercedes-Benz](images/Mercedes-Benz.jpg)
+
+#### Mitsubishi
+
+![Mitsubishi](images/Mitsubishi.jpg)
+
+#### Nissan
+
+![Nissan](images/Nissan.jpg)
+
+#### Porsche
+
+![Porsche](images/Porsche.jpg)
+
+#### Ram
+
+![Ram](images/Ram.jpg)
+
+#### Rolls-Royce
+
+![Rolls-Royce](images/Rolls-Royce.jpg)
+
+#### Subaru
+
+![Subaru](images/Subaru.jpg)
+
+#### Tesla
+
+![Tesla](images/Tesla.jpg)
+
+#### Toyota
+
+![Toyota](images/Toyota.jpg)
+
+#### Volkswagen
+
+![Volkswagen](images/Volkswagen.jpg)
+
+#### Volvo
+
+![Volvo](images/Volvo.jpg)
+
+#### smart
+
+![smart](images/smart.jpg)

config.json

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+{
+  "_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": "Acura",
+    "1": "Alfa Romeo",
+    "10": "Dodge",
+    "11": "FIAT",
+    "12": "Ferrari",
+    "13": "Ford",
+    "14": "GMC",
+    "15": "Genesis",
+    "16": "Honda",
+    "17": "Hyundai",
+    "18": "INFINITI",
+    "19": "Jaguar",
+    "2": "Aston Martin",
+    "20": "Jeep",
+    "21": "Kia",
+    "22": "Lamborghini",
+    "23": "Land Rover",
+    "24": "Lexus",
+    "25": "Lincoln",
+    "26": "MINI",
+    "27": "Maserati",
+    "28": "Mazda",
+    "29": "McLaren",
+    "3": "Audi",
+    "30": "Mercedes-Benz",
+    "31": "Mitsubishi",
+    "32": "Nissan",
+    "33": "Porsche",
+    "34": "Ram",
+    "35": "Rolls-Royce",
+    "36": "Subaru",
+    "37": "Tesla",
+    "38": "Toyota",
+    "39": "Volkswagen",
+    "4": "BMW",
+    "40": "Volvo",
+    "41": "smart",
+    "5": "Bentley",
+    "6": "Buick",
+    "7": "Cadillac",
+    "8": "Chevrolet",
+    "9": "Chrysler"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Acura": "0",
+    "Alfa Romeo": "1",
+    "Aston Martin": "2",
+    "Audi": "3",
+    "BMW": "4",
+    "Bentley": "5",
+    "Buick": "6",
+    "Cadillac": "7",
+    "Chevrolet": "8",
+    "Chrysler": "9",
+    "Dodge": "10",
+    "FIAT": "11",
+    "Ferrari": "12",
+    "Ford": "13",
+    "GMC": "14",
+    "Genesis": "15",
+    "Honda": "16",
+    "Hyundai": "17",
+    "INFINITI": "18",
+    "Jaguar": "19",
+    "Jeep": "20",
+    "Kia": "21",
+    "Lamborghini": "22",
+    "Land Rover": "23",
+    "Lexus": "24",
+    "Lincoln": "25",
+    "MINI": "26",
+    "Maserati": "27",
+    "Mazda": "28",
+    "McLaren": "29",
+    "Mercedes-Benz": "30",
+    "Mitsubishi": "31",
+    "Nissan": "32",
+    "Porsche": "33",
+    "Ram": "34",
+    "Rolls-Royce": "35",
+    "Subaru": "36",
+    "Tesla": "37",
+    "Toyota": "38",
+    "Volkswagen": "39",
+    "Volvo": "40",
+    "smart": "41"
+  },
+  "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": "4.17.0"
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "size": 224
+}

pytorch_model.bin

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+oid sha256:599560fd9cae61076c8ef22751390736d87a3ce870aa3ad8260e08290af6f6f8
+size 343400945

runs/events.out.tfevents.1648305255.f0cf4d607bb3.81.0

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