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README.md ADDED
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+
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+ ---
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+ tags:
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+ - image-classification
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+ - pytorch
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+ - huggingpics
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+ metrics:
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+ - accuracy
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+
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+ model-index:
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+ - name: fruit-disease-classifier
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+ results:
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+ - task:
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+ name: Image Classification
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+ type: image-classification
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+ metrics:
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+ - name: Accuracy
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+ type: accuracy
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+ value: 0.6404494643211365
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+ ---
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+
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+ # fruit-disease-classifier
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+
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+
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+ Autogenerated by a tweeked version HuggingPics🤗🖼️
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+
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+
config.json ADDED
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+ {
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+ "_name_or_path": "google/vit-base-patch16-224-in21k",
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+ "architectures": [
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+ "ViTForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "Anthracnose Fruit Rot",
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+ "1": "Apple Scab",
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+ "10": "Grape Anthracnose",
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+ "11": "Grape Downy Mildew",
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+ "12": "Late Blight",
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+ "13": "Melon Powdery Mildew",
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+ "14": "Peach Leaf Curl",
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+ "15": "Pear Scab",
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+ "16": "Plum Pox Virus",
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+ "17": "Strawberry Leaf Spot",
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+ "18": "Tomato Mosaic Virus",
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+ "19": "Tomato Yellow Leaf Curl Virus",
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+ "2": "Blossom End Rot",
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+ "3": "Blueberry Rust",
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+ "4": "Brown Rot",
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+ "5": "Cherry Brown Rot",
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+ "6": "Citrus Canker",
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+ "7": "Citrus Scab",
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+ "8": "Fire Blight",
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+ "9": "Fusarium Wilt"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "Anthracnose Fruit Rot": "0",
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+ "Apple Scab": "1",
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+ "Blossom End Rot": "2",
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+ "Blueberry Rust": "3",
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+ "Brown Rot": "4",
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+ "Cherry Brown Rot": "5",
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+ "Citrus Canker": "6",
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+ "Citrus Scab": "7",
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+ "Fire Blight": "8",
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+ "Fusarium Wilt": "9",
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+ "Grape Anthracnose": "10",
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+ "Grape Downy Mildew": "11",
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+ "Late Blight": "12",
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+ "Melon Powdery Mildew": "13",
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+ "Peach Leaf Curl": "14",
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+ "Pear Scab": "15",
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+ "Plum Pox Virus": "16",
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+ "Strawberry Leaf Spot": "17",
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+ "Tomato Mosaic Virus": "18",
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+ "Tomato Yellow Leaf Curl Virus": "19"
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.35.2"
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+ }
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preprocessor_config.json ADDED
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+ {
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+ "image_processor_type": "ViTFeatureExtractor",
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+ "size": {
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+ }
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