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commit files to HF hub

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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: leaf-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: 0.3777777850627899
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+ ---
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+
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+ # leaf-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": "Alternaria Leaf Spot",
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+ "1": "Angular Leaf Spot",
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+ "10": "Fusarium Wilt",
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+ "11": "Gray Mold",
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+ "12": "Leaf Spot",
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+ "13": "Powdery Mildew",
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+ "14": "Rust",
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+ "15": "Septoria Leaf Spot",
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+ "16": "White Rust",
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+ "17": "Yellow Leaf Curl Virus",
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+ "2": "Anthracnose",
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+ "3": "Bacterial Blight",
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+ "4": "Bacterial Spot",
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+ "5": "Black Spot",
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+ "6": "Cercospora Leaf Spot",
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+ "7": "Cucumber Mosaic Virus",
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+ "8": "Downy Mildew",
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+ "9": "Early Blight"
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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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+ "Alternaria Leaf Spot": "0",
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+ "Angular Leaf Spot": "1",
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+ "Anthracnose": "2",
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+ "Bacterial Blight": "3",
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+ "Bacterial Spot": "4",
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+ "Black Spot": "5",
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+ "Cercospora Leaf Spot": "6",
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+ "Cucumber Mosaic Virus": "7",
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+ "Downy Mildew": "8",
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+ "Early Blight": "9",
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+ "Fusarium Wilt": "10",
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+ "Gray Mold": "11",
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+ "Leaf Spot": "12",
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+ "Powdery Mildew": "13",
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+ "Rust": "14",
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+ "Septoria Leaf Spot": "15",
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+ "White Rust": "16",
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+ "Yellow Leaf Curl Virus": "17"
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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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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "image_mean": [
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+ 0.5,
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+ 0.5
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+ ],
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+ "image_processor_type": "ViTFeatureExtractor",
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+ "image_std": [
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+ 0.5,
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+ "resample": 2,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "height": 224,
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+ "width": 224
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+ }
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+ }
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