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Create config.json

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  1. config.json +32 -0
config.json ADDED
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+ {
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+ "model_type": "resnet",
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+ "task": "image-classification",
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+ "framework": "pytorch",
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+ "pipeline_tag": "image-classification",
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+ "num_classes": 3,
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+ "class_labels": ["fa", "p_def", "blb"],
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+ "input_shape": [224, 224, 3],
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+ "preprocessing": {
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+ "resize": 256,
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+ "center_crop": 224,
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+ "normalize": [0.485, 0.456, 0.406],
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+ "normalize_std": [0.229, 0.224, 0.225]
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+ },
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+ "metrics": {
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+ "validation_accuracy": "93.82%",
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+ "per_class_accuracy": {
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+ "fa": "100.00%",
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+ "p_def": "86.21%",
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+ "blb": "95.00%"
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+ }
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+ },
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+ "license": "apache-2.0",
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+ "tags": [
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+ "image-classification",
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+ "crop-anomaly-detection",
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+ "agriculture",
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+ "resnet50",
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+ "deep-learning"
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+ ],
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+ "description": "ResNet50 model for 3-class anomaly detection. The model classifies images as Fall Armyworm (fa), Phosphorus Deficiency (p_def), or Bacterial Leaf Blight (blb)."
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+ }