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PlantDiseaseClassification

  • Building a CNN based classifier to classify regional plant diseases given the plant leaf image.
  • Load the trained weights in to the model to classify the input image.
  • Ensure the dimension of the image passed to the network is 100x100x3
  • You can modify all hyperparameters in main.py to trian from the scratch (i.e., With random initialization of Parameters)

Dataset: Plant Village

Only a subset of classes (specific to the region) in the dataset were considered.

Architecture

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Outputs

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