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IPython Notebook to build the model for Plant Disease Prediction

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Pranav-Nagpure/Plant-Disease-Prediction-NB

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Plant Disease Prediction

Built Using

Python Keras TensorFlow ScikitLearn Matplotlib NumPy Pandas

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About

Predict the Disease in Plants from its images using the Efficient Net Model.

  • Model is built and trained without transfer learning.

  • Dataset has high class imbalance which is addresed by generating augmented images for classes with less data and sampling equal number of images for each class.

Data Source: https://www.kaggle.com/datasets/saroz014/plant-disease