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rice-diseases

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In this project, I used Hybrid deep CNN transfer learning on rice plant images, perform classification and identification of various rice diseases. I employed Transfer Learning to generate our deep learning model using Rice Leaf Dataset from a secondary source. The proposed model is 90.8% accurate, Experiments show that the proposed approach is …

  • Updated May 29, 2022
  • Jupyter Notebook

This dataset contains 120 jpg images of disease-infected rice leaves. The images are grouped into 3 classes based on the type of disease. There are 40 images in each class. Classes 2. Leaf smut 3. Brown spot 3.Bacterial leaf blight

  • Updated Mar 5, 2024
  • Jupyter Notebook

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