Rice Image Classification using CNN

This project implements a Convolutional Neural Network (CNN) to classify different varieties of rice using an image dataset.
Originally built and trained on Kaggle.

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Dataset

Rice Image Dataset from Kaggle:
👉 Rice Image Dataset Rice Image Dataset Five different Rice Image Dataset. Arborio, Basmati, Ipsala, Jasmine, Karacadag Arborio, Basmati, Ipsala, Jasmine and Karacadag rice varieties were used. The dataset (1) has 75K images including 15K pieces from each rice variety. The dataset (2) has 12 morphological, 4 shape and 90 color features.

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How to Use

1. Clone the repository:

   git clone https://github.com/muhammadfahd/CNN-implementation-using-rice-image.git
   cd CNN-implementation-using-rice-image
   cd notebooks practical-cnn-implementation-using-rice-images.ipynb

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✨ Author : Muhammad Fahad Bashir Kaggle Profile GitHub Profile