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Rice-Variety-classification-with-ANN-CNN-model

Rice Image Dataset

DATASET: https://www.muratkoklu.com/datasets/

Highlights • 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.

• ANN, DNN and CNN models were used to classify rice varieties.

• Classified with an accuracy rate of 100% through the CNN model created.

• The models used achieved successful results in the classification of rice varieties.

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