CNN-Mango-Leaf-Disease-Classification

A Convolutional Neural Network (CNN) models to classify mango plant disease using mango leaf photos. Here is a list of diseases that can be classified using this CNN model:

1. Anthracnose
2. Bacterial Canker
3. Powdery Mildew

Models performance:

Link to the dataset:

https://www.kaggle.com/datasets/aryashah2k/mango-leaf-disease-dataset/data

Sources and references:

• Fitrianingsih, F. dan Rodiah, R. 2021. Klasifikasi Jenis Citra Daun Mangga Menggunakan Convolutional Neural Network. Jurnal Ilmiah Teknologi dan Rekayasa, 25(3), pp.223-238.
• Saragih, V.R. et al. 2024. Detection of mango leaf disease using the convolution neural network method. TEKNOSAINS: Jurnal Sains, Teknologi dan Informatika, 11(1), pp.62-70.
• Rinanda, P.D. et al. 2024. Implementation of Convolutional Neural Network (CNN) for Image Classification of Leaf Disease In Mango Plants Using Deep Learning Approach. Public Research Journal of Engineering, Data Technology and Computer Science, 1(2), pp.56-61.