Determination of Leaf Diseases Using Deep Learning

Agriculture is the back bone of India and it is going down because of many reasons and one of the main reasons is plants getting affected by diseases. In this process the data’s are collected from Kaggle data set. The network includes three classes early blights, late blights and healthy conditions of the leaves which works on TensorFlow platform. In this work Convolutional Deep neural network helps the model to learn using various layers based on looping process. It uses the multiclass classification. This paper proposes of various modules which includes (i) Pre-processing module (ii) Normalization (iii) Layers (iv) Optimizer (v) Model fit (v) E-poach.