An Approach for Detecting Rice Leaf Disease Using Convolutional Neural Network

Abstract

Our Agriculture is mainly based on rice. Almost 75% of our agricultural land is covered by rice field. 28% of GPD comes from rice. Rice production is being increased every year. But due to leaf disease our farmers are losing huge amount of profit. So, we have decided to find an easy solution where farmers can detect the diseases and get proper help. We have collected three types of diseases demo and build a dataset. Farmers will get help via Facebook messenger and our dedicated android app. They will simply capture the photo and received help.