Convolutional neural network based pest and disease recognition

Abstract

In recent years, convolutional neural network, as one of the most representative algorithms of deep learning, has good generalization and accuracy. Crop pest and disease identification combined with image technology is an inevitable trend of future agricultural development, which plays a very important role in maintaining ecological balance, guaranteeing China's food security as well as improving the quality of China's food.