Deep learning algorithms, such as convolutional neural networks (CNNs), have been widely studied and applied in various fields including agriculture. Agriculture is the most important source of food income human life. In countries, backbone economy based on Pests are one major challenges crop production worldwide. To reduce overall economic loss from pests, advancement computer vision artificia...