Convolutional neural network model and software for classification of typical pests

• Date: 2022
• Main Authors: Bezliudnyi, Y.S., Shymkovysh, V.M., Doroshenko, A.Yu.
• Format: Article
• Language: English
• Published: PROBLEMS IN PROGRAMMING 2022
• Subjects: image classification; convolutional neural networks; modular architecture; Python; Keras; UDC 004.93’1
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/478
• Journal Title: Problems in programming

A model of a convolutional neural network, a dataset for neural network training, and a software tool for the classification of typical insect pests have been developed, which allows recognizing the class of insect pests from an image. The structure of the neural network model was optimized to impro...