A model of a convolutional neural network and software for typical insect pests recognition

• Published in: Проблеми програмування
• Date: 2021
• Main Authors: Bezliudnyi, Y.S., Shymkovysh, V.M., Doroshenko, A.Yu.
• Format: Article
• Language: English
• Published: Інститут програмних систем НАН України 2021
• Subjects: Моделі та методи машинного навчання
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/183498
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: A model of a convolutional neural network and software for typical insect pests recognition / Y.S. Bezliudnyi, V.M. Shymkovysh, A.Yu. Doroshenko // Проблеми програмування. — 2021. — № 4. — С. 95-102. — Бібліогр.: 20 назв. — англ.

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...