2024, Kuzevanov, V. O., Tikhomirova, D. V., Тихомирова, Дарья Валерьевна

This paper presents an example of a system to improve the process of sorting recyclables by using deep learning techniques to automatically detect, classify and visualize recycling codes on product packages. In this paper, the authors discuss various approaches to optical character recognition and object detection in a video stream or image. The authors have developed and proposed a combination of neural networks for detection and classification of recycling codes. The proposed neural network system is designed to facilitate efficient recycling processes by automating the identification of recycling symbols, thereby facilitating the sorting and processing of recyclables.