This article describes the mechanism of neural networks, and in particular the mechanism of facial recognition. The basic principle of face recognition with such stages as detection, normalization, extraction is highlighted.

Modern e-commerce advertising requires the use of advanced data analysis technologies to improve the effectiveness of user interaction. One of the effective approaches to managing advertising companies is the use of neural networks such as Long Short-Term Memory (LSTM). In this paper, we consider the ...

This paper deals with the technique of constructing a density map of distribution of nucleus structures in cells based on digital microscopy data using modern deep learning methods. Nucleus organisers, which are key chromosome sites for rRNA synthesis, play an important role in studying the proliferative ...

An innovative approach to optimizing product placement in retail using artificial intelligence is proposed. The method is based on the application of the LLaMA 3 family Large Language Model for analyzing and interpreting regulatory documents, as well as optimization algorithms for creating effective ...

The finite element method (FEM) is a vital tool in the engineering field, enabling detailed temperature distribution analysis in complex systems like processor radiators. This study highlights the process and methodology of FEM, emphasizing its flexibility and precision in modeling intricate geometries ...

The method of transfer matrices for calculating optical properties of InGaAs/AlGaAs/GaAs heterostructures with different number of quantum wells is considered. The maximum optical confinement factor depending on the number of quantum wells and thicknesses of waveguide layers are calculated.

The paper reviews existing methods for detecting smoke in video images, taking into account accuracy and performance. Smoke images and their sequences have visual features: specific brightness and color characteristics, indefinite shape, directed low-speed movement, reduction in the energy of ...

The main advantage of nonparametric statistics, including ordinal (rank) statistics, is their independence both from the parameters and from the type of distribution of the random variable. The proposed two methods for estimating the empirical distribution function, based on order statistics: a reliable ...

In this article the description of the problem of recognizing potential anthropogenic threats is given. The methods used to recognize potential anthropogenic threats are analyzed.

The onboard embedded systems of agricultural machinery manufactured by JSC Tsvetotron are considered: an information management system, a multifunctional terminal, an on-board information management system, a preservative application system, a universal mass control system for the components of the ...