The neural network models effectiveness for face detection and face recognition

K Smelyakov, A Chupryna… - 2021 IEEE Open …, 2021 - ieeexplore.ieee.org
The paper is devoted to estimation of the effectiveness of the use of modern convolutional
neural networks for face detection and face recognition. On standard and custom datasets …

Search by image engine for big data warehouse

K Smelyakov, A Chupryna, D Sandrkin… - 2020 IEEE Open …, 2020 - ieeexplore.ieee.org
The paper discusses promising ways to build an invariant model and an efficient image
search algorithm in Big Image Warehouse. Based on open data using the appropriate …

[PDF][PDF] Effectiveness of Modern Text Recognition Solutions and Tools for Common Data Sources.

K Smelyakov, A Chupryna, D Darahan, S Midina - COLINS, 2021 - academia.edu
In the article features of functioning of the most common optical character recognition (OCR)
tools EasyOCR and TesserOCR are considered; experimental analysis of results of work of …

[PDF][PDF] Machine Learning Models Efficiency Analysis for Image Classification Problem.

K Smelyakov, Y Honchar, O Bohomolov, A Chupryna - COLINS, 2022 - ceur-ws.org
The article is devoted to the analysis of the effectiveness of the application of modern
machine learning models of convolutional neural networks, which are used for image …

[PDF][PDF] Lung X-Ray Images Preprocessing Algorithms for COVID-19 Diagnosing Intelligent Systems.

K Smelyakov, A Chupryna, O Bohomolov, E Vakulik - COLINS, 2022 - ceur-ws.org
Most of the current COVID-19 smart diagnostic systems use convolutional neural networks to
detect foci and classify the stages of the disease on X-rays of the lungs. The conditions for …

Information security of Ukraine: social and humanitarian aspects

N Averianova, T Voropayeva - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The article is devoted to the analysis of social and humanitarian aspects of Information
security of Ukraine. The armed conflict on the territory of Ukraine is considered as an …

[PDF][PDF] Identification of Modern Facial Emotion Recognition Models.

K Smelyakov, O Bohomolov, MKA Chupryna - COLINS, 2022 - ceur-ws.org
The paper is devoted to the problem of developing a generalized algorithm for the effective
identification of computational intelligence models used to recognize emotions by a person's …

[PDF][PDF] Object-Based Image Comparison Algorithm Development for Data Storage Management Systems.

K Smelyakov, O Prokopenko, A Chupryna - COLINS, 2022 - ceur-ws.org
Continuous development of big image storage management systems requires development
and introduction of efficient searching and image comparison algorithms. In the scope of this …

[PDF][PDF] Building of Regression Models for Cryptocurrency Price Prediction.

K Smelyakov, O Bizkrovnyi, N Sharonova, S Smelyakov… - COLINS, 2022 - ceur-ws.org
This article is an investigation of factors that can affect cryptocurrency price and their usage
in regression models to determine which model type and the algorithm itself is best-suited …

Research and Development of Information Technology for Determining Shoe Size by Image

I Sakharov, K Smelyakov… - 2023 IEEE Open …, 2023 - ieeexplore.ieee.org
The paper is devoted to the problem of developing information technology for determining
the shoe size by a two-dimensional image. To solve this problem, it was chosen a real data …