Vladimir Garmash

Vinnytsia National Technical University

21000, 95 Khmelnytske Shosse., Vinnytsia, Ukraine

 garmash.v.v@vntu.edu.ua

Development of an advanced web application with a convolutional neural network for image recognition

24.03.2021

Maria Baraban*, Sergey Baraban, Vladimir Garmash

baraban@vntu.edu.ua

  • Keywords Progressive Web App; web application; convolutional neural network; imagerecognition
  • DOI https://doi.org/10.31649/1999-9941-2021-50-1-7-14

Analysis of methods for detecting anomalies in images

30.05.2024

Roman Maslii, Vladimir Garmash*, Petro Kovalchuk, Vladyslav Kabachii

garmash.v.v@vntu.edu.ua

  • Keywords modeling, image processing, anomaly detection, background model, machine learning
  • DOI https://doi.org/10.31649/1999-9941-2024-59-1-13-22

Neural network architecture for real-time QR code recognition

26.12.2024

Hlib Serediuk, Vladimir Garmash*

garmash.v.v@vntu.edu.ua

  • Keywords convolutional neural networks; mobile devices; video stream processing; Early Stopping Mechanism; residual-and-excitation units; computer vision
  • DOI https://doi.org/10.63341/vitce/3.2024.09

Analysis of the impact of cross-platform behaviour on recommendation quality

24.04.2025

Anton Pakula, Vladimir Garmash*

garmash.v.v@vntu.edu.ua

  • Keywords data integration; content personalisation; data privacy; machine learning; user experience; recommendation algorithms; Big Data
  • DOI https://doi.org/10.63341/vitce/1.2025.30