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The Development of a Software System for Solving the Problem of Data Classification and Data Processing

  • Askar BoranbayevEmail author
  • Seilkhan Boranbayev
  • Askar Nurbekov
  • Roman Taberkhan
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 800)

Abstract

The Viola-Jones and HOG methods for face detection, and convolutional neural networks for face recognition are used to implement the developed software system. Algorithm testing was conducted. The accuracy of image recognition by these algorithms is estimated. The software system allows you to select any of these algorithms to solve the detection and recognition problem.

Keywords

Algorithm Method Program System Classification Data 

Notes

Acknowledgment

This work was done as part of a research grant №AP05131784 of the Ministry of Education and Science of the Republic of Kazakhstan for 2018–2020.

References

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Askar Boranbayev
    • 1
    Email author
  • Seilkhan Boranbayev
    • 2
  • Askar Nurbekov
    • 2
  • Roman Taberkhan
    • 2
  1. 1.Department of Computer ScienceNazarbayev UniversityAstanaKazakhstan
  2. 2.Department of Information SystemsL.N. Gumilyov Eurasian National UniversityAstanaKazakhstan

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