Solving the Problems of Couting Objects in Complicated Conditions for Obtaining Images

Authors

  • Volodymyr Kotsyubinsky Department of automation and information measuring devices, Vinnytsia national technical university
  • Roman Kvyetnyy Department of automation and information measuring devices, Vinnytsia national technical university
  • Alexandr Kyrylenko Department of automation and information measuring devices, Vinnytsia national technical university
  • Oleg Bisikalo Department of automation and information measuring devices, Vinnytsia national technical university
  • Roman Maslii Department of automation and information measuring devices, Vinnytsia national technical university

Keywords:

object detection, object counting, deep learning, OpenCV

Abstract

in this paper we investigate the problem of processing images obtained in difficult conditions using convolutional neural networks to determine the number of cars from low quality video recorded by cameras.

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Published

2018-05-19

Issue

2018: INFORMATION TECHNOLOGIES AND COMPUTER MODELLING proceedings of the International Scientific Conference

Section

Section 1 Information technologies in technical and special purpose systems, information technologies in society, education, medicine, economics, management, ecology and law