Registration Number
0220U101571,
0118U003139
, R & D reports
Title
Development of the electronic kraudfanding platform for indexing, searching, classification and analysis of metric books and other historical documents.
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Head
Baiev Artem V.,
Registration Date
14-02-2020
Organization
Vasyl' Stus Donetsk National University
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Problems encountered in the development of automated image recognition systems have been studied. Decomposition of the task of automatic recognition of handwriting was carried out. Work has been done to find and study the algorithms and methods needed to develop an automated system-based pattern recognition system.
For each block of handwriting recognition, the most suitable algorithms were selected and the architecture of these blocks was constructed. A development stack was selected for the computerized implementation of such a system.
Each module was implemented and tested by selected means. A data set was selected for the word recognition module and a neural network training was conducted. The quality control of the model was conducted and the results of the training were analyzed.
Product Description
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Barkalov Olexandr O.
Kozyr Sergiy M.
Petranova Maryna Yu.
Prihunov Oleksii V.
Proskuriakov Vladyslav O.
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2020-04-02
