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Information × Registration Number 0219U004039, 0118U003139 , R & D reports Title Development of the electronic kraudfanding platform for indexing, searching, classification and analysis of metric books and other historical documents. popup.stage_title Head Baiev Artem Viktorovich, Registration Date 12-03-2019 Organization Donetsk State University popup.description2 A prototype of software has been prepared for downloading, preprocessing, saving and searching for electronic images of historical documents. The software includes a tool for marking documents with fixation in the database and forming a data set for learning the algorithm for automatic recognition of handwritten texts. A study of the existing neural network architectures and natural language processing algorithms has been carried out, as well as their adaptation for the Ukrainian and Russian language vocabulary. As a main hypothesis of the project, it is proposed to use the neural network temporal classification algorithm for network training, which will consist of a modified sequence of a convolutional network and a network of long short-term memory. Product Description popup.authors Баєв Артем Вікторович Козир Сергій Михайлович Кушнір Павло Тимофійович Прігунов Олексій Володимирович Проскуряков Владислав Олегович popup.nrat_date 2020-04-02 Close