The Concept Of Deep Learning: Recognizing Elements In Cartographic Images

Autor: Belous, R. V., Krуlov, E. V., Anikin, V. K.
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник, 2020, № 2 (37)
Popis: In the process of digitizing archives, there is a problem of transferring the obtained data to a vector image to further work with the obtained result, for example, take the cartographic schemes of hydraulic structures. To solve this problem, consider deep learning. Deep learning, in turn, is a class of machine learning algorithms that uses a multilayer system of nonlinear filters to separate the required characteristics with transformations. Consider how deep learning works, on the example of recognizing elements in a cartographic image.
Databáze: OpenAIRE