Deep learning application for box-office evaluation of images

The possibility of application a convolutional neural network to assess the box-office effect of digital images is reviewed. We studied various conditions for sample preparation, optimizer algorithms, the number of pixels in the samples, the size of the training sample, color schemes, compression qu...

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Bibliographic Details
Main Authors: Vadim Efremtsev, Nikolay Efremtsev, Evgeniy Teterin, Petr Teterin, Vladislav Gantsovsky
Format: Article
Language:English
Published: Samara National Research University 2020-02-01
Series:Компьютерная оптика
Subjects:
Online Access:http://computeroptics.smr.ru/KO/PDF/KO44-1/440116.pdf