Image synthesis with neural networks for traffic sign classification

In this work, we research the applicability of generative adversarial neural networks for generating training samples for a traffic sign classification task. We consider generative neural networks trained using the Wasserstein metric. As a baseline method for comparison, we take image generation bas...

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Bibliographic Details
Main Authors: Vladislav Shakhuro, Anton Konushin
Format: Article
Language:English
Published: Samara National Research University 2018-02-01
Series:Компьютерная оптика
Subjects:
Online Access:http://computeroptics.smr.ru/KO/PDF/KO42-1/420113.pdf