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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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Bibliografische gegevens
Hoofdauteurs: Vladislav Shakhuro, Anton Konushin
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Samara National Research University 2018-02-01
Reeks:Компьютерная оптика
Onderwerpen:
Online toegang:http://computeroptics.smr.ru/KO/PDF/KO42-1/420113.pdf
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