Image generation techniques using generative adversarial networks

Ivanov, A.; Onyshchenko, V.

Image generation techniques using generative adversarial networks

Файли

279109-643378-1-10-20230513.pdf (490.85 KB)

Дата

2023

Автори

Ivanov, A.

Onyshchenko, V.

Видавець

КПІ ім. Ігоря Сікорського

Анотація

GANs were first described in a year 2014, which is quite recently for algorithms. Although, during its time of existence, lots of various modifications and areas of possible usage were found. One of such area is image generation sphere, in which this algorithm is able to achieve results that, in some cases, do not differ from pictures drawn by a person or photographs of certain objects.

Ключові слова

Artificial intelligence, Neural networks, Generative adversarial networks, image generation, deep learning

Бібліографічний опис

Ivanov, A. Image generation techniques using generative adversarial networks / A. Ivanov, V. Onyshchenko // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2023. – № 1 (42). – С. 153-159. – Бібліогр.: 13 назв.