Browsing Electrical and Electronic Engineering (Conference Papers) by Author "Varkarakis, Viktor"
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Generative Augmented Dataset and Annotation Frameworks for Artificial Intelligence (GADAFAI)
Corcoran, Peter; Javidnia, Hossein; Lemley, Joseph E.; Varkarakis, Viktor (Institute of Electrical and Electronics Engineers (IEEE), 2020-08-31)Recent Advances in Artificial Intelligence (AI), particularly in the field of compute vision, have been driven by the availability of large public datasets. However, as AI begins to move into embedded devices there will ... -
Re-training StyleGAN-A first step towards building large, scalable synthetic facial datasets
Varkarakis, Viktor; Bazrafkan, Shabab; Corcoran, Peter (Institute of Electrical and Electronics Engineers (IEEE), 2020-08-31)StyleGAN is a state-of-art generative adversarial network architecture that generates random 2D high-quality synthetic facial data samples. In this paper we recap the StyleGAN architecture and training methodology and ...