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Pix2pixHD

Pix2pixHD

A method for high-resolution photorealistic image-to-image translation

PIx2pixHD is a method for synthesizing high resolution photo-realistic images from semantic label maps using conditional generative adversarial networks (CGANs). It can generate high resolution image results with a novel adversarial loss, as well as new multi-scale generator and discriminator architectures.

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Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz and Bryan Catanzaro

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

30 November 2017

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