Image-to-Image Translation

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• Generative Adversarial Network (GAN)
• Generated Image
• [Image-to-Image Translation | Yongfu Hao

Approaches:

• Paired
• Unparied

CycleGAN

• Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks | J. Zhu, T. Park, P. Isola, and A. Efros - Semantic Scholar
• CycleGAN: Learning to Translate Images (Without Paired Training Data) | Sarah Wolf - Towards Data Science

An approach for learning to translate an image from a source domain X to a target domain Y in the absence of paired examples Image-to-Image Translation | Yongfu Hao