Image-to-Image

Image-to-Image translation is a generative AI process: it uses models like CycleGAN to map a source image domain to a target domain, preserving content structure.

Image-to-Image translation is a generative AI technique: it maps a source image domain to a target domain, maintaining the original content structure. Core models are Generative Adversarial Networks (GANs), notably Pix2Pix for paired datasets and CycleGAN for unpaired domain transfer. This technology enables critical transformations: converting a satellite photo to a map, enhancing medical images (MRI to CT), or executing artistic style transfer. It is a high-efficiency tool for computer vision and content creation, delivering domain-specific visual changes with high fidelity.

https://www.techtarget.com/whatis/definition/image-to-image-translation