Stylization of 3D renders (cont.)-a colored 3D model enhanced by a noisy texture (source render) is stylized by hand using various artistic media (style #1-#5). The resulting image translation network F is then used to stylize the same 3D model (output #1-#5) rendered from a different viewpoint (target render) in real-time. Source styles (#1-#5) © Štěpánka Sýkorová, used with permission.

Stylization of 3D renders (cont.)-a colored 3D model enhanced by a noisy texture (source render) is stylized by hand using various artistic media (style #1-#5). The resulting image translation network F is then used to stylize the same 3D model (output #1-#5) rendered from a different viewpoint (target render) in real-time. Source styles (#1-#5) © Štěpánka Sýkorová, used with permission.

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We present an approach to example-based stylization of images that uses a single pair of a source image and its stylized counterpart. We demonstrate how to train an image translation network that can perform real-time semantically meaningful style transfer to a set of target images with similar content as the source image. A key added value of our...

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