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mchong6/GANsNRoses

A GAN-based image translation model that converts face selfies to diverse anime-style images and supports video translation.

1.1k stars Jupyter Notebook Image · Video · Audio
GANsNRoses
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This repository implements GANs N’ Roses, a generative adversarial network for image-to-image translation. The model separates content codes from face images and randomly sampled style codes to produce diverse anime images. It derives an adversarial loss to ensure both diversity and correctness in the generated outputs. The approach extends to video-to-video translation without requiring video training data, learned purely from still images.

Frequently asked

What is mchong6/GANsNRoses?
A GAN-based image translation model that converts face selfies to diverse anime-style images and supports video translation.
Is GANsNRoses open source?
Yes — mchong6/GANsNRoses is open source, released under the MIT license.
What language is GANsNRoses written in?
mchong6/GANsNRoses is primarily written in Jupyter Notebook.
How popular is GANsNRoses?
mchong6/GANsNRoses has 1.1k stars on GitHub.
Where can I find GANsNRoses?
mchong6/GANsNRoses is on GitHub at https://github.com/mchong6/GANsNRoses.

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