#329 · Primary category: Computer Vision

MUNIT

deep-learning gan image-translation munit pix2pix

Multimodal Unsupervised Image-to-Image Translation

Project last updated:09/20/22

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Why we included this project

MUNIT is worth a look if you are working on unsupervised image-to-image translation and want to reproduce the ECCV 2018 paper behind it. Even though NVIDIA no longer maintains this repository, it still ships working setups for classic tasks like turning edge sketches into shoes or handbags, translating between animal species, and converting summer Yosemite scenes to winter ones. The authors point to their newer imaginaire library for continued development, so treat this code as a research baseline and educational reference rather than production software. The shared latent space idea and the ability to generate multiple output styles from one input remain a useful benchmark for teams exploring multimodal translation.

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