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StyleGAN

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Kuaishou Tech
Kuaishou Tech
Dec 13, 2021 · Artificial Intelligence

AI-Powered High-Resolution Portrait Restoration Using StyleGAN and Face Parsing

This article describes an AI-driven portrait enhancement system that restores degraded facial images by simulating degradation, constructing paired datasets, and employing a StyleGAN‑based generator combined with face‑parsing masks, detailing the pipeline, model architecture, training losses, and achieved high‑quality results.

AIStyleGANdeep learning
0 likes · 9 min read
AI-Powered High-Resolution Portrait Restoration Using StyleGAN and Face Parsing
Kuaishou Large Model
Kuaishou Large Model
Apr 1, 2021 · Artificial Intelligence

How Kuaishou Y‑Tech Leverages GANs for Real‑Time Face Attribute Editing in Short Videos

This article details Kuaishou Y‑Tech's practical deployment of GAN‑based high‑precision face attribute editing—covering gender, age, hair, and expression transformations—for short‑video effects, discussing background, business applications, technical challenges, and solutions across data preparation, model training, and mobile deployment.

GANKuaishouStyleGAN
0 likes · 15 min read
How Kuaishou Y‑Tech Leverages GANs for Real‑Time Face Attribute Editing in Short Videos