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.

AIDeep LearningStyleGAN

0 likes · 9 min read

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

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.

Computer VisionGANKuaishou

0 likes · 15 min read

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

21CTO

Mar 4, 2019 · Artificial Intelligence

How to Spot AI‑Generated Fake Faces: Tips, Tricks, and the Tech Behind StyleGAN

This article explains why AI‑generated faces from StyleGAN are hard to distinguish, introduces an online game for testing realism, and provides practical visual cues—such as water spots, background errors, asymmetric glasses, hair artifacts, and teeth anomalies—to reliably identify fake images.

AI-generated imagesComputer VisionFace Detection

0 likes · 8 min read

How to Spot AI‑Generated Fake Faces: Tips, Tricks, and the Tech Behind StyleGAN