AgeSynth - Age To Scalar

Idiap Research Institute - Main Repository 2026 Dataset Open access

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Authors: Luis Santiago Luevano Garcia, Pavel Korshunov, Sébastien Marcel
DOI: 10.34777/9jpk-wy10
Cited by: 0

Abstract

This directory stores regression models that convert the **StyleGAN age scalar** obtained when traversing the AgeSynth age-direction in StyleGAN2’s $\mathcal{W}$ space into an estimated chronological age (and vice-versa), depending on the original subject's age. The mappings were produced by fitting linear and polynomial regressions on a curated subset of images from the **UTKFace** dataset, after projecting each image into StyleGAN2 and measuring the scalar value along the learned age direction.

Fields of Study & Subjects

Generative Adversarial Networks and Image Synthesis Face recognition and analysis Digital Media Forensic Detection

Publication details

Journal / source
Idiap Research Institute - Main Repository
Publication date
19 January 2026
Language
EN
Document type
Dataset