Synthetic Data

FantasyID: A dataset for detecting digital manipulations of ID-documents

dvancements in image generation led to the availability of easy-to-use tools for malicious actors to create forged images. These tools pose a serious threat to the widespread Know …

pavel-korshunov

Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion

Face Recognition (FR) models are trained on large-scale datasets, which have privacy and ethical concerns. Lately, the use of synthetic data to complement or replace genuine data …

david-geissbuhler

HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere

Face recognition datasets are often collected by crawling Internet and without individuals' consents, raising ethical and privacy concerns. Generating synthetic datasets for …

hatef-otroshi-shahreza

AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition

The increasing reliance on large-scale datasets in machine learning poses significant privacy and ethical challenges, particularly in sensitive domains such as face recognition. …

parsa-rahimi