Unsupervised face recognition

2 papers with code • 2 benchmarks • 1 datasets

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Benchmarks

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These leaderboards are used to track progress in Unsupervised face recognition

Trend	Dataset	Best Model	Paper	Code	Compare
	LFW	USynthFace			See all
	AgeDB-30	USynthFace			See all

Datasets

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Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem

haiyuwu/facebrightness • • 4 Jun 2022

This is the first work that we are aware of to explore how the level of brightness of the skin region in a pair of face images (rather than a single image) impacts face recognition accuracy, and to evaluate this as a systematic factor causing unequal accuracy across demographics.

Paper
Code

Unsupervised Face Recognition using Unlabeled Synthetic Data

fdbtrs/Unsupervised-Face-Recognition-using-Unlabeled-Synthetic-Data • • 14 Nov 2022

In this paper, we propose an unsupervised face recognition model based on unlabeled synthetic data (USynthFace).