UTKFace

Dataset Information
Modalities
Images
Introduced
2017
License
Custom (research-only, non-commercial)
Homepage
Official Website
Contents

Overview

The UTKFace dataset is a large-scale face dataset with long age span (range from 0 to 116 years old). The dataset consists of over 20,000 face images with annotations of age, gender, and ethnicity. The images cover large variation in pose, facial expression, illumination, occlusion, resolution, etc. This dataset could be used on a variety of tasks, e.g., face detection, age estimation, age progression/regression, landmark localization, etc.

Source: https://susanqq.github.io/UTKFace/
Image Source: https://susanqq.github.io/UTKFace/

Variants: UTKFace

Associated Benchmarks

This dataset is used in 3 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Multi-Task Learning BayesAgg-MTL Bayesian Uncertainty for Gradient Aggregation … 2024-02-06
Age Estimation MiVOLO-D1 MiVOLO: Multi-input Transformer for Age … 2023-07-10
Age Estimation FaRL+MLP A Call to Reflect on … 2023-07-10
Age Estimation VOLO-D1 age&gender MiVOLO: Multi-input Transformer for Age … 2023-07-10
Age Estimation ResNet-50-SORD A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-Regression A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-Cross-Entropy A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-DLDL A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-OR-CNN A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-DLDL-v2 A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-Unimodal-Concentrated A Call to Reflect on … 2023-07-10
Age Estimation ResNet-50-Mean-Variance A Call to Reflect on … 2023-07-10
Fairness Neighbour Learning Deep Generative Views to Mitigate … 2022-08-17
Age Estimation MWR Moving Window Regression: A Novel … 2022-03-24
Age Estimation Randomized Bins Deep Ordinal Regression with Label … 2020-06-29
Age Estimation CORAL Rank consistent ordinal regression for … 2019-01-20

Research Papers

Recent papers with results on this dataset:

External Links: