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Datasets/UTKFace

UTKFace

ImagesCustom (research-only, non-commercial)Introduced 2017-01-01

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/

Benchmarks

3D/MAE3D/Accuracy (%)3D Face Modelling/MAE3D Face Modelling/Accuracy (%)3D Face Reconstruction/MAE3D Face Reconstruction/Accuracy (%)Age Estimation/MAEFace Reconstruction/MAEFace Reconstruction/Accuracy (%)Facial Recognition and Modelling/MAEFacial Recognition and Modelling/Accuracy (%)Fairness/Degree of Bias (DoB)Multi-Task Learning/delta_mTransfer Learning/delta_m

Statistics

Papers
243
Benchmarks
14

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Tasks

3D3D Face Modelling3D Face ReconstructionAge EstimationAge/Bias-conflictingAge/UnbiasedFace ReconstructionFacial Attribute ClassificationFacial Recognition and ModellingFairnessMulti-Task LearningRace/Bias-conflictingRace/UnbiasedTransfer Learning