The CASIA-WebFace dataset is used for face verification and face identification tasks. The dataset contains 494,414 face images of 10,575 real identities collected from the web.
383 PAPERS • 2 BENCHMARKS
…authors focused their efforts on reaching a very low label noise and a high pose and age diversity thus, making the VGGFace2 dataset a suitable choice to train state-of-the-art deep learning models on face-related CAUTION: Authors note that the distribution of identities in the VGG-Face dataset may not be representative of the global human population.
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Flickr-Faces-HQ (FFHQ) consists of 70,000 high-quality PNG images at 1024×1024 resolution and contains considerable variation in terms of age, ethnicity and image background.
1,228 PAPERS • 16 BENCHMARKS