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10 Best Datasets for Face Detection [2023]

Face detection is a computer vision task that involves identifying and locating human faces in digital images and videos. This task is critical for a wide range of applications, including security and surveillance, facial recognition, and human-computer interaction, among others. In this article, we will be exploring the 10 best datasets for face detection in 2023.

Dataset NameType of ImagesSizePopularityDownload LinkDescription
WIDER FACEReal-world Images393,703 ImagesVery Popularhttp://mmlab.ie.cuhk.edu.hk/projects/WIDERFace/The WIDER FACE dataset contains real-world images with annotations for face detection, covering faces in different poses, scales, and occlusions.
FDDBReal-world Images2,845 ImagesVery Popularhttp://vis-www.cs.umass.edu/fddb/The FDDB dataset contains real-world images with annotations for face detection and annotation, covering faces in different poses and scales.
AFWReal-world Images468 ImagesPopularhttps://www.ics.uci.edu/~xzhu/face/The AFW dataset contains real-world images with annotations for face detection and annotation, covering faces in different poses and scales.
IJB-AReal-world Images25,813 ImagesPopularhttps://www.nist.gov/itl/iad/image-group/ijb-a-datasetThe IJB-A dataset contains real-world images with annotations for face detection, verification, and identification, covering faces in different poses and scales.
LFWReal-world Images13,233 ImagesPopularhttp://vis-www.cs.umass.edu/lfw/The LFW dataset contains real-world images with annotations for face recognition and alignment, covering faces in different poses and scales.
CALFWReal-world Images12,174 ImagesPopularhttps://github.com/ thiefprinted/CALFWThe CALFW dataset contains real-world images with annotations for face alignment and recognition, covering faces in different poses and scales.
CFP-FPReal-world Images7,000 ImagesPopularhttps://cfp-fp.grand-challenge.org/The CFP-FP dataset contains real-world images with annotations for face recognition and verification, covering faces in different poses, expressions, and accessories.
VGGFace2Real-world Images3.31 Million ImagesPopularhttp://www.robots.ox.ac.uk/~vgg/data/vgg_face2/The VGGFace2 dataset contains real-world images with annotations for face recognition and verification, covering faces in different poses, expressions, and ethnicities.
AgeDBReal-world Images16,488 ImagesPopularhttps://talhassner.github.io/home/projects/cnn_agegender/The AgeDB dataset contains real-world images with annotations for age estimation and gender recognition, covering faces in different poses, expressions, and ethnicities.
MegaFaceSynthetic Images1 Million ImagesPopularhttps://megaface.cs.washington.edu/dataset/download/The MegaFace dataset contains synthetic images with annotations for face recognition and verification, covering faces in different poses, expressions, and ethnicities.
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