Caltech人脸数据库
收藏极市2022-02-25 更新2024-03-04 收录
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https://www.cvmart.net/dataSets/detail/328
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DescriptionThe dataset contains images of peoplecollected from the web by typing common given names into Google Image Search.The coordinates of the eyes, the nose and the center of the mouth for each frontal face are provided in a ground truth file. This information can be used to align and crop the human faces or as a ground truth for a face detection algorithm. The dataset has 10,524 human faces of various resolutions and in different settings, e.g. portrait images, groups of people, etc. Profile faces or very low resolution faces are not labeled.ReferencesPapers using the dataset:Anelia Angelova,Yaser Abu-Mostafa,Pietro Perona,Pruning Training Sets for Learning of Object Categories ,Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005See also theData Pruning project webpageMichael Fink, Pietro Perona,Mutual Boosting for Contextual Inference,Proc. Neural Information Processing Systems (NIPS), 2003
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