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开放数据：大规模名人人脸标注数据集CelebA(20万+)

Details

CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. It has substantial pose variations and background clutter. The detailed information are listed below:

Number of identities: 10,177 identities
Number of images: 202,599 images
Annotations per image: 5 Landmark Locations, 40 Binary Attributes

Please note that these data can ONLY be used for academic research purposes.

Sample Images

Downloads

In-The-Wild Images
Align&Cropped Images
Landmarks Annotations
Attributes Annotations
README

Evaluation

Train/Val/Test Partitions

Citation

@inproceedings{liu2015faceattributes,  author = {Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang},  title = {Deep Learning Face Attributes in the Wild},  booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},  month = December,  year = {2015}  }

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