[머신러닝] celeb A에서 제공하는 face data 사용하기

http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

Large-scale CelebFaces Attributes (CelebA) Dataset

News

2016-07-29 If Dropbox is not accessible, please download the dataset using Google Drive or Baidu Drive.

Details

 

CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. The images in this dataset cover large pose variations and background clutter. CelebA has large diversities, large quantities, and rich annotations, including

• 10,177 number of identities,

• 202,599 number of face images, and

• 5 landmark locations, 40 binary attributes annotations per image.

The dataset can be employed as the training and test sets for the following computer vision tasks: face attribute recognition, face detection, landmark (or facial part) localization, and face editing & synthesis.