CUHK Face Alignment Database

The CUHK Face Alignment Database is dataset with 13,466 face images, among which 5, 590 images are from LFW and the remaining 7, 876 images are downloaded from the web. Each face is labeled with the positions of five facial keypoints. 10,000 images are used for training and the remaining 3,466 images for validation.

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Image Source: Deep Convolutional Network Cascade for Facial Point Detection