The Yale Face Database is a face dataset mainly used for identity verification. It contains 15 subjects, each of which has 11 images totaling 165 grayscale images in GIF format. Each subject contains different facial expressions: center light, with glasses, happy, left light, without glasses, normal, right light, sad, sleepy, surprised and blinking. This dataset was released by Yale University in 2001.