Makeup in the Wild (MiW)Available for download here.
A face image dataset is collected from the internet. The dataset consists of 154 images, 77 without makeup and 77 with makeup, corresponding to 125 subjects. As the images are obtained from the internet, they are considered in the “wild.”
C. Chen, A. Dantcheva, A. Ross, "Automatic Facial Makeup Detection with Application in Face Recognition," Proc. of 6th IAPR International Conference on Biometrics (ICB), (Madrid, Spain), June 2013.