The DFW dataset consists of 1000 subjects and 11157 images. Pre-defined training and testing splits are provided, where 400 subjects form the training set, while the remaining 600 subjects form the test set. Each subject may contain normal, validation, disguised, and impersonator images. Nomenclature of the dataset is as follows:
The database can be downloaded from the following link:
Disguised Faces in the Wild Database (DFW) (4.50 GB) (CRC-32:DC07476B, MD5:32821721C7239DC8B2CE34C96A21284B)