paper_notes

Paper notes for face related analysis using deep learning. The more stars, the more recommended.

To be read

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis TensorFlow (face frontalization)

LFW
CelebA
UMDFaces 367,888 face annotations for 8,277 subjects in the still parts, for video frames, over 3.7 million over 22, 000 videos of 3100 subjects. Provides bounding boxes and the estimated pose.
VGG_Face2
IMDB-Wiki Datasets with age information, about half million images.
CASIA About 40K images
AFLW Annotated Facial Landmarks in the Wild
MegaFace
APPA-REAL 7591 images with age annotated
YTF
CARC cross-age face recognition