Full biometric people dataset with emotional expressions at all angles

The full set of vAIsual's biometric dataset. With 1726 individuals and 550,429 original images. Each subject signed a biometric model release and is captured with 7 to 12 emotional base expressions from all angles in 45° steps, pitch, yaw, and roll with different clothes and styling.

This dataset contains a huge variety of individuals of all ages and a large variety of styles and ethnicities. It is not augmented and after augmentation - depending on the preferences and methods of the developer - a 2 million images dataset can be reached.