The H3DS dataset contains high-resolution 3D full-head texture scans and 360º images collected using a structured light scanner. The dataset consists of 23 3D full-head scans, including images, masks, and camera positions. The 3D geometry was collected using a structured light scanner to obtain accurate ground truth geometry.