SmartPortraits
Depth Powered Handheld Smartphone Dataset of Human Portraits
for State Estimation, Reconstruction and Synthesis
Our dataset provides smartphone data (video and IMU) precisely synchronized with depth captured on Azure Kinect DK sensor as the source of ground truth information for 3D reconstruction, rendering, and single-shot depth estimation tasks. Recordings were performed with blinking flash for possible usage in re-lighting tasks.
Real large-scale data
200 persons, 5 different poses per person, 4 semi-circle trials per pose
Data diversity
Variety of gender, ages and appearance (with complicated cases for rendering, i.e., glasses, beard)
Blinking flash during recording
For re-lightning modeling and usage in albedo and surface estimation