We show, for the first time, that neural networks trained only on synthetic
data achieve state-of-the-art accuracy on the problem of 3D human pose and
shape (HPS) estimation from real images. Previous synthetic datasets have been
small, unrealistic, or lacked realistic clothing. Achiev