Nope, only needs depth for ground truth.

its designed to be run on top of a SLAM system that outputs a sparse point cloud.

on page 4 on the top right you can see how the point cloud is used to then feed into the object generator: https://cdn.jsdelivr.net/gh/facebookresearch/ShapeR@main/res...