SS3D: End2End Self-Supervised 3D from Web Videos
arXiv:2604.22686v1 Announce Type: new
Abstract: We present SS3D, a web-scale SfM-based self-supervision pretraining pipeline for feed-forward 3D estimation from monocular video. Our model jointly predicts depth, ego-motion, and intrinsics in a single …