Shelf-Supervised Mesh Prediction in the Wild

Yufei Ye, Shubham Tulsiani, Abhinav Gupta

We aim to infer 3D shape and pose of object from a single image and propose a learning-based approach that can train from unstructured image collections, supervised by only segment…