Bifrost turns ordinary video into a photorealistic 3D training ground for robots

A user just needs to film the space with a camera, then the neural network builds out a virtual testing ground where scenarios can be run safely without risking damage to actual hardware.

According to the developers, generating such an environment takes about 30 minutes — noticeably faster than manually modeling a room from scratch. The approach solves two problems robotics teams usually run into: the slow, expensive process of building test environments, and the risk of breaking physical equipment while debugging on a real object.