Spann3R

Spann3R is an innovative model for dense 3D reconstruction that processes both ordered and unordered image collections. It uses a transformer-based architecture to directly generate pointmaps in a global coordinate system, eliminating the need for optimization-based global alignment. Spann3R leverages an external spatial memory to track 3D information, producing competitive and real-time performance on various datasets.