Figure 2. Overview of the model architecture. Following DUSt3R [75], images are encoded then decoded with a ViT back- bone into pointmaps, from which focals, depthmaps and relative pose can be extracted. Pow3R introduces optional inputs to guide the regression with prior knowledge about the camera intrinsics and depth (fed into the encoder) and the pose (into the decoder).