Monocular Geometry Estimation Explained: How MoGe Transforms 2D Images into Accurate 3D Models

MoGe: Accurate 3D Geometry Estimation from a Single Image Have you ever wondered how computers can “see” the 3D world from just a single photo? For example, how do they figure out the distance between objects or recreate a virtual 3D model of a scene? Today, I’m going to introduce you to a powerful tool called MoGe (Monocular Geometry Estimation). It can recover 3D geometry from a single image, including point clouds, depth maps, normal maps, and even camera field of view (FOV). This technology is incredibly useful in fields like self-driving cars, robotics, and virtual reality. In this post, …