3D Object Detection From Monocular Images

This is the task of detecting 3D objects from monocular images (as opposed to LiDAR based counterparts). It is usually associated with autonomous driving based tasks.

( Image credit: Orthographic Feature Transform for Monocular 3D Object Detection )