Monocular Depth

Estimating absolute or relative depth from a single RGB image using a neural network. Monocular depth is inherently ambiguous (scale undetermined) without additional priors, but foundation models (Depth Anything, ZoeDepth, Marigold) achieve metric depth estimation by learning from diverse training data. Used where stereo or active depth sensing is unavailable.