AI From Scratch/Phase 04/Lesson 26/~60 minutes

Monocular Depth & Geometry Estimation

Build + UsePythonNo prerequisites

A depth map is a single-channel image where each pixel is a distance from the camera. Predicting it from one RGB frame used to be impossible without stereo or LiDAR. In 2026 a frozen ViT encoder plus a lightweight head gets within a few pe...

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