Part IX: Radar, Lidar, Depth, Thermal, Event, and RF Sensing
Chapter 41  [R]

Monocular Depth Foundation Models

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Sections

  1. 41.1 From per-dataset regression to zero-shot metric depth
  2. 41.2 Depth Anything v1/v2 and video depth
  3. 41.3 Metric depth and camera-agnostic models (Metric3D v2, UniDepth)
  4. 41.4 Diffusion-based depth (Marigold)
  5. 41.5 Sensor-prompted depth (lidar-guided)
  6. 41.6 Evaluation and zero-shot transfer
  7. 41.7 Using depth FMs inside a sensing stack

Lab 41

run a monocular depth foundation model zero-shot; fuse its output with a sparse depth sensor.