Depth Pro
A local AI model estimates depth in meters from a single image, producing detailed depth maps without requiring camera metadata.
Depth Pro estimates distances from a single image for researchers and developers who need depth maps with an absolute scale. It can make predictions without camera metadata, so images don't need to come with known camera intrinsics.
- Depth in meters: The model predicts absolute distances rather than only showing which parts of an image are closer or farther away.
- Detailed boundaries: High-resolution depth maps preserve fine image details and sharp object edges.
- Boundary evaluation: Included metrics help researchers assess the accuracy of predicted depth boundaries.
The Python implementation runs locally with downloadable pretrained checkpoints and supports processing individual images. It uses a GPU for fast inference; the reported speed comes from GPU hardware.