Depth Pro Depth Estimation for Fine Boundary Details with Single Camera

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Depth pro from Apple just came out, and you can now do fine detailed monocular depth estimation in under a second. Let’s take a look at how well it does.

0:00 Introduction
0:42 Depth Pro Boundary Recall vs Other Models
1:02 Depth Pro Architecture
1:39 Depth Pro Metrics on Depth Estimation and Focal Length
2:25 Depth Pro Comparison with Depth Anythingv2, Marigold, Metric3D v2
3:52 Novel View Synthesis

Paper: https://arxiv.org/pdf/2410.02073
Repo: https://github.com/apple/ml-depth-pro

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