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Metric depth estimation from a single image

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ZoeDepth monocular depth estimation: Demo

Installation

Follow the installation instructions here: https://github.com/isl-org/ZoeDepth

Install open3d-python:

http://www.open3d.org/docs/release/getting_started.html

Demo

Run: test_depth_w_trans.py

This code takes an image taken from an iPhone X camera, performs a transformation so it looks like it came from a Microsoft Kinect, and then applies a ZoeDepth model fine-tuned on the NYU dataset (which was collected using the Kinect).

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Metric depth estimation from a single image

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  • Jupyter Notebook 54.9%
  • Python 45.1%