Monocular Depth Estimation to Predict Surface Reliefs of Mars

A different application of monocular depth estimation models

Mattia Gatti
Towards Data Science
5 min readSep 4, 2023

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Photo by NASA on Unsplash

Several approaches to estimating surface elevation from a single image have been discussed in the literature. In a previous article, I discussed how it is possible to predict the depth of a single 2D image using a monocular estimation model. However, when the…

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Currently doing research into AI Remote Sensing. Writing about Deep Learning and Geospatial Data Analysis.