satellite-to-dem

Overview

In this project the aim is to generate Digital Elevation Model using GAN more specifically Conditional GAN (pix2pix) which is a CNN based deep learning architecture.

Dataset

To generate dataset use the below source

• DEM Open Tpogography NASA DEM
• Satellite Images Google Earth Engine

Prepared Datatset: Dataset Consist of satellite images and their corresponding DEM (Digital Elevation Map)

Trained Model

Trained model available here

References

• Code Digital Sreeni Youtube

Demo

Here is the demo video