Creating a dataset of satellite images for StyleGAN training

Introduction

Training a first GAN

Defining data qualities

Searching for open data sources

In tiny font at the bottom, you can see the data sources Google Maps is using for this specific earth segment

Building a data collection pipeline

SENTINEL-2

Google Earth Engine

QGIS

Google Colab

Tying all components together in one workflow

Cleanup the data

Generating novel images with a GAN

All those landscape images do not exist
Example of an interpolation video from one landscape to the other

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