How to Create Your Own CV Dataset Using Satellite Imagery: Wildfires from Space

Collecting images to train CNNs

Unless otherwise noted, all images are by the author, based on Sentinel-2 data.

Have you ever had this idea that a pet project on the application of ML to satellite images might significantly strengthen your data science portfolio? Or have you trained some models based on datasets developed by other people but not your own? If the answer is yes, I have a good piece of news for you!

In this article I’ll guide …

application author computer vision create data data science dataset ever geospatial images pet portfolio project satellite satellite images science sentinel space train wildfires