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…

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Learn how to create your own computer vision dataset using high-resolution satellite imagery. Collect information about wildfires, collect satellite images using the Google Earth Engine, manually clean the dataset, and perform image augmentation for improved performance.

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

I. Collecting information about the wildfires.

II. Collecting Sentinel-2 images for wildifre events.