Satellite Images

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Image showing a satellite image from Sentinel-2 of algal blooms in the Baltic Sea around the island of Gotland. The image is half transparent, over the image there is text that says Why it matters how you split ML4EO data. A small chunk of the image is taken apart to represent a hodout test set.

Image showing a satellite image from Sentinel-2 of algal blooms in the Baltic Sea around the island of Gotland. The image is half transparent, over the image there is text that says Why it matters how you split ML4EO data. A small chunk of the image is taken apart to represent a hodout test set.

Why it matters how you split ML4EO data

October 17, 2024

In this blog, I go in-depth on defining splits for ML4EO datasets.