Earth Observation

4 posts tagged with "Earth Observation"

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AMREF representatives, some members of the Space4Good team and me at the Space4Good office.

November 23, 2024

Science

Title image showing the title: AutoSR4EO- my first ML4EO project, with the subtitle How to make ML4EO pipelines part 2. The image shows a small satellite image with an arrow pointing to a larger image, symbolising super-resolution.

November 17, 2024

Science

Title image showing an ML4EO background at low transparency in the background, with overlaid an illustration of a satellite orbiting earth and a neural network. the title is How to design ML4EO pipelines: a 5-part mini series by Julia Wasala.

November 10, 2024

Science

Many great blogs give a general overview of how to apply Machine Learning (ML) to satellite images. But none of these prepared me for all the steps you need to climb to design ML for satellite data. So, in this blog, I share some challenges you can expect when working with satellite images as an ML engineer.

August 31, 2024

Science

Making ML-ready datasets for Earth Observation is tricky. Here are some tools to help you get started.