GeoAI

14 posts tagged with "GeoAI"

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Introduction to satellite data for Machine Learning and GeoAI

February 28, 2025

Where to find ML4EO and GeoAI papers

February 11, 2025

What I learned about ML4EO in my PhD

December 28, 2024

How to learn ML4EO pipeline design

December 28, 2024

Title image: a rectangle with the title Reading group: data-centric ML4EO and around it icons for data, a neural network and a satellite orbiting Earth.

Title image: a rectangle with the title Reading group: data-centric ML4EO and around it icons for data, a neural network and a satellite orbiting Earth.

Data-centric ML for Earth Observation

December 2, 2024

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

My first freelance ML4EO project

November 23, 2024

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.

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.

How to design ML4EO pipelines (Part 1)

November 10, 2024

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

How to make ML4EO datasets

August 31, 2024

Image of a container ship

Image of a container ship

On the Edge: estimating Ship Emmissions with Solomiia Kurchaba

August 2, 2023

Image of factory emissions in background

Image of factory emissions in background

On the Edge: detecting Methane Plumes with Berend Schuit

June 2, 2023

An image of the Earth at night, where you see the atmosphere and night lights.

An image of the Earth at night, where you see the atmosphere and night lights.

Introducing: On the Edge - conversations in the intersection of AI and EO

May 31, 2023