machine learning

Using Machine Learning and Satellite Imagery for Street Address Generation

Caitlin Dempsey

Facebook and MIT Labs researchers have developed a method employing machine learning and satellite images to create street addresses in regions lacking unique building addresses.

Mapping Tree Species in the Amazon Using Satellite Imagery and Machine Learning

Caitlin Dempsey

Researchers have developed a method of modeling tree species distribution in Peruvian lowland Amazonia using satellite imagery and machine learning techniques.

Detecting Storm Intensity from Satellite Imagery Using Machine Learning

Caitlin Dempsey

The Deep Learning-based Hurricane Intensity Estimator is an experimental portal that uses machine learning techniques to analyze spatial patterns in infrared satellite imagery in order to predict tropical cyclone intensity.

Startups and the Future of Spatial Analysis

Mark Altaweel

A growing number of startups are developing new approaches to advanced spatial analysis for everyday solutions across many fields and industries.

Creating Ground-level Views from Satellite Imagery

Mark Altaweel

Recreating a ground-level image and perspective using satellite imagery has only recently been developed.