Posts tagged as machine learning

Foundation focuses on machine learning for earth observation

Over the past three years, Radiant Earth Foundation has share information on the growth and innovation in the earth observation (EO) marketplace broadly. More recently, the foundation has begun to explore the intersection of EO technology and machine learning techniques, and the opportunities the convergence of these technologies offer. It believes a need exists within […]

Expanded access to SAR data for machine learning

Capella Space, an information services company that provides on-demand earth observation imagery, has partnered with SpaceNet, a non-profit organisation dedicated to accelerating open source, artificial intelligence (AI) applied research for geospatial applications. Capella joins the collaborative SpaceNet partnership alongside In-Q-Tel’s (IQT) CosmiQ Works, Maxar Technologies, Intel AI and Amazon Web Services (AWS). The company’s addition […]

Machine learning for road width capture from aerial photography

In this proof of concept, the use of feature extraction through machine learning using convolutional neural networks to classify aerial photography pixels as either road or non-road, and produce a basis for a polygon feature representing the road surface (and therefore road width) is demonstrated. Aurecon received a brief from a client to build a […]

Machine learning algorithms in boiler plant root cause analysis 

It is often difficult to determine detrimental boiler conditions because the large number of boiler input and output parameters create a complex problem. Such was the case in this study, where a radiant superheater and internal desuperheater were retrofitted in an existing industrial water-tube boiler at a South African sugar mill. After installation, the steam […]

Using satellite imagery and machine learning to protect elephants

African elephants are at risk in the majority of the countries where they live because of poaching. To plan long-term sustainable solutions to the stresses elephants are experiencing, it is necessary to have accurate data on elephant numbers and their geographical range to identify high-risk areas. There are several methods used to conduct elephant surveys, […]

A crash course in AI-driven object detection

Almost every day we hear we can use the superpowers of artificial intelligence (AI) to make work easier, to automate routine tasks, to speed up workflows, increase accuracy and make more money. But what if you are not a machine learning expert? This quick guide outlines the basics of how AI-driven object detection works, and […]