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In this article, we focus on the technical aspects of the machine learning solution we implemented for the xView2 competition. We used PyTorch to build...

Satellite Image Analysis with fast.ai for Disaster Recovery

Satellite Image Analysis with fast.ai for Disaster Recovery
In this article, we focus on the technical aspects of the machine learning solution we implemented for the xView2 competition. We used PyTorch to build our models for satellite image analysis and fast.ai to develop their critical parts.
 27 April 2020
Satellite image datasets are now readily accessible for use in Data Science and Machine Learning projects. This article will explain how to acquire these datasets...

How to Acquire Large Satellite Image Datasets for Machine Learning Projects

How to Acquire Large Satellite Image Datasets for Machine Learning Projects
Satellite image datasets are now readily accessible for use in Data Science and Machine Learning projects. This article will explain how to acquire these datasets and what you can do with them.
 28 February 2020
Building Deep Learning vision models satellite imagery to assist in identifying and labeling property damage from natural disasters.

AI for assisting in natural disaster relief efforts: the xView2 competition

AI for assisting in natural disaster relief efforts: the xView2 competition
Building Deep Learning vision models satellite imagery to assist in identifying and labeling property damage from natural disasters.
 23 December 2019