Analyzing Satellite Images for Disasters

Ashhadul Islam
Towards AI
Published in
12 min readFeb 17, 2022

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From pre-processing large image datasets to hosting deep neural networks

Gif showing the final functionality. Detail Video here

Project Summary: Build deep neural network models that can analyze satellite images for disaster. (This was built as a part of the AWS Disaster Response Hackathon )

  • Given a satellite image, detect whether it has been hit by a disaster (This will be the focus of this article).

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