Harnessing AI and Open Source Satellite Imagery to Address Global Problems
March 1st, 2021

Omdena successfully combines AI and ML methodologies with open source, low resolution satellite imagery to create actionable solutions for powerful insights.   Introduction Every day, millions of images are captured from space by an ever-growing number of satellite

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Detecting Anomalies in Marsian Satellite Images Through Object Detection
May 11th, 2020

 The Problem The objective of this project was to detect anomalies on the martian (MARS) surface caused by non-terrestrial artifacts like derbies of MARS lander missions, rovers, etc.   What is an anomaly? Something that deviates from what is standard, normal, or

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Increasing Solar Adoption in the Developing World through Machine Learning and Image Segmentation
April 29th, 2020

  The problem How to Increase Solar Adoption in the developing world through Image Segmentation? Applied in India. Machine Learning can bring a new era in the clean energy sector. This article describes how to identify rooftops from satellite images to find suitabl

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Estimating Street Safeness after an Earthquake with Computer Vision And Route Planning
April 28th, 2020

Is it possible to estimate with minimum expert knowledge if your street will be safer than others when an earthquake occurs?   We answered how to estimate the safest route after an earthquake with computer vision and route management.   The problem The last devast

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