Posts by this author

May 7, 2019
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Preventing Rhino Poaching With Microsoft Azure

In the last eight years, poaching in Africa has been happening at an alarming rate. Currently, the continent loses three rhinos a day. As part of our team’s mission to find new ways that technology can positively impact our world, we’ve been collaborating with the Combating Wildlife Crime team Peace Parks Foundation (PPF), in partnership with

Machine LearningContainers
Jul 5, 2018
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Satellite Images Segmentation and Sustainable Farming

Can Machine Learning help with detecting sustainable farming practices? In this blog post inspired by our collaboration with Land O'Lakes we share the lessons we learned in the image segmentation space.

Machine Learning
Mar 6, 2018
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Sequence Intent Classification Using Hierarchical Attention Networks

We analyze how Hierarchical Attention Neural Networks could be helpful with malware detection and classification scenarios, demonstrating the usefulness of this approach for generic sequence intent analysis. The novelty of our approach is in applying techniques that are used to discover structure in a narrative text to data that describes the beha...

Machine Learning
Oct 24, 2017
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Bird Detection with Azure ML Workbench

We demonstrate how to train Object Detection models using CNTK and Tensoflow DNN frameworks. Azure ML Workbench is used as the main training and model hosting infrastructure.

Machine LearningDevOpsContainers
May 12, 2017
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Food Classification with Custom Vision Service

How we created an app to identify foods and their nutritional content by using the new Custom Vision Service to leverage domain-specific image recognition powered by DNNs.

Machine Learning