CSE Developer Blog

Unsupervised driver safety estimation at scale, a collaboration with Pointer Telocation
Unsupervised driver safety estimation at scale, a collaboration with Pointer Telocation
Background Connected cars, which have the ability to collect and transfer data via cellular networks, offer us the opportunity to make road transport safer, more organized and more ecologically friendly. To push forward widespread adoption and help the technology fully enter the mainstream, manufacturers and third parties, like insurance ...
Semantic Segmentation of Small Data using Keras on an Azure Deep Learning Virtual Machine
Semantic Segmentation of Small Data using Keras on an Azure Deep Learning Virtual Machine
Introduction As previously featured on the Developer Blog, golf performance tracking startup Arccos joined forces with Commercial Software Engineering (CSE) developers in March in hopes of unveiling new improvements to their "virtual caddie" this summer. Powered by Microsoft Azure, Arccos' virtual caddie app uses artificial ...
Deploying a Batch AI Cluster for Distributed Deep Learning Model Training
Deploying a Batch AI Cluster for Distributed Deep Learning Model Training
Distributed Deep Learning Model Training on Batch AI For Land O'Lakes Sustainability Project With population growth spiking around the world, and scientists warning of the risk of climate change on the environment around us, across industries corporations are turning to innovation to help them make practices greener and more sustainable. ...
Satellite Images Segmentation and Sustainable Farming
Satellite Images Segmentation and Sustainable Farming
Introduction Sustainability in agriculture is crucial to safeguard natural resources and ensure a healthy planet for future generations. To assist farmers, ranchers, and forest landowners in the adoption and implementation of sustainable farming practices, organizations like the NRCS (Natural Resources Conservation Services) provide ...
Building a Private Ethereum Consortium
Building a Private Ethereum Consortium
Background The travel industry estimates 3-5% of bookings are disputed due to discrepancies in the data held by each party and can take months to resolve. Over the past two years, Microsoft and Webjet have collaborated to build a blockchain-based solution, Rezchain, that helps travel companies resolve data and avoid invoice reconciliation ...
Using Otsu’s method to generate data for training of deep learning image segmentation models
Using Otsu’s method to generate data for training of deep learning image segmentation models
Background Partnering with Microsoft, golf performance tracking startup Arccos has set out to use artificial intelligence and machine learning technology to build apps that help golfers step up their game. Last year, they gifted golfers a new ace in the hole – their own “virtual caddie” app, powered by Microsoft’s cloud and machine ...
Making sense of Handwritten Sections in Scanned Documents using the Azure ML Package for Computer Vision and Azure Cognitive Services
Making sense of Handwritten Sections in Scanned Documents using the Azure ML Package for Computer Vision and Azure Cognitive Services
Business Problem For businesses of all sorts, one of the great advantages of the shift from physical to digital documents is the fast and effective search and knowledge extraction methods now available. Gone are the days of reviewing documents line-by-line to find particular information. However, things get more complicated when the ...
Runtime Configuration of Spark Streaming Jobs
Runtime Configuration of Spark Streaming Jobs
Background Project Fortis is a social data ingestion, analysis, and visualization platform. Originally developed by Microsoft in collaboration with the United Nations Office for the Coordination of Humanitarian Affairs (UN OCHA), Fortis provides planners and scientists with tools to gain insight from social media, public websites and ...
OAuth 2.0 for Mixed Reality applications
OAuth 2.0 for Mixed Reality applications
OAuth 2.0 for Mixed Reality applications We recently collaborated with Aveva, an industrial design and management software company. The goal for Aveva was to improve its remote rendering service and extend this technology to support an ever-growing list of platforms and devices including HoloLens. As a result of our collaboration, we ...
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