Showing tag results for Azure

Sep 27, 2021
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Detecting “Action” and “Cut” in Archival Footage Using a Multi-model Computer Vision and Audio Approach with Azure Cognitive Services

Nile Wilson

Movies and TV shows require multiple takes per scene and may have a substantial amount of archival footage as a result. Here, we use Azure Cognitive Services and custom code to develop a multi-model Machine Learning (ML) solution to automatically detect discardable footage to save media companies manual archiving hours and storage space.

CSEMachine LearningCognitive Services
Sep 20, 2021
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Building an Action Detection Scoring Pipeline for Digital Dailies

Samuel Mendenhall

Media companies capture footage filmed for the entire day in what's known as ‘digital dailies’. When talking about terabytes and petabytes of content, storage costs can be a factor. Lets explore Machine Learning approaches to identify which content can be archived or discarded which will save on those storage costs.

CSEMachine LearningCognitive Services
Oct 29, 2020
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Building A Clinical Data Drift Monitoring System With Azure DevOps, Azure Databricks, And MLflow

Nile Wilson

Hospitals around the world regularly work towards improving the health of their patients as well as ensuring there are enough resources available for patients awaiting care. During these unprecedented times with the COVID-19 pandemic, Intensive Care Units are having to make difficult decisions at a greater frequency to optimize patient health outco...

CSEMachine LearningDevOps
Jul 30, 2019
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Using Blockchain To Securely Transfer And Verify Files

Lilian Kasem (she/her)

MOOG came to CSE in hopes of building a technology solution that would prove the provenance and transfer of digital assets securely between parties. Working together, Microsoft and MOOG set out to develop a demo of this solution that leverages Azure and blockchain technology.

Blockchain
May 7, 2019
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Preventing Rhino Poaching With Microsoft Azure

Olga Liakhovich

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
Dec 12, 2018
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Social Stream Pipeline on Databricks with auto-scaling and CI/CD using Travis

Mor Shemesh

This code story describes CSE's work with ZenCity to create a data pipeline on Azure Databricks supported by a CI/CD pipeline on TravisCI. The aim of the collaboration was to create a pipeline capable of processing a stream of social posts, analyzing them, and identifying trends.

DevOpsBig DataAzure App Services
Jun 1, 2018
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Building a Private Ethereum Consortium

Jason Poon

Over the past two years, Microsoft and Webjet have collaborated to build a blockchain-based solution, Rezchain, to help travel companies reduce payment disputes. In this code story, we’ll share the lessons learned in creating the Rezchain consortium. In particular, we'll focus on how we solved the challenges involved with enabling Ethereum nodes t...

ContainersBlockchain