Don’t let data drift derail edge compute machine learning models
| Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, and Victor Bahl
Edge computing has come of age, with deployments enabling many applications that process data from IoT sensors and cameras. In 2017, we identified the symbiotic relationship between edge computing and video analytics in an article (opens in new tab), noting…
Project Rocket platform—designed for easy, customizable live video analytics—is open source
| Ganesh Ananthanarayanan, Yuanchao Shu, Landon Cox, and Victor Bahl
Thanks to advances in computer vision and deep neural networks (DNNs) in what can arguably be described as the golden age of vision, AI, and machine learning, video analytics systems—systems performing analytics on live camera streams—are becoming more accurate. This…
Live video analytics and research as Test Cricket with Dr. Ganesh Ananthanarayanan
In an era of unprecedented advances in AI and machine learning, current gen systems and networks are being challenged by an unprecedented level of complexity and cost. Fortunately, Dr. Ganesh Ananthanarayanan, a researcher in the Mobility and Networking group at…
10 years is an eternity in the tech world, but we are just getting started
| Victor Bahl
I vividly remember October 29, 2008. I had invited colleagues from academia and industry to Building 99, home of Microsoft Research, for a daylong meeting to discuss the future of mobile and cloud computing. My friends flew to Redmond, Washington,…
Faculty Summit 2018 – Advancing the future shape of systems toward a global AI supercomputer
The 19th Microsoft Research Faculty Summit yet again demonstrated its unique place in the world of computer science in gathering thought leaders, state-of-the-art ideas, new products and a sense of the possible under one roof as industry and leading academic…
Awards | Microsoft Stories
Artificial intelligence eclipses cloud and mobile projects to win the day at Microsoft 2017 Hackathon
What started in 2014 as an experiment to engage employees has turned into a strategic tradition to help Microsoft establish itself at the leading edge of innovation. And this year, the hottest player at the Microsoft Hackathon was artificial intelligence.
In the news | Washington DC Blog
We can use data to achieve Vision Zero by spotting dangerous places before crashes happen
To really stop people from dying on city streets, identify and fix dangerous places before fatalities happen. New technology called “Vision Analytics” does just that. Vision Analytics is the result of a partnership between Microsoft, the University of Washington, and…
In the news | Hamilton News Centre
City of Hamilton partnering with Microsoft on Vision Zero Video Analytics project
Vision Zero is a global movement transforming the way we use, interact and travel on our roads. It has a simple and clear goal: zero fatalities or serious injuries on roadways. Vision Zero aims for safer streets through improved education,…
In the news | Bellevue Reporter
Bellevue premieres national program to reduce traffic deaths
After months of collaboration with Microsoft and the University of Washington, the city of Bellevue premiered its crowd-sourced video analytics project Thursday morning in the hopes of making the streets safe for everybody.