The 2018 @Scale Conference

@Scale 2018: Computer vision at scale as cloud services

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In this talk, Cha Zhang, Principal Researcher at Microsoft Cloud & AI, describes how, as computer vision matures and becomes ready for real-world applications, Microsoft’s team has set a mission to scale and democratize it via cloud services.

Starting by integrating some of the latest computer vision work from Microsoft Research, we quickly learned that building such a service at scale requires not only state-of-the-art algorithms but also deep care of customer demands. In this talk, Cha walks through some of the challenges, including data privacy, deep customization, and bias correction, and discusses solutions they have built to tackle these challenges.

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