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You're reading from  Practical Guide to Azure Cognitive Services

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781801812917
Edition1st Edition
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Authors (3):
Chris Seferlis
Chris Seferlis
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Chris Seferlis

Chris Seferlis is an Account Technology Strategist at Microsoft. He has over 20 years of experience working in IT and solving technology challenges to accomplish business goals. Chris has an MBA from UMass, bringing a mix of business acumen, with practical technology solutions, focusing on the Microsoft Data Platform and Azure.
Read more about Chris Seferlis

Christopher Nellis
Christopher Nellis
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Christopher Nellis

Christopher Nellis is a Senior Infrastructure Engineer and is experienced in deploying large-scale infrastructure for organizations. He has a passion for automation and MLOps and enjoys working with people to solve problems and make things better.
Read more about Christopher Nellis

Andy Roberts
Andy Roberts
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Andy Roberts

Andy Roberts is a seasoned Data Platform and AI Architect. He has dawned many hats in his career as a developer, dba, architect, project lead, or more recently a part of a sales organization, the heart of his job has always revolved around data. Acquiring it, shaping it, moving it, protecting it and using it to predict future outcomes, processing it efficiently.
Read more about Andy Roberts

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Sending a notification of an irregular product

Our model is built, and we have established a system for capturing images of our tails to compare against our machine learning model. Now, we need to put the downstream processes in place to notify our quality inspector when a Bad Tail has been detected. As described previously, a system for sending notifications and providing feedback when a false positive has been detected was developed using a Raspberry Pi device for input and output of information. If you are unfamiliar with these devices, a Raspberry Pi computer is a lightweight computer commonly running the Linux operating system, which was originally designed for education and hobbyists. Its expansive nature and the add-on components that were designed due to the popularity of the devices led to significantly more adoption of Raspberry Pi devices than originally anticipated, and they have been commonly used in commercial applications as a result.

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Practical Guide to Azure Cognitive Services
Published in: May 2023Publisher: PacktISBN-13: 9781801812917

Authors (3)

author image
Chris Seferlis

Chris Seferlis is an Account Technology Strategist at Microsoft. He has over 20 years of experience working in IT and solving technology challenges to accomplish business goals. Chris has an MBA from UMass, bringing a mix of business acumen, with practical technology solutions, focusing on the Microsoft Data Platform and Azure.
Read more about Chris Seferlis

author image
Christopher Nellis

Christopher Nellis is a Senior Infrastructure Engineer and is experienced in deploying large-scale infrastructure for organizations. He has a passion for automation and MLOps and enjoys working with people to solve problems and make things better.
Read more about Christopher Nellis

author image
Andy Roberts

Andy Roberts is a seasoned Data Platform and AI Architect. He has dawned many hats in his career as a developer, dba, architect, project lead, or more recently a part of a sales organization, the heart of his job has always revolved around data. Acquiring it, shaping it, moving it, protecting it and using it to predict future outcomes, processing it efficiently.
Read more about Andy Roberts