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Computer Vision on AWS
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In this chapter, we covered establishing an AI governance framework. We discussed processes and procedures to help minimize risk and maximize the results of AI/ML systems. Next, we defined the key roles and responsibilities of business stakeholders for effective governance. We also summarized how AI governance applies to CV and how to mitigate unfair bias. Lastly, we detailed how to use Amazon SageMaker to apply governance and explainability across your workloads.
In this book, we’ve taken a journey into exploring the world of CV. From simple image classification tasks to the recent excitement surrounding generative AI, we’ve only just begun to discover the applications of CV. We hope you’ve enjoyed walking through some real-world examples and learning tips and tricks for using Amazon Rekognition, Amazon Lookout for Vision, and Amazon SageMaker along the way. Now, you’re ready to solve your business challenges with CV and incorporate AWS AI/ML...