Synthetic Data Generation for Robotics with Bill Vass - #588

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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1+ y ago 36:17

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Today we’re joined by Bill Vass, a VP of engineering at Amazon Web Services. Bill spoke at the most recent AWS re:MARS conference, where he delivered an engineering Keynote focused on some recent updates to Amazon sagemaker, including its support for synthetic data generation. In our conversation, we discussed all things synthetic data, including the importance of data quality when creating synthetic data, and some of the use cases that this data is being created for, including warehouses and in the case of one of their more recent acquisitions, iRobot, synthetic house generation. We also explore Astro, the household robot for home monitoring, including the types of models running it, is running, what type of on-device sensor suite it has, the relationship between the robot and the cloud, and the role of simulation.

The complete show notes for this episode can be found at twimlai.com/go/588

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