2min chapter

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#210 – Matt Walker: Sleep

Lex Fridman Podcast

CHAPTER

What Is Data Augmentation?

Dreams are a virtual reality test space that is largely consequence free. They're wild and crazy but they're still grounded in reality to a degree where anything you learn in dreams might be useful in reality. This has been effectively recently used in self-supervised learning for computer vision with the process of what's called data augmentation. The human mind is very good at constructing dreams that are nevertheless useful for you.

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