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Wednesday, July 31, 2019

Why AWS is building tiny AI race cars to teach machine learning

The AWS DeepRacer is an almost toylike 1/18th scale race car. It comes with all of the sensors and software tools to help developers build machine learning models to drive the car around a course — or really do anything else they want it to do. The $399 DeepRacer launched at AWS’s massive re:Invent show in late 2018.

At the time, it seemed like a bit of a gimmick, but AWS has put a lot of its weight behind it and is currently running a DeepRacer league at its various events around the world. At these events, developers can pit their models against each other and learn more about building a specific kind of machine learning model in the process.

Why bother, though? It’s not like DeepRacer cars are likely to add to AWS’s bottom line anytime soon. DeepRacer, however, is part of a line of hardware products from AWS that started with DeepLens, a smart camera for developers.

“It really comes from the same place,” AWS general manager for Artificial Intelligence and Machine Learning marketing Ryan Gavin told me. “When you think about the stimulus for something like DeepLens, it was really about how do we put machine learning into the hands of every developer and data scientist. That’s our mission and we’re very consistent about that.”



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