(10) What can TensorFlow do? - Quora

(10) What can TensorFlow do? - Quora

The short answer: it allows machine learning researcher to experiment with deep neural nets  more easily. Here, "more easily" means it takes less time to construct artificial neural networks, less time to train them (this is arguable, as is always the case when speed is concerned), and less time to deploy them.

Do not expect: do not expect magic things to come from TensorFlow. There is none. A wealth of deep learning frameworks already exist in the wild and TensorFlow is just one of them. It will not give you powerful AI overnight, nor will it help your smartphone to recognize cats. It is a tool for deep learning research that will hopefully make it a bit less cumbersome.

Who should be excited: deep learning researchers who construct and experiment with large number of networks, researchers who are too lazy to get their hands dirty on serious code, and companies that benefit from being able to quickly train and deploy their models. Basically if you consider yourself a member of the general public, it's got nothing to do with you.

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