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October 24, 2019 17:51
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In this chapter we'll write a computer program implementing a neural network that learns to recognize | |
handwritten digits. The program is just 74 lines long, and uses no special neural network libraries. But | |
this short program can recognize digits with an accuracy over 96 percent, without human intervention. | |
Furthermore, in later chapters we'll develop ideas which can improve accuracy to over 99 percent. In fact, | |
the best commercial neural networks are now so good that they are used by banks to process cheques, and by | |
post offices to recognize addresses. |
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