Abstract
With the development of computer technology, the applications of machine learning are more and more extensive. One of those applications is image recognition by using Convolutional Neural Networks (CNNs). The significance of this study is to demonstrate the basic structure of CNNs, to understand the further developments of its efficiency and accuracy. Generally, this paper summarizes the composition, evaluation and implementations of Convolutional Neural Networks and gives a brief introduction of the development of this technique.
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