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Product Details 基本信息 ISBN-13 书号 9783319575490 Author 作者 Habibi Aghdam Format 版本 精装 Pages Number 页数 282页 Publisher 出版社 Springer International Publishing Publication Date 出版日期 2017-05-30 Shipping Weight 商品重量 652g Language 语种 英语 Book Contents 内容简介 This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational efficiency of ConvNets, as well as visualization techniques to better understand the underlying processes. The proposed models are also thoroughly evaluated from different perspectives, using exploratory and quantitative analysis.Topics and features: explains the fundamental concepts behind training linear classifiers and f
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