Fast Image Scanning with Deep Max-Pooling Convolutional Neural NetworksReport as inadecuate



 Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks


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Download or read this book online for free in PDF: Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks
Deep Neural Networks now excel at image classification, detection and segmentation. When used to scan images by means of a sliding window, however, their high computational complexity can bring even the most powerful hardware to its knees. We show how dynamic programming can speedup the process by orders of magnitude, even when max-pooling layers are present.



Author: Alessandro Giusti; Dan C. Cireşan; Jonathan Masci; Luca M. Gambardella; Jürgen Schmidhuber

Source: https://archive.org/







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