Guide to Convolutional Neural Networks

Guide to Convolutional Neural Networks

A Practical Application to Traffic-Sign Detection and Classification

Habibi Aghdam, Hamed

Springer International Publishing AG

05/2017

282

Dura

Inglês

9783319575490

15 a 20 dias

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.
Traffic Sign Detection and Recognition Pattern Classification Convolutional Neural Networks Caffe Library Classification of Traffic Signs Detecting Traffic Signs Visualizing Neural Networks Appendix A: Gradient Descend