December 2022
Intermediate to advanced
435 pages
7h 29m
English
Convolutional neural networks (CNNs) are a category of neural networks that can be used to identify spatial patterns in a robust manner. They achieve this robustness by a parsimonious use of parameters and by systematic identification of simple patterns that are aggregated into complex specifications using subsequent layers. They are able to recognize features in a translation-invariant fashion. Their use in modern digital imaging technology is ubiquitous, with most cameras programmed to pick out faces ...