GoogleNet Inception V3 model

As a concrete implementation of a CNN, in this section, I am going to present the GoogleNet ( architecture by Google ( and its inception layers. It has been presented at the ImageNet Large Scale Visual Recognition Challenge 2014 (ILSVRC2014, Needless to say, it won that competition. The distinct characteristic of this implementation is the following: increased depth and width and, at the same time, a constant computational budget. Improved computing resources utilization is part of the network design.

This chart summarizes all of the layers for this network implementation presented in the context: ...

Get Hands-On Deep Learning with Apache Spark now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.