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Hands-On Java Deep Learning for Computer Vision
book

Hands-On Java Deep Learning for Computer Vision

by Klevis Ramo
February 2019
Intermediate to advanced content levelIntermediate to advanced
260 pages
6h 3m
English
Packt Publishing
Content preview from Hands-On Java Deep Learning for Computer Vision

Building a neural network

So now that we have the structure for one neuron, it's time to build a neural network. A neural network, just like a neuron, has three parts:

  • The input layer
  • The output layer
  • The hidden layers

The following diagram should help you visualize the structure better: 

Usually, we have many hidden layers with hundreds and thousands of functions, but here, we have just two hidden layers: one with one neuron and the second with three neurons.

The first layer will give us one output that is achieved after multiplying by the activation function. By applying different values of weights to this, we can produce three different ...

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Publisher Resources

ISBN: 9781789613964Supplemental Content