Hands-On Deep Learning for Images with TensorFlow by Will Ballard

Author:Will Ballard
Language: eng
Format: epub, mobi, pdf
Tags: COM018000 - COMPUTERS / Data Processing, COM004000 - COMPUTERS / Intelligence (AI) and Semantics, COM044000 - COMPUTERS / Neural Networks
Publisher: Packt Publishing
Published: 2018-07-31T06:38:15+00:00

Functional model of Keras

We start with an input layer that's shaped in the same way as one of our input samples. In our case, we have picked one of our training images, which we know from our prior lesson has the dimensions of 28x28 pixels. Now, we pass this through a stack. A dense layer is followed by dropout_1, followed by a dense layer followed by dropout_2, which we ultimately turn into softmax activation to turn it over to the output layer. Then, we combine these together as inputs and outputs into our model. Then, we print summary, which will look like this:

Download

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.