TensorFlow for Poets
1 hour
5 Credits
GSP077
Overview
TensorFlow is an open source library for numerical computation, specializing in machine learning applications. In this lab you will learn how to install and run TensorFlow on a single machine, then train a simple classifier to classify images of flowers.
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GSP077OverviewIntroductionSet upCreate a development machine in Compute EngineClone the git repositoryDownload the training images(Re)training the networkRun the trainingGo back to TensorBoard tabUsing the Retrained Model(Optional) Trying other hyperparameters if you have time(Optional) Training on your own categoriesTest your knowledgeCongratulations!
Score
—/100
Create a development machine in Compute Engine
/ 20
Install TensorFlow
/ 20
Clone the git repository
/ 20
Download the training images and move them to the tf_files directory
/ 20
Open a firewall for Tensorboard on port 6006
/ 20