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Image Classification of Coastline Images Using TensorFlow on Cloud ML Engine

85m Acceso · 85m finalización
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9 Créditos

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01:25:00

Image Classification of Coastline Images Using TensorFlow on Cloud ML Engine

GSP014

Google Cloud Self-Paced Labs

Overview

In this lab you will carry out a transfer learning example based on Inception-v3 image recognition neural network. The objective is to classify coastline images captured using drones based on their potential for flood damage.

If you are not yet familiar with Datalab, what follows is a graphical cheat sheet for the main Datalab functionality:

369bf7e045b084ed.png

What you'll learn

  • How transfer learning for image classification works
  • How to use Cloud Dataflow for batch processing of image data
  • How to use Cloud ML and Datalab ML Toolbox to train a classification model
  • How to use Cloud ML to provide a prediction API service

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