Introduction to Convolutions with TensorFlow

In this Project, you will:

Load and draw an image from scipy, an open source Python library used for scientific and technical computing

Create a filter as a 3x3 array and a convolution and see the effects on the image

Run a pooling to see how it affects the output

50 minutes
Intermediate
No download needed
Shareable certificate
English
Desktop only

This is a self-paced lab that takes place in the Google Cloud console. A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it! You also explore pooling, which compresses your image and further emphasizes the features.

Skills you will develop

  • Google Cloud Platform

  • Cloud Computing

  • Convolution

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