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Binary Image Classification with Tensorflow
Latest   Machine Learning

Binary Image Classification with Tensorflow

Last Updated on July 26, 2023 by Editorial Team

Author(s): Andrea D’Agostino

Originally published on Towards AI.

Convolution

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Photo by Yan Laurichesse on Unsplash

In this post, we will see how to build a binary classification model with Tensorflow to differentiate between dogs and cats in images. Taking a cue from a famous competition on Kaggle and its dataset, we will use this task to learn how

import a compressed dataset from the webbuild a classification model with convolution layers and max poolingcreate an image generator with ImageDataGenerator to effectively manage training and validation imagescompile and train the modelvisualize the transformations applied to the images in the various layers… Read the full blog for free on Medium.

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