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Furniture Classifier

License: MIT Maintainability

With this project, you can train a MobileNet v2 neural network able to classify furniture pictures from iMateralist challenge from Kaggle, using Tensorflow + Keras.

Then, you can see the results in a static web page, using tensorflow.js. You can even upload your own picture! Works on mobile browsers too.

Chech the results!

This results tun totally in your browser. Make sure you hava canvas activated.

Github pages version

https://adrianodennanni.github.io/furniture_classifier/

Codepen version

https://codepen.io/adrianodennanni/pen/WLBZWj

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A furniture image classifier, which results can be visualized in a web browser

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  • Python 62.1%
  • Ruby 37.9%