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This project is an Image Classifier for the Street View House Numbers (SVHN) Dataset obtained from house numbers in Google Street View images.

SVHN overview image
Image Source

Project folder includes

  1. Readme.md (this file)
  2. Google colab notebook for building, training and testing a Convolutional Neural Network on the SVHN dataset.
  3. Misc
    • SVHN Overview Image

Libraries used

  1. Python programming language is used
  2. Deep learning libraries Tensorflow 2.x and Keras API
  3. Other python libraries including numpy, etc

Notes

  1. The SVHN dataset has 2 formats. This project uses Format 2: Cropped Digits