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svhn-digit-classification

Digit recognition from Google Street View images

Achieving 90% of the accuracy on validation set after 10 hours of training on a Azure A4 instance.

Dataset can be downloaded https://www.dropbox.com/s/17ocxoqkcrn272f/class_fixed.zip?dl=0

Change imagePath inside Run.py to point to the unzipped data folder

  • First, train a model with python Run.py

  • After training, classify a digit image by passing an image file name python Run.py [filename]

For more details, visit https://experimentationground.wordpress.com/2016/09/26/digit-recognition-from-google-street-view-images/

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Digit recognition from Google Street View images

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