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👋 Welcome to glassy: Where Neural Magic Recognizes Your Digits!

Glassy by DALL·E

Handwritten Digit Recognition

(.venv) ziadh@Ziads-MacBook-Air mnist % pip3 install tensorflow opencv-python numpy seaborn

For Mac M1 users

you might encounter SSLCertVerificationError while downloading the dataset, to fix this run the following command:

(.venv) ziadh@Ziads-MacBook-Air mnist % bash /Applications/Python*/Install\ Certificates.command

Table of Results

Model Accuracy
mnist-3-97.09.model 40%
mnist-3-97.11.model 50.0%
mnist-9-97.15.model 30.0%
mnist-9-97.41.model 40.0%
mnist-9-97.57.model 50.0%
mnist-20-97.59.model 40.0%
mnist-20-97.65.model 50.0%

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A neural network implementation of Handwritten Digit Recognition.

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