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A simple NN word recognizer based on the EMNIST dataset

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UNIVERSITY OF GRONINGEN - Neural Networks

Konstantin Rolf - S3750558,
Kacper Bielewicz - S3745791,
Nicholas Koundouros - S3726444,
Daniel Aboo - S3472183

Word-Recognizer

A simple NN word recognizer based on the EMNIST dataset. The model is capable of predicting combinations of letters that form words.

Run the project

Run the project using the simple command line interface:

git clone https://github.com/KonstantinRr/word-recognizer && cd word-recognizer
pip install -r requirements.txt

# Trains the model for 20 epochs
python train --epochs 20

# Predicts a word using the trained dataset
python predict --weights training/check

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A simple NN word recognizer based on the EMNIST dataset

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