Handwritten Digit Recognition using Feed Forward Neural Networks.

• This project utilises a neural network library, nicenet.
• Check out its implementation from scratch here. For the pip3 package info, click here

Files in this repo

• datasets/mnist.pkl.gz
  • gzipped serialized mnist dataset.
• models/
  • Contains the exported trained models with different accuracy.
• handwritten_digits.json - A pretrained model with an accuracy around 95%. - It is trained for 10 epochs with 50k samples of the MNIST training data
• handwritten_digits.ipynb - Python3 notebook.

Feel free to contribute and open any issues!