/Handwritten-digit-recognition

Recognition of handwritten digits using neural networks (From scratch)

Primary LanguageJupyter Notebook

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!