pradyyadav / knowdigit

KnowDigit

Detects handwritten digits uploaded to this site. Make sure the digits are written by marker or even in MS-Paint.

Machine Learning Techniques

• Multiclass Classification
• Convolutional Neural Networks

Model Summary

You can refer to the jupyter notebook here.

Instructions to run this app locally.

• Clone the repository :

git clone https://github.com/pradyyadav/KnowDigit

• Check your Django Installation :

python -m django --version

• Install Django if you don't have it :

pip install django

• Install all requirements :

pip install -r requirements.txt

Languages and Frameworks :

• Python
• Django (Framework for python)
• HTML/CSS

Tools :

• Jupyter Notebook

Machine Learning Libraries :

• Numpy
• Pandas
• Matplotlib
• Scikit-Learn

Deep Learning Libraries :

• OpenCV
• Tensorflow

PS : I made this repo for self learning, I learnt how to implement CNN using Tensorflow and I also got my hands dirty in the backend development by using Django. Also, the frontend is not that attractive as of now, any contributions are welcome.