Detects handwritten digits uploaded to this site. Make sure the digits are written by marker or even in MS-Paint.
- Multiclass Classification
- Convolutional Neural Networks
You can refer to the jupyter notebook here.
- 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
- Python
- Django (Framework for python)
- HTML/CSS
- Jupyter Notebook
- Numpy
- Pandas
- Matplotlib
- Scikit-Learn
- 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.