digit-classifier.

Handwritten Digit Recognition using the MNIST dataset.

Dataset from: https://www.kaggle.com/oddrationale/mnist-in-csv

prerequisites.

• python v3.7.7
• scikit-learn v0.22.1
• numpy v1.18.1
• pandas v1.0.3
• pillow v7.0.0
• django v3.0.3

setup and deployment.

1. Setup an environment with the above mentioned libraries.
2. Clone the repository.
3. To launch the server, navigate to django-server/
4. In terminal, run python manage.py runserver to start the server.
5. Open your browser and go to localhost:8000/digits/ or 127.0.0.1:8000/digits/
6. Draw desired digit and click PREDICT to get an answer.
7. The output of the program will be printed on the bottom of the drawing window.