Handwritten digit recognition web application that utilizes the MNIST dataset
- Clone repository locally
- Create your virtual environment
python3 -m venv /path/to/new/virtual/environment
- Start virtual environment
source /path/to/new/virtual/environment/bin/activate
- Configure your virtual environment with file included in repo
pip install -r requirements.txt
- Start server
python app.py
- Flask
- Vanilla JS
- Fetch API
- Sass
- Grunt.js Frontend Build Processing
- Multi-layer Perceptron Neural Network
- scikit-learn
- Joblib/Pickle Serialization
- MNIST