MNIST-Net

Implementation of a neural network trained on the MNIST handwritten digits dataset. I used this as an excercise to apply my theoretical knowledge about neural networks and machine learning and experiment with realistic data. This project is built with PyTorch.

Usage

1. Create and activate your python environment
2. Install dependencies

pip3 install -r requirements.txt

3. Download the dataset

python3 ./core/dataset.py

4. Start the app

streamlit run app.py

Now you can visit the app at http://localhost:8501 and start training, evaluating and testing the model.