Larsluph/NN-webui

Web server that provides a web interface for generating a neural network

NN-webui

Web server that provides a web interface for interacting with an MNIST-trained neural network

Installation

On *NIX systems

# Create virtual environment
python3 -m venv .env
# Activate it
source .env/bin/activate
# Install dependencies
python3 -m pip install -r requirements.txt
 
# Train MNIST model
python3 ai/mnist.py

On Windows systems

:: Create virtual environment
python -m venv .env
:: Activate it
.env\Scripts\activate
:: Install dependencies
python -m pip install -r requirements.txt
 
:: Train MNIST model
python ai\mnist.py

To train the model using hardware, follow PyTorch documentation

Running the application

python -m flask run