Neural Style Transfer

Under active development

Inspired from this PyTorch tutorial.

Installation (WIP)

The demo application is currently hosted here.

Step 1. Clone this repository by running

git clone https://github.com/dkedar7/neural-style-transfer

Step 2. Create a virtual environement by running

python -m venv StyleTransfer

Step 3. Activate this environment, on Windows:

StyleTransfer\scripts\activate

MacOS or Linux:

source StyleTransfer/bin/activate

Step 4. Open the directory and install dependencies

cd style-transfer/
pip install -r requirements.txt

Step 5. Launch the web application

python run.py

Use localhost:8080 to interact with the application.

About the demo deployment

The demo deployment uses Google Build to containerize the application, Google Container Registry for storing and managing a container and Google Cloud Run to deploy it as a web endpoint.

More about Google Cloud Run

Limitations (WIP)

License

Neural Style Transfer uses the MIT license.

Dependencies

You need Python 3 to run this application. Other dependencies can be found in the requirements.txt file.