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Handwritten text generator

Demo

This work is based on Generating Sequences With Recurrent Neural Networks by Alex Graves. This model was trained on IAM On-Line Handwriting Database (data/original-xml-part.tar.gz file)

You can start your server everywhere with simple commands,

Requirements

  • Docker (install using bash install_docker.sh)

Install and run:

docker build -t flask_gunicorn_app_image . -f src/deploy/app/Dockerfile
docker run -d --name flask_gunicorn_app -p 8000:8000 flask_gunicorn_app_image

Or alternatively:

bash build.sh

Start:

docker start flask_gunicorn_app

Stop:

docker stop flask_gunicorn_app

Logs:

docker logs flask_gunicorn_app

Remove:

docker stop flask_gunicorn_app
docker rm flask_gunicorn_app
docker rmi flask_gunicorn_app_image
docker volume prune -f

Or alternatively:

bash remove.sh

Local build:

bash local_build.sh
Developed by: Vasyl Borsuk, Volodymyr Zabulskyy and Roman Vey