hubbeking/deepdream-docker repository overview

⁠deepdream-docker

Simple deepdreaming docker-compose stack based on bvlc/caffe:cpu, flask, and celery

Meant to provide easy-to-setup deepdreaming and guided deepdreaming as a web service. Accepts images to dream about in a web form, using a simple flask service running on uwsgi. Deepdreams are ran using the Celery framework, for asynchronus dreaming of up to X images at once, where X is the number of processors on the host system. Result images from deepdreams are sent out via email, using SMTP.

⁠Setup

• Get yourself an SMTP server to use for emailing out results
• Make an .env file based on template.env⁠
  • RabbitMQ credentials can be whatever you like, but if you for some reason have this externally accessible, it's better to have good passwords
• Run docker-compose up -d
• Point your browser at http://localhost:8000/upload⁠
  • Optionally, point a reverse proxy at it with HTTPS support (caddy, traefik, nginx, apache)
  • If externally accessible, put it behind oauth2-proxy