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

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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

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

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