A sophisticated web application that provides a web interface for neural network-based image processing. This application combines the content of one image with the artistic style of another using convolutional neural networks and the Neural Style Transfer algorithm.

Ostagram is a web service that implements the artistic style transfer algorithm. It allows users to create artistic images by applying the style of famous paintings or artistic works to their own photographs.

git clone <repository-url> cd ostagram

bundle install

bundle exec rake db:create bundle exec rake db:migrate bundle exec rake db:seed

Create a config/secrets.yml file with the following structure:

token: production: your_session_secret_key workservers: server1: host: "deploy" username: "deploy" password: "your_password" remote_neural_path: "/home/deploy/neural-style" init_params: "-gpu -1 -image_size 100" iteration_count: 10 admin_email: "admin@example.com" smtp_settings: address: 'smtp.gmail.com' port: 587 domain: 'gmail.com' user_name: 'your_email@gmail.com' password: 'your_app_password' authentication: 'plain' enable_starttls_auto: true

bundle exec rails server

bundle exec rake test

Start Redis and Resque workers:

redis-server bundle exec rake resque:work

• Implementation Reference: jcjohnson/neural-style