Image Generate

Objective Goal

Web implementation of Correlational Neural Network (CorrNet) described in the following paper : Sarath Chandar, Mitesh M Khapra, Hugo Larochelle, Balaraman Ravindran. Correlational Neural Networks.

Description

Dependencies

The required dependencies are mentioned in requirement.txt, conda-requirements.txt and runetime.txt.

Deploy the application

Using GitHub

1. Fork this repo

   Click on the button to make a copy of this repo in your own account.

2. Clone your repo

    git clone https://github.com/<your-name>/image-generate.git
   

3. Log into your Heroku account with CLI.

4. Push your changes in GitHub

$ git add .
$ git commit -m "Add your commit name"
$ git push origin master

5. Refresh your Browser and see your updated site

Using Heroku Manual Setup

1. Setup The App

• Create a free Heroku Account(Online)
• Python version >= 2.7 installed locally
• For Linux:

$ heroku login
Enter your Heroku credentials.
Email: python@example.com
Password:

• For Windows:
  • Download Heroku CLI
  • Once Installed use heroku command on your command shell (cmd)

2. Prepare the app

$ git clone https://github.com/heroku/python-getting-started.git
$ cd python-getting-started

3. Deploy the app

$ heroku create
Creating lit-bastion-5032 in organization heroku... done, stack is cedar-14
http://lit-bastion-5032.herokuapp.com/ | https://git.heroku.com/lit-bastion-5032.git
Git remote heroku added

$git push heroku master
Counting objects: 232, done.
Delta compression using up to 4 threads.
Compressing objects: 100% (217/217), done.
Writing objects: 100% (232/232), 29.64 KiB | 0 bytes/s, done.
Total 232 (delta 118), reused 0 (delta 0)
remote: Compressing source files... done.
remote: Building source:
remote:
remote: -----> Python app detected
remote: -----> Installing python-3.6.0
remote: -----> Installing requirements with latest pipenv...
remote:        Installing dependencies from Pipfile.lock...
remote:      $ python manage.py collectstatic --noinput
remote:        58 static files copied to '/app/gettingstarted/staticfiles', 58 post-processed.
remote:
remote: -----> Discovering process types
remote:        Procfile declares types -> web
remote:
remote: -----> Compressing...
remote:        Done: 39.3M
remote: -----> Launching...
remote:        Released v4
remote:        http://lit-bastion-5032.herokuapp.com/ deployed to Heroku
remote:
remote: Verifying deploy... done.
To git@heroku.com:lit-bastion-5032.git
 * [new branch]      master -> master

For paper implementation details please refer to DeepLearn