https://github.com/Dhar/image-dreamer

"Dreams" images, such as shown in the Google Research blog post on "Inceptionism".
https://github.com/Dhar/image-dreamer

Last synced: 3 months ago
JSON representation

"Dreams" images, such as shown in the Google Research blog post on "Inceptionism".

• Host: GitHub
• URL: https://github.com/Dhar/image-dreamer
• Owner: Dhar
• Created: 2015-07-02T19:39:11.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2015-12-20T22:41:59.000Z (about 9 years ago)
• Last Synced: 2024-08-02T05:12:22.312Z (7 months ago)
• Language: Python
• Size: 185 KB
• Stars: 105
• Watchers: 16
• Forks: 42
• Open Issues: 10
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# image-dreamer

"Dreams" images, such as shown in the [Google Research blog post on "Inceptionism"](http://googleresearch.blogspot.ch/2015/06/inceptionism-going-deeper-into-neural.html).

## What's it do?

Using a deep neural network, it turns images like this:

![](https://cloud.githubusercontent.com/assets/235769/8487629/318827be-20c2-11e5-9b3a-ec15b0871a4d.jpg)

Into this:

![](https://cloud.githubusercontent.com/assets/235769/8487642/3f91eb74-20c2-11e5-87aa-87ed27236f22.png)

Read the [Google Research blog post on "Inceptionism"](http://googleresearch.blogspot.ch/2015/06/inceptionism-going-deeper-into-neural.html) to learn more about how it works.

## Installation

 * Install [Vagrant](https://www.vagrantup.com/)

 * Clone this repo

 * `cd image-dreamer`

 * `vagrant up`

 * Go grab a coffee, this will take a while

## Usage

 * Copy any JPEG images you want to "dreamify" into the `image-dreamer` directory

 * `vagrant ssh`

 * `cd /vagrant`

 * `ipython dreamify.py  `

 * Freak out!

## Credits

Thanks to the great work of Google's [deepdream](https://github.com/google/deepdream/blob/master/dream.ipynb) team!

The Vagrant file and Vagrantbox are based on those provided by [Data Science Toolbox](http://datasciencetoolbox.org/).  Big thanks to them for providing the scientific Python bootstrap I needed to get this going!

## Contributing

Have fun, hack, contribute!  This is just a starting point, I'd love to see where people take this!

If you make changes, please consider issuing a pull request.  I'm happy to oblige.

Thanks to @borzoj and @dirtyvader for their contributions!