aayushbansal / OpenShapes

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

Home Page:http://www.cs.cmu.edu/~aayushb/OpenShapes/

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OpenShapes

This repository provides the code (both MATLAB and Python version) for our work on in-the-wild image synthesis and manipulation. The beta version of web-app is available here. Please consider citing our work if you find it useful.

@inproceedings{OpenShapes,
  author    = {Aayush Bansal and
               Yaser Sheikh and
               Deva Ramanan},
  title     = {Shapes and Context: In-the-wild Image Synthesis & Manipulation},
  booktitle   = {CVPR},
  year      = {2019},
}

Demo Video

OpenShapes web-app (beta version)!

Click above to see video!

Compute

The code does not require GPUs or other expensive hardware. You may run it on your regular machines. It is however suggested to keep data (~20GB)on a ssd or fast drive to get faster results.

About

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

http://www.cs.cmu.edu/~aayushb/OpenShapes/


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Language:MATLAB 75.4%Language:Python 24.6%Language:M 0.0%