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Image Inpainting using Context Encoders

In this project, I have trained a Deep Convolutional Network to generate missing portions of an input image. The method used is inspired by Context Encoders: Feature Learning by Inpainting. A potential application of this project is the digital restoration of damaged images.

Prerequisites

In order to clone and reproduce results from this repository, you will need to install:

  • Python 2.7
  • Numpy
  • Tensorflow
  • OpenCV

Contributing

Feel free to clone and add extensions. Pull Requests are welcome.

Authors

Acknowledgments

Output samples:

Output sample 1

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  • Python 100.0%