https://github.com/bamos/dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow
https://github.com/bamos/dcgan-completion.tensorflow

deep-learning tensorflow

Last synced: 14 days ago
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Image Completion with Deep Learning in TensorFlow

• Host: GitHub
• URL: https://github.com/bamos/dcgan-completion.tensorflow
• Owner: bamos
• License: other
• Created: 2016-08-09T14:07:57.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-07-18T11:08:45.000Z (over 7 years ago)
• Last Synced: 2024-10-14T20:43:24.045Z (29 days ago)
• Topics: deep-learning, tensorflow
• Language: Python
• Size: 69.9 MB
• Stars: 1,308
• Watchers: 45
• Forks: 388
• Open Issues: 28
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Image Completion with Deep Learning in TensorFlow

![](/completion.compressed.gif)

+ [See my blog post for more details and usage instructions](http://bamos.github.io/2016/08/09/deep-completion/).

+ This repository implements Raymond Yeh and Chen Chen et al.'s paper

  [Semantic Image Inpainting with Perceptual and Contextual Losses](https://arxiv.org/abs/1607.07539).

+ Most of the code in this repository was written by modifying a

  duplicate of [Taehoon Kim's](http://carpedm20.github.io/)

  [DCGAN-tensorflow](https://github.com/carpedm20/DCGAN-tensorflow) project,

  which is MIT-licensed.

  My modifications are also [MIT-licensed](./LICENSE).

+ The [./checkpoint](./checkpoint) directory contains a pre-trained

  model for faces, trained on the CelebA dataset for 20 epochs.

# Citations

Please consider citing this project in your

publications if it helps your research.

The following is a [BibTeX](http://www.bibtex.org/)

and plaintext reference.

The BibTeX entry requires the `url` LaTeX package.

```

@misc{amos2016image,

    title        = {{Image Completion with Deep Learning in TensorFlow}},

    author       = {Amos, Brandon},

    howpublished = {\url{http://bamos.github.io/2016/08/09/deep-completion}},

    note         = {Accessed: [Insert date here]}

}

Brandon Amos. Image Completion with Deep Learning in TensorFlow.

http://bamos.github.io/2016/08/09/deep-completion.

Accessed: [Insert date here]

```