https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning
https://github.com/shekit/mirror-selfie

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: about 1 month ago
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Removing the phone from the notorious mirror selfie using deep learning

• Host: GitHub
• URL: https://github.com/shekit/mirror-selfie
• Owner: shekit
• Created: 2019-06-27T17:09:05.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-06-27T17:39:17.000Z (over 5 years ago)
• Last Synced: 2024-08-05T09:16:54.498Z (5 months ago)
• Topics: deep-learning, jupyter-notebook, keras, keras-tensorflow, tensorflow
• Language: Jupyter Notebook
• Size: 19.2 MB
• Stars: 38
• Watchers: 1
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Mirror Selfie

Removing the phone from the notorious mirror selfie using deep learning

# Demo Video

![](no-phone.gif)

[Full Video](https://youtu.be/BXwDPqzWilI)

# How to run

The notebooks were created and run in Google colab. A google colab runtime resets every 12 hours. You can link it to your google drive to help with file persistence.

- **mirror_selfie.ipynb** - detect masks and do inpainting based on your trained model

- **training_inpainting.ipynb** - train the inpainting model on your own dataset

## Code is based on the following work:

- https://github.com/matterport/Mask_RCNN

- https://github.com/MathiasGruber/PConv-Keras