https://github.com/r13i/painting-with-neural-net

Project to train a neural network to paint using TensorFlow.
https://github.com/r13i/painting-with-neural-net

jupyter-notebook machine-learning neural-networks numpy python tensorflow

Last synced: 21 days ago
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Project to train a neural network to paint using TensorFlow.

• Host: GitHub
• URL: https://github.com/r13i/painting-with-neural-net
• Owner: r13i
• License: mit
• Created: 2018-09-07T15:14:30.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-09-07T16:05:48.000Z (over 6 years ago)
• Last Synced: 2024-04-24T12:15:17.329Z (8 months ago)
• Topics: jupyter-notebook, machine-learning, neural-networks, numpy, python, tensorflow
• Language: Python
• Size: 2.94 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# painting-with-neural-net

Project to train a neural network to paint using TensorFlow.

### Description

In this project I build a multi-layer perceptron fed with pixel position as training data and corresponding RGB colors as labels. I use TensorFlow to build the graph and run training / test processes.

### Result

##### Input image:

![Input image](./astronaut.jpg "An astronaut image used as input")

##### Progress made through iterations:

![Iterative progress](./result.gif "GIF showing the progress made by training during iterations")

### References

- [Kadenze Academy](https://www.kadenze.com/)