https://github.com/szymciem8/semantic-image-synthesis

Generative models that generate paintings in the style of Bob Ross based on segmentation images.
https://github.com/szymciem8/semantic-image-synthesis

fastapi gan gaugan machine-learning pix2pix spade streamlit tensorflow tensorflow2

Last synced: 24 days ago
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Generative models that generate paintings in the style of Bob Ross based on segmentation images.

• Host: GitHub
• URL: https://github.com/szymciem8/semantic-image-synthesis
• Owner: szymciem8
• License: mit
• Created: 2022-12-26T21:22:10.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-26T22:10:11.000Z (about 1 year ago)
• Last Synced: 2024-11-10T23:36:03.007Z (3 months ago)
• Topics: fastapi, gan, gaugan, machine-learning, pix2pix, spade, streamlit, tensorflow, tensorflow2
• Language: Jupyter Notebook
• Homepage:
• Size: 88.8 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Semantic-Image-Synthesis

![Made with Python](https://img.shields.io/badge/Python-FFD43B?style=flat&logo=python&logoColor=blue)

![Tensorflow](https://img.shields.io/badge/TensorFlow-FF6F00?style=flat&logo=tensorflow&logoColor=white)

[![Made with Jupyter](https://img.shields.io/badge/Made%20with-Jupyter-orange?style=flat&logo=Jupyter)](https://jupyter.org/try)

## Bob Ross AI Painter

You can interact with the models through a Streamlit application. 

![app](/images/bob-ross-ai-painter-screen-1.png)

The app is built with Docker. Use the command below to start the app locally. 

```

docker-compose -f docker-compose.dev.yml up 

```

## Exmaples of GauGAN

  

      Segmentation Map

      Ground Truth

      Generated Image

  

  

    

    

    

  

  

    

    

    

  

  

    

    

    

  

 

## Exmaples of Pix2Pix

  

      Segmentation Map

      Ground Truth

      Generated Image