https://github.com/mendez-luisjose/avatar-faces-gans
GANs Model that Generates Avatar Faces
https://github.com/mendez-luisjose/avatar-faces-gans
gans tensorflow
Last synced: about 1 month ago
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GANs Model that Generates Avatar Faces
- Host: GitHub
- URL: https://github.com/mendez-luisjose/avatar-faces-gans
- Owner: mendez-luisjose
- Created: 2023-08-13T14:21:55.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-08-13T21:38:51.000Z (almost 3 years ago)
- Last Synced: 2025-10-06T06:45:45.018Z (9 months ago)
- Topics: gans, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 20.3 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# GANs Avatar Faces Model 🤖
## Avatar Faces Generator Model with TensorFlow
This Deep Convolutional Generative Adversarial Network `(GANs)` generates Avatar Faces.
It was trained with over 20.000 Images, using TensorFlow and the Google Colab GPU.
## Check-it out
Test the Model by running the `app.py` file, built with `Streamlit`.
The code of the Model is in the `gans_avatar_faces.ipynb` file.
## Run
```sh
streamlit run app.py
```
## Resources
- Avatar Dataset: https://www.kaggle.com/datasets/soumikrakshit/anime-faces
- Code Explained: https://mendezluisjose.hashnode.dev/gans-avatar-faces-generator-model