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README.md
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This model was created as a part of the project for FI:PA228 (Masaryk University),
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inspired by this paper: [Face Generation from Textual Features using Conditionally trained Inputs to Generative Adversarial Networks](https://arxiv.org/abs/2301.09123)
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It was trained on the generated dataset from BLIP and StyleGAN3.
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## How to use:
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## Demo
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For the demo of the whole pipeline, or how this model helps to generate a final image,
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visits [text-to-stylegan HF space](https://huggingface.co/spaces/balgot/text-to-stylegan3).
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This model was created as a part of the project for FI:PA228 (Masaryk University),
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inspired by this paper: [Face Generation from Textual Features using Conditionally trained Inputs to Generative Adversarial Networks](https://arxiv.org/abs/2301.09123)
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It was trained on the generated dataset from BLIP and StyleGAN3. See the [corresponding notebook](https://colab.research.google.com/drive/14rDcCc0Xr1L1Ax3aKezEhmcn81vXGVQ7?usp=sharing)
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for further details.
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## How to use:
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## Demo
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For the demo of the whole pipeline, or how this model helps to generate a final image,
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visits [text-to-stylegan HF space](https://huggingface.co/spaces/balgot/text-to-stylegan3).
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## Examples
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* Prompt: `attractive young woman, blond hair`
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![image of attractive young women](attractive_young_woman_blonde.png)
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* Prompt initial: `cute young boy, blond hair, blue eyes, smiling`
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* Prompt second: `old man, short gray hair, glasses, wearing hat`
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<img src="https://huggingface.co/balgot/bert-2-stylegan3/resolve/main/young2old.gif" width="200" height="200" />
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