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README.md
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title: Stable Diffusion Reference Only
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sdk: gradio
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sdk_version: 3.
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app_file: app.py
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pinned:
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license: apache-2.0
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models:
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- AisingioroHao0/stable-diffusion-reference-only-automatic-coloring-0.1.2
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---
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title: Stable Diffusion Reference Only
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emoji: 🔥
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colorFrom: yellow
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colorTo: gray
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sdk: gradio
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sdk_version: 3.20.0
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app_file: app.py
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pinned: true
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license: apache-2.0
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models:
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- AisingioroHao0/stable-diffusion-reference-only-automatic-coloring-0.1.2
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---
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# StableDiffusionReferenceOnly
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A general model for secondary creation.
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No training is needed to achieve style transfer of any anime character and line drawing coloring.
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Code: https://github.com/aihao2000/StableDiffusionReferenceOnly
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Model: https://huggingface.co/AisingioroHao0/stable-diffusion-reference-only-automatic-coloring-0.1.2
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| prompt | blueprint | result |
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| :---------------------------------: | :------------------------------------: | :---------------------------------: |
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| ![](./README.assets/3x9_prompt.png) | ![](./README.assets/3x9_blueprint.png) | ![](./README.assets/3x9_result.png) |
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### Instructions
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Secondary creation requires two images.
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One is prompt image. It is a reference image that you wish to migrate to the new image. We provide the ```character segment``` function to clear the background, which often brings better results.
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The other is blueprint image. It will control the picture structure of the new picture. It is also recommended to use ```character segment``` to enhance the effect. And there are two other buttons. If the blueprint you input is manual line drawing, you only need to click the ```color inversion``` button to ensure a black background and white lines. If you are entering a color image of another character, you need to click the ```get line art``` button and then click the ```color inversion``` button. Then click the inference button to get the results.
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You can also directly upload reference images and line art image and click ```automatic coloring``` to get the results without the above operations.
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You can also directly upload two color character pictures to try ```style transfer```
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## 介绍
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二次创作需要两张图片。
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一是提示图像。 它是您希望迁移到新图像的参考图像。 我们提供了角色分割```character segment```功能来清除背景,这往往会带来更好的效果。
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另一种是蓝图图像。 它将控制新图片的图片结构。还建议使用```character segment```来增强效果。 还有另外两个按钮。 如果您输入的图纸是人工线稿,则只需点击```color inversion```按钮即可保证黑底白线。 如果您要输入另一个角色的彩色图像,则需要单击```get line art```按钮,然后单击```color inversion```按钮。 然后点击```inference```按钮即可得到结果。
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您也可以直接上传参考图和线稿图,点击```automatic coloring```即可得到结果,无需进行上述操作。
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也可以直接上传两张彩色人物图片来试试风格迁移```style transfer```。
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