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license: apache-2.0
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license: apache-2.0
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---
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# Dragondiffusion: Enabling drag-style manipulation on diffusion models
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[Chong Mou](https://scholar.google.com/citations?user=SYQoDk0AAAAJ&hl=zh-CN),
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[Xintao Wang](https://xinntao.github.io/),
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[Jiechong Song](),
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[Ying Shan](https://scholar.google.com/citations?user=4oXBp9UAAAAJ),
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[Jian Zhang](https://jianzhang.tech/)
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[](https://mc-e.github.io/project/DragonDiffusion/)
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[](https://arxiv.org/abs/2307.02421)
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[](https://arxiv.org/abs/2402.02583)
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---
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# 🔥🔥🔥 Main Features
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### **Appearance Modulation**
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Appearance Modulation can change the appearance of an object in an image. The final appearance can be specified by a reference image.
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<p align="center">
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<img src="https://huggingface.co/Adapter/DragonDiffusion/resolve/main/asserts/appearance.PNG" height=200>
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</p>
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### **Object Moving & Resizing**
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Object Moving can move an object in the image to a specified location.
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<p align="center">
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<img src="https://huggingface.co/Adapter/DragonDiffusion/resolve/main/asserts/move.PNG" height=180>
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</p>
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### **Face Modulation**
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Face Modulation can transform the outline of one face into the outline of another reference face.
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<p align="center">
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<img src="https://huggingface.co/Adapter/DragonDiffusion/resolve/main/asserts/face.PNG" height=210>
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</p>
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### **Content Dragging**
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Content Dragging can perform image editing through point-to-point dragging.
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<p align="center">
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<img src="https://huggingface.co/Adapter/DragonDiffusion/resolve/main/asserts/drag.PNG" height=190>
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</p>
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### **Object Pasting**
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Object Pasting can paste a given object onto a background image.
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<p align="center">
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<img src="https://huggingface.co/Adapter/DragonDiffusion/resolve/main/asserts/paste.PNG" height=210>
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</p>
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