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license: apache-2.0
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---
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license: apache-2.0
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---
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# **ControlNet++: All-in-one ControlNet for image generations and editing!**
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## Network Arichitecture
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We design a new architecture that can support 10+ control types in condition text-to-image generation and can generate high resolution images visually comparable with
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midjourney. The network is based on the original ControlNet architecture, we propose two new modules to: 1 Extend the original ControlNet to support different image
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conditions using the same network parameter. 2 Support multiple conditions input without increasing computation offload, which is especially important for designers
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who want to edit image in detail, different conditions use the same condition encoder, without adding extra computations or parameters. We do thoroughly experiments
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on SDXL and achieve superior performance both in control ability and aesthetic score. We release the method and the model to the open source community to make everyone
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can enjoy it.
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More details can found: https://github.com/xinsir6/ControlNetPlus/tree/main
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**If you find it useful, please give me a star, thank you very much**
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## Visual Examples
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### Openpose
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### Depth
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### Canny
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### Lineart
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### AnimeLineart
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### Mlsd
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### Scribble
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### Hed
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### Pidi(Softedge)
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### Teed
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### Segment
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### Normal
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