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Title: GitHub - Hengle/ControlNet: Let us control diffusion models!

Open Graph Title: GitHub - Hengle/ControlNet: Let us control diffusion models!

X Title: GitHub - Hengle/ControlNet: Let us control diffusion models!

Description: Let us control diffusion models! Contribute to Hengle/ControlNet development by creating an account on GitHub.

Open Graph Description: Let us control diffusion models! Contribute to Hengle/ControlNet development by creating an account on GitHub.

X Description: Let us control diffusion models! Contribute to Hengle/ControlNet development by creating an account on GitHub.

Opengraph URL: https://github.com/Hengle/ControlNet

X: @github

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gradio_scribble2image.pyhttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/gradio_scribble2image.py
gradio_scribble2image.pyhttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/gradio_scribble2image.py
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READMEhttps://patch-diff.githubusercontent.com/Hengle/ControlNet
Licensehttps://patch-diff.githubusercontent.com/Hengle/ControlNet
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet
Adding Conditional Control to Text-to-Image Diffusion Modelshttps://arxiv.org/abs/2302.05543
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/he.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#faq
See an explanation herehttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/docs/faq.md
https://patch-diff.githubusercontent.com/Hengle/ControlNet#stable-diffusion--controlnet
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/sd.png
thishttps://jerryxu.net/ODISE/
thishttps://vpd.ivg-research.xyz/
https://patch-diff.githubusercontent.com/Hengle/ControlNet#features--news
Precomputed ControlNet: Speed up ControlNet by 45%, but is it necessary?https://github.com/lllyasviel/ControlNet/discussions/216
Ablation Study: Why ControlNets use deep encoder? What if it was lighter? Or even an MLP?https://github.com/lllyasviel/ControlNet/discussions/188
Guess Mode / Non-Prompt Modehttps://patch-diff.githubusercontent.com/Hengle/ControlNet#guess-anchor
Transferring the ControlNethttps://github.com/lllyasviel/ControlNet/discussions/12
Low VRAM modehttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/docs/low_vram.md
https://patch-diff.githubusercontent.com/Hengle/ControlNet#production-ready-pretrained-models
our Hugging Face pagehttps://huggingface.co/lllyasviel/ControlNet
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-canny-edge
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p1.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p2.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-m-lsd-lines
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https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p4.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-hed-boundary
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https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-user-scribbles
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https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p8.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#interactive-interface
buggyhttps://github.com/gradio-app/gradio/issues/3166
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p20.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-fake-scribbles
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https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p10.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-human-pose
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p11.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p12.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-semantic-segmentation
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p13.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p14.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-depth
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https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-normal-map
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https://patch-diff.githubusercontent.com/Hengle/ControlNet#controlnet-with-anime-line-drawing
transferring the ControlNet to any community modelhttps://github.com/lllyasviel/ControlNet/discussions/12
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/p21.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#guess-mode--non-prompt-mode
Ablation Study: Why ControlNets use deep encoder? What if it was lighter? Or even an MLP?https://github.com/lllyasviel/ControlNet/discussions/188
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/uc2a.png
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WebUI Pluginhttps://github.com/Mikubill/sd-webui-controlnet
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/uci1.png
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https://patch-diff.githubusercontent.com/Hengle/ControlNet#combining-multiple-controlnets
Mikubill' A1111 Webui Pluginhttps://github.com/Mikubill/sd-webui-controlnet
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/multi2.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/github_page/multi.png
https://patch-diff.githubusercontent.com/Hengle/ControlNet#use-controlnet-in-any-community-model-sd1x
See the steps herehttps://github.com/lllyasviel/ControlNet/discussions/12
Mikubill' A1111 Webui Pluginhttps://github.com/Mikubill/sd-webui-controlnet
https://patch-diff.githubusercontent.com/Hengle/ControlNet#annotate-your-own-data
See a gradio example herehttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/docs/annotator.md
https://patch-diff.githubusercontent.com/Hengle/ControlNet#train-with-your-own-data
See the steps herehttps://patch-diff.githubusercontent.com/Hengle/ControlNet/blob/main/docs/train.md
https://patch-diff.githubusercontent.com/Hengle/ControlNet#related-resources
Mikubill' A1111 Webui Pluginhttps://github.com/Mikubill/sd-webui-controlnet
Hugging Face Spacehttps://huggingface.co/spaces/hysts/ControlNet
Colab listhttps://github.com/camenduru/controlnet-colab
ControlNet-for-Diffusershttps://github.com/haofanwang/ControlNet-for-Diffusers
fffilonihttps://huggingface.co/spaces/fffiloni/ControlNet-Video
other-modelhttps://huggingface.co/spaces/hysts/ControlNet-with-other-models
ThereforeGameshttps://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/7784
RamAnanth1https://huggingface.co/spaces/RamAnanth1/ControlNet
Composer: Creative and Controllable Image Synthesis with Composable Conditionshttps://github.com/damo-vilab/composer
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Modelshttps://github.com/TencentARC/T2I-Adapter
ControlLoRA: A Light Neural Network To Control Stable Diffusion Spatial Informationhttps://github.com/HighCWu/ControlLoRA
InstructPix2Pix Learning to Follow Image Editing Instructionshttps://www.timothybrooks.com/instruct-pix2pix
Pix2pix-zero: Zero-shot Image-to-Image Translationhttps://github.com/pix2pixzero/pix2pix-zero
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translationhttps://github.com/MichalGeyer/plug-and-play
MaskSketch: Unpaired Structure-guided Masked Image Generationhttps://arxiv.org/abs/2302.05496
SEGA: Instructing Diffusion using Semantic Dimensionshttps://arxiv.org/abs/2301.12247
Universal Guidance for Diffusion Modelshttps://github.com/arpitbansal297/Universal-Guided-Diffusion
Region-Aware Diffusion for Zero-shot Text-driven Image Editinghttps://github.com/haha-lisa/RDM-Region-Aware-Diffusion-Model
Domain Expansion of Image Generatorshttps://arxiv.org/abs/2301.05225
Image Mixerhttps://twitter.com/LambdaAPI/status/1626327289288957956
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generationhttps://multidiffusion.github.io/
https://patch-diff.githubusercontent.com/Hengle/ControlNet#citation
Arxiv Linkhttps://arxiv.org/abs/2302.05543
Readme https://patch-diff.githubusercontent.com/Hengle/ControlNet#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/Hengle/ControlNet#Apache-2.0-1-ov-file
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