René's URL Explorer Experiment

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

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

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

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

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

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

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

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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og:image:alt	Let us control diffusion models! Contribute to Cemberk/ControlNet development by creating an account on GitHub.
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Links:

Skip to content	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#start-of-content
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Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FCemberk%2FControlNet
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
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IssuesPlan and track work	https://github.com/features/issues
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documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
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Reload	https://patch-diff.githubusercontent.com/Cemberk/ControlNet
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Cemberk	https://patch-diff.githubusercontent.com/Cemberk
ControlNet	https://patch-diff.githubusercontent.com/Cemberk/ControlNet
lllyasviel/ControlNet	https://patch-diff.githubusercontent.com/lllyasviel/ControlNet
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README.md	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/README.md
config.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/config.py
config.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/config.py
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environment.yaml	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/environment.yaml
gradio_annotator.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_annotator.py
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gradio_depth2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_depth2image.py
gradio_depth2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_depth2image.py
gradio_fake_scribble2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_fake_scribble2image.py
gradio_fake_scribble2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_fake_scribble2image.py
gradio_hed2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_hed2image.py
gradio_hed2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_hed2image.py
gradio_hough2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_hough2image.py
gradio_hough2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_hough2image.py
gradio_normal2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_normal2image.py
gradio_normal2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_normal2image.py
gradio_pose2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_pose2image.py
gradio_pose2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_pose2image.py
gradio_scribble2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_scribble2image.py
gradio_scribble2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_scribble2image.py
gradio_scribble2image_interactive.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_scribble2image_interactive.py
gradio_scribble2image_interactive.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_scribble2image_interactive.py
gradio_seg2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_seg2image.py
gradio_seg2image.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/gradio_seg2image.py
share.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/share.py
share.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/share.py
tool_add_control.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_add_control.py
tool_add_control.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_add_control.py
tool_add_control_sd21.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_add_control_sd21.py
tool_add_control_sd21.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_add_control_sd21.py
tool_transfer_control.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_transfer_control.py
tool_transfer_control.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tool_transfer_control.py
tutorial_dataset.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_dataset.py
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tutorial_dataset_test.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_dataset_test.py
tutorial_dataset_test.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_dataset_test.py
tutorial_train.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_train.py
tutorial_train.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_train.py
tutorial_train_sd21.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_train_sd21.py
tutorial_train_sd21.py	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/tutorial_train_sd21.py
README	https://patch-diff.githubusercontent.com/Cemberk/ControlNet
License	https://patch-diff.githubusercontent.com/Cemberk/ControlNet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet
Adding Conditional Control to Text-to-Image Diffusion Models	https://arxiv.org/abs/2302.05543
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/he.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#faq
See an explanation here	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/docs/faq.md
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#stable-diffusion--controlnet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/sd.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#features--news
Ablation Study: Why ControlNets use deep encoder? What if it was lighter? Or even an MLP?	https://github.com/lllyasviel/ControlNet/discussions/173
Guess Mode / Non-Prompt Mode	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#guess-anchor
Transferring the ControlNet	https://github.com/lllyasviel/ControlNet/discussions/12
Low VRAM mode	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/docs/low_vram.md
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#production-ready-pretrained-models
our Hugging Face page	https://huggingface.co/lllyasviel/ControlNet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-canny-edge
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p1.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p2.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-m-lsd-lines
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p3.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p4.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-hed-boundary
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p5.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p6.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-user-scribbles
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p7.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p8.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#interactive-interface
buggy	https://github.com/gradio-app/gradio/issues/3166
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p20.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-fake-scribbles
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p9.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p10.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-human-pose
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p11.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p12.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-semantic-segmentation
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p13.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p14.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-depth
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p15.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-normal-map
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p17.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p18.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p19.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#controlnet-with-anime-line-drawing
transferring the ControlNet to any community model	https://github.com/lllyasviel/ControlNet/discussions/12
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/p21.png
	https://patch-diff.githubusercontent.com/Cemberk/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/173
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uc2a.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uc2b.png
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	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uc6.png
WebUI Plugin	https://github.com/Mikubill/sd-webui-controlnet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uci1.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uci2.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uci3.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/uci4.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#combining-multiple-controlnets
Mikubill' A1111 Webui Plugin	https://github.com/Mikubill/sd-webui-controlnet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/multi2.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/github_page/multi.png
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#use-controlnet-in-any-community-model-sd1x
See the steps here	https://github.com/lllyasviel/ControlNet/discussions/12
Mikubill' A1111 Webui Plugin	https://github.com/Mikubill/sd-webui-controlnet
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#annotate-your-own-data
See a gradio example here	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/docs/annotator.md
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#train-with-your-own-data
See the steps here	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/blob/main/docs/train.md
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#related-resources
Mikubill' A1111 Webui Plugin	https://github.com/Mikubill/sd-webui-controlnet
Hugging Face Space	https://huggingface.co/spaces/hysts/ControlNet
Colab list	https://github.com/camenduru/controlnet-colab
ControlNet-for-Diffusers	https://github.com/haofanwang/ControlNet-for-Diffusers
fffiloni	https://huggingface.co/spaces/fffiloni/ControlNet-Video
other-model	https://huggingface.co/spaces/hysts/ControlNet-with-other-models
ThereforeGames	https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/7784
RamAnanth1	https://huggingface.co/spaces/RamAnanth1/ControlNet
Composer: Creative and Controllable Image Synthesis with Composable Conditions	https://github.com/damo-vilab/composer
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models	https://github.com/TencentARC/T2I-Adapter
ControlLoRA: A Light Neural Network To Control Stable Diffusion Spatial Information	https://github.com/HighCWu/ControlLoRA
InstructPix2Pix Learning to Follow Image Editing Instructions	https://www.timothybrooks.com/instruct-pix2pix
Pix2pix-zero: Zero-shot Image-to-Image Translation	https://github.com/pix2pixzero/pix2pix-zero
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation	https://github.com/MichalGeyer/plug-and-play
MaskSketch: Unpaired Structure-guided Masked Image Generation	https://arxiv.org/abs/2302.05496
SEGA: Instructing Diffusion using Semantic Dimensions	https://arxiv.org/abs/2301.12247
Universal Guidance for Diffusion Models	https://github.com/arpitbansal297/Universal-Guided-Diffusion
Region-Aware Diffusion for Zero-shot Text-driven Image Editing	https://github.com/haha-lisa/RDM-Region-Aware-Diffusion-Model
Domain Expansion of Image Generators	https://arxiv.org/abs/2301.05225
Image Mixer	https://twitter.com/LambdaAPI/status/1626327289288957956
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation	https://multidiffusion.github.io/
	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#citation
Arxiv Link	https://arxiv.org/abs/2302.05543
Readme	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/Cemberk/ControlNet#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/Cemberk/ControlNet
Activity	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/activity
0 stars	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/stargazers
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Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FCemberk%2FControlNet&report=Cemberk+%28user%29
Releases	https://patch-diff.githubusercontent.com/Cemberk/ControlNet/releases
Packages 0	https://patch-diff.githubusercontent.com/users/Cemberk/packages?repo_name=ControlNet
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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