Feb 11, 2023 · ControlNet is a neural network structure to control diffusion models by adding extra conditions. It copys the weights of neural network blocks into a "locked" copy and a "trainable" copy.

Sep 28, 2025 · ControlNet is a neural network that controls image generation in Stable Diffusion by adding extra conditions. Details can be found in the article Adding Conditional Control to Text-to …

The ControlNet+SD1.5 model to control SD using normal map. Best to use the normal map generated by that Gradio app. Other normal maps may also work as long as the direction is correct (left looks …

ControlNet is an advanced neural network model designed to enhance Stable Diffusion models. It can be integrated with any Stable Diffusion model to provide more precise control over image generation.

Feb 10, 2023 · We present ControlNet, a neural network architecture to add spatial conditioning controls to large, pretrained text-to-image diffusion models.

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ControlNet is a neural network structure to control diffusion models by adding extra conditions, a game changer for AI Image generation. It brings unprecedented levels of control to Stable Diffusion.

ControlNet++: All-in-one ControlNet for image generations and editing! We design a new architecture that can support 10+ control types in condition text-to-image generation and can generate high …

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ControlNet is a conditional control generation model based on diffusion models (such as Stable Diffusion), first proposed by Lvmin Zhang and Maneesh Agrawala et al. in 2023 in the paper Adding …