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 human scribbles. The model is trained with boundary edges with very strong data augmentation to simulate boundary lines similar to that drawn by human.

ControlNet is an adapter that enables controllable generation such as generating an image of a cat in a specific pose or following the lines in a sketch of a specific cat.

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++: 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 …

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 is a scheduled communication network designed for cyclic data exchange. The protocol operates in cycles, known as NUIs, where NUI stands for Network Update Interval.