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ShīnChvën ✨

Effective Accelerationism

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What Does Each Model of ControlNet v1.1 Do?

Tue May 02 2023

ControlNet

ControlNet 1.1 includes 14 models (11 production-ready models and 3 experimental models). Here is a list of the models and their brief descriptions:

Model Description
control_v11p_sd15_canny Edge detection.
control_v11p_sd15_mlsd Multi-line segment detection.
control_v11f1p_sd15_depth Depth estimation.
control_v11p_sd15_normalbae Normal map estimation.
control_v11p_sd15_seg Semantic segmentation.
control_v11p_sd15_inpaint Image inpainting.
control_v11p_sd15_lineart Line art generation.
control_v11p_sd15s2_lineart_anime Anime line art generation.
control_v11p_sd15_openpose Human pose estimation.
control_v11p_sd15_scribble Scribble-based image colorization.
control_v11p_sd15_softedge Soft edge detection.
control_v11e_sd15_shuffle Experimental model that shuffles input image pixels to generate a new image.
control_v11e_sd15_ip2p Experimental model that generates an image from a given input point cloud.
control_v11f1e_sd15_tile Experimental model that generates a tiled image.

You can download all these models from the HuggingFace Model Page. All these models should be put in the folder "models".