ControlNet Models

Structure control models.

Model Types

Edge Detection

Model	Description
canny	Canny edge detection
hed	HED edge detection
lineart	Line art extraction

Depth Estimation

Model	Description
depth	MiDaS depth estimation
depth_leres	LeReS depth
normal	Normal map

Pose Detection

Model	Description
openpose	OpenPose skeleton
dw_openpose	Dense pose

Others

Model	Description
scribble	Scribble input
tile	Tiling control
inpaint	Inpainting control

Download Locations

Hugging Face

models/controlnet/
  control_v11p_sd15_canny.pth
  control_v11f1p_sd15_depth.pth
  control_v11p_sd15_openpose.pth

Civitai

ControlNet collection

Installation

ComfyUI/models/controlnet/
  control_v11p_sd15_canny.pth
  control_v11f1p_sd15_depth.pth
  control_v11p_sd15_openpose.pth

Preprocessor Models

Some ControlNets need additional models:

ComfyUI/custom_nodes/comfyui_controlnet_aux/
  models/
    midas/
    openpose/
    anything/

Model Versions

For SD 1.5

• control_v11p_sd15_*.pth

For SD 2.x

• control_v11f1e_sd15_tile.pth
• control_v11d_sd15_canny.pth

For SDXL

• sdxl_controlnet/*.pth

Tips

1. Match model version: Use correct ControlNet for your base
2. Download preprocessors: Some need additional models
3. Check requirements: Some need specific custom nodes

Next Steps

• Custom Nodes - Required nodes
• Upscale Models - Resolution enhancement