ControlNet Comparison
Comparison of ControlNet preprocessors + models, using this photo of Emad as input reference:
Uses
The ControlNet WebUI extension
and the ControlNet model files published
here
. All ran on SD v1.5, with VAE=ft-MSE-840000-ema
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Advanced Settings
Preprocessor
Auto cycle every
0 seconds
Show value:
none
canny
depth
depth_leres
hed
mlsd
normal_map
openpose
pidinet
scribble
fake_scribble
segmentation
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Model
Auto cycle every
0 seconds
Show value:
control_canny-fp16 [e3fe7712]
control_depth-fp16 [400750f6]
control_hed-fp16 [13fee50b]
control_mlsd-fp16 [e3705cfa]
control_normal-fp16 [63f96f7c]
control_openpose-fp16 [9ca67cc5]
control_scribble-fp16 [c508311e]
t2iadapter_keypose-fp16 [e3943bb9]
t2iadapter_seg-fp16 [0e677718]
t2iadapter_sketch-fp16 [75b15924]
Raw Preproc Output
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Weight
Auto cycle every
0 seconds
Show value:
0.25
0.5
0.75
1.0
1.5
2.0
Toggle All
Guidance Strength
Auto cycle every
0 seconds
Show value:
0.25
0.5
0.75
1.0
Toggle All
Prompt
Auto cycle every
0 seconds
Show value:
a photo of a man sitting on a staircase
a scifi shiny metal robot
beautiful multicolored artwork of an astronaut in outer space
Toggle All
Show descriptions of axes and values
Preprocessor
none
canny
depth
depth_leres
hed
mlsd
normal_map
openpose
pidinet
scribble
fake_scribble
segmentation
Model
control_canny-fp16 [e3fe7712]
control_depth-fp16 [400750f6]
control_hed-fp16 [13fee50b]
control_mlsd-fp16 [e3705cfa]
control_normal-fp16 [63f96f7c]
control_openpose-fp16 [9ca67cc5]
control_scribble-fp16 [c508311e]
t2iadapter_keypose-fp16 [e3943bb9]
t2iadapter_seg-fp16 [0e677718]
t2iadapter_sketch-fp16 [75b15924]
Raw Preproc Output
Weight
0.25
0.5
0.75
1.0
1.5
2.0
Guidance Strength
0.25
0.5
0.75
1.0
Prompt
a photo of a man sitting on a staircase
a scifi shiny metal robot
beautiful multicolored artwork of an astronaut in outer space
X Axis:
Preprocessor
Model
Weight
Guidance Strength
Prompt
Y Axis:
Preprocessor
Model
Weight
Guidance Strength
Prompt
X Super-Axis:
None
Preprocessor
Model
Weight
Guidance Strength
Prompt
Y Super-Axis:
None
Preprocessor
Model
Weight
Guidance Strength
Prompt
Auto-scale images to viewport width