StableDiffusion/WebUI
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add edit_image_conditioning from my earlier edits in case there's an attempt to inegrate pix2pix properly

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this allows to use pix2pix model in img2img though it won't work well this way
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AUTOMATIC 2023-01-25 23:25:25 +03:00
parent 3cead6983e
commit d1d6ce2983
1 changed files with 9 additions and 1 deletions
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10
modules/processing.py
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@ -185,7 +185,12 @@ class StableDiffusionProcessing:
conditioning = 2. * (conditioning - depth_min) / (depth_max - depth_min) - 1. conditioning = 2. * (conditioning - depth_min) / (depth_max - depth_min) - 1.
return conditioning return conditioning
def inpainting_image_conditioning(self, source_image, latent_image, image_mask = None): def edit_image_conditioning(self, source_image):
conditioning_image = self.sd_model.get_first_stage_encoding(self.sd_model.encode_first_stage(source_image))
return conditioning_image
def inpainting_image_conditioning(self, source_image, latent_image, image_mask=None):
self.is_using_inpainting_conditioning = True self.is_using_inpainting_conditioning = True
# Handle the different mask inputs # Handle the different mask inputs
@ -228,6 +233,9 @@ class StableDiffusionProcessing:
if isinstance(self.sd_model, LatentDepth2ImageDiffusion): if isinstance(self.sd_model, LatentDepth2ImageDiffusion):
return self.depth2img_image_conditioning(source_image.float() if devices.unet_needs_upcast else source_image) return self.depth2img_image_conditioning(source_image.float() if devices.unet_needs_upcast else source_image)
if self.sd_model.cond_stage_key == "edit":
return self.edit_image_conditioning(source_image)
if self.sampler.conditioning_key in {'hybrid', 'concat'}: if self.sampler.conditioning_key in {'hybrid', 'concat'}:
return self.inpainting_image_conditioning(source_image.float() if devices.unet_needs_upcast else source_image, latent_image, image_mask=image_mask) return self.inpainting_image_conditioning(source_image.float() if devices.unet_needs_upcast else source_image, latent_image, image_mask=image_mask)