clean code
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@ -390,3 +390,12 @@ class DiffusionInpaintModel(InpaintModel):
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sd_sampler = SDSampler.lcm
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scheduler = get_scheduler(sd_sampler, scheduler_config)
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self.model.scheduler = scheduler
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def forward_post_process(self, result, image, mask, config):
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if config.sd_match_histograms:
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result = self._match_histograms(result, image[:, :, ::-1], mask)
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if config.sd_mask_blur != 0:
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k = 2 * config.sd_mask_blur + 1
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mask = cv2.GaussianBlur(mask, (k, k), 0)
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return result, image, mask
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@ -66,15 +66,6 @@ class Kandinsky(DiffusionInpaintModel):
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output = cv2.cvtColor(output, cv2.COLOR_RGB2BGR)
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return output
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def forward_post_process(self, result, image, mask, config):
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if config.sd_match_histograms:
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result = self._match_histograms(result, image[:, :, ::-1], mask)
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if config.sd_mask_blur != 0:
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k = 2 * config.sd_mask_blur + 1
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mask = cv2.GaussianBlur(mask, (k, k), 0)
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return result, image, mask
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@staticmethod
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def is_downloaded() -> bool:
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# model will be downloaded when app start, and can't switch in frontend settings
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@ -157,15 +157,6 @@ class SD(DiffusionInpaintModel):
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output = cv2.cvtColor(output, cv2.COLOR_RGB2BGR)
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return output
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def forward_post_process(self, result, image, mask, config):
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if config.sd_match_histograms:
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result = self._match_histograms(result, image[:, :, ::-1], mask)
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if config.sd_mask_blur != 0:
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k = 2 * config.sd_mask_blur + 1
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mask = cv2.GaussianBlur(mask, (k, k), 0)
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return result, image, mask
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@staticmethod
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def is_downloaded() -> bool:
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# model will be downloaded when app start, and can't switch in frontend settings
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@ -85,14 +85,6 @@ class SDXL(DiffusionInpaintModel):
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output = cv2.cvtColor(output, cv2.COLOR_RGB2BGR)
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return output
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def forward_post_process(self, result, image, mask, config):
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if config.sd_match_histograms:
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result = self._match_histograms(result, image[:, :, ::-1], mask)
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if config.sd_mask_blur != 0:
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k = 2 * config.sd_mask_blur + 1
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mask = cv2.GaussianBlur(mask, (k, k), 0)
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return result, image, mask
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@staticmethod
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def is_downloaded() -> bool:
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