feat: cover different mask edge case
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+8
-2
@@ -26,15 +26,21 @@ class ImageBlender:
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FUNCTION = "blend"
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CATEGORY = "ImageBlender"
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def blend(self, base_image: torch.Tensor, blend_image: torch.Tensor, blend_mode: str, mask = None) -> tuple:
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def blend(self, base_image: torch.Tensor, blend_image: torch.Tensor, blend_mode: str, mask: torch.Tensor = None) -> tuple:
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blend_function = self.blend_functions.get(BlendModes(blend_mode), lambda x, y: x)
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result = blend_function(base_image, blend_image)
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print(mask.shape)
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if mask is not None:
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# Ensure mask has the same number of channels as the images
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if mask.dim() == 3:
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mask = mask.unsqueeze(-1).expand(-1, -1, -1, base_image.shape[-1])
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result = result * mask + base_image * (1 - mask)
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if mask.size() != base_image.size():
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print(f"WARN: Mask size {mask.size()} is different from image size {base_image.size()}, mask is ignored")
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else:
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result = result * mask + base_image * (1 - mask)
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result = torch.clamp(result, 0, 1)
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return (result,)
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