feat: cover different mask edge case

This commit is contained in:
Albert Trott
2024-07-28 11:00:56 +02:00
parent 4d67b1287d
commit c5159a0227
+8 -2
View File
@@ -26,15 +26,21 @@ class ImageBlender:
FUNCTION = "blend"
CATEGORY = "ImageBlender"
def blend(self, base_image: torch.Tensor, blend_image: torch.Tensor, blend_mode: str, mask = None) -> tuple:
def blend(self, base_image: torch.Tensor, blend_image: torch.Tensor, blend_mode: str, mask: torch.Tensor = None) -> tuple:
blend_function = self.blend_functions.get(BlendModes(blend_mode), lambda x, y: x)
result = blend_function(base_image, blend_image)
print(mask.shape)
if mask is not None:
# Ensure mask has the same number of channels as the images
if mask.dim() == 3:
mask = mask.unsqueeze(-1).expand(-1, -1, -1, base_image.shape[-1])
result = result * mask + base_image * (1 - mask)
if mask.size() != base_image.size():
print(f"WARN: Mask size {mask.size()} is different from image size {base_image.size()}, mask is ignored")
else:
result = result * mask + base_image * (1 - mask)
result = torch.clamp(result, 0, 1)
return (result,)