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CavinHuang-comfyui-nodes-docs/nodes-docs/en-US/SaltAI/docs/SaltMaskCeilingRegion.md
2024-06-29 18:50:22 +08:00

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---
tags:
- Mask
- MaskRegion
---
# Ceiling Mask Regions
## Documentation
- Class name: `SaltMaskCeilingRegion`
- Category: `SALT/Masking/Filter`
- Output node: `False`
This node is designed to identify and isolate the ceiling regions within a given set of masks. It processes each mask to highlight the ceiling areas, facilitating focused analysis or modifications on these specific regions.
## Input types
### Required
- **`masks`**
- The input masks to be processed for ceiling region identification. This parameter is crucial for determining the areas within each mask that correspond to ceiling regions.
- Comfy dtype: `MASK`
- Python dtype: `torch.Tensor`
## Output types
- **`MASKS`**
- Comfy dtype: `MASK`
- The output masks with the ceiling regions identified and isolated from the original input masks.
- Python dtype: `torch.Tensor`
## Usage tips
- Infra type: `GPU`
- Common nodes: unknown
## Source code
```python
class SaltMaskCeilingRegion:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"masks": ("MASK",),
}
}
CATEGORY = f"{NAME}/Masking/Filter"
RETURN_TYPES = ("MASK",)
RETURN_NAMES = ("MASKS",)
FUNCTION = "ceiling_region"
def ceiling_region(self, masks):
regions = []
for mask in masks:
pil_image = mask2pil(mask.unsqueeze(0))
region_mask = MaskFilters.ceiling_region(pil_image)
region_tensor = pil2mask(region_mask)
regions.append(region_tensor)
regions_tensor = torch.cat(regions, dim=0)
return (regions_tensor,)
```