Track bundled vendor runtime sources
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61
vendor/ComfyUI/comfy_extras/nodes_bg_removal.py
vendored
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61
vendor/ComfyUI/comfy_extras/nodes_bg_removal.py
vendored
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import folder_paths
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from typing_extensions import override
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from comfy_api.latest import ComfyExtension, IO
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from comfy.bg_removal_model import load
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class LoadBackgroundRemovalModel(IO.ComfyNode):
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@classmethod
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def define_schema(cls):
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files = folder_paths.get_filename_list("background_removal")
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return IO.Schema(
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node_id="LoadBackgroundRemovalModel",
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display_name="Load Background Removal Model",
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category="model/loaders",
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inputs=[
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IO.Combo.Input("bg_removal_name", options=sorted(files), tooltip="The model used to remove backgrounds from images"),
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],
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outputs=[
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IO.BackgroundRemoval.Output("bg_model")
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]
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)
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@classmethod
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def execute(cls, bg_removal_name):
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path = folder_paths.get_full_path_or_raise("background_removal", bg_removal_name)
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bg = load(path)
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if bg is None:
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raise RuntimeError("ERROR: background model file is invalid and does not contain a valid background removal model.")
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return IO.NodeOutput(bg)
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class RemoveBackground(IO.ComfyNode):
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@classmethod
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def define_schema(cls):
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return IO.Schema(
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node_id="RemoveBackground",
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display_name="Remove Background",
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category="image/background removal",
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description="Generates a foreground mask to remove the background from an image using a background removal model.",
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inputs=[
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IO.BackgroundRemoval.Input("bg_removal_model", tooltip="Background removal model used to generate the mask"),
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IO.Image.Input("image", tooltip="Input image to remove the background from")
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],
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outputs=[
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IO.Mask.Output("mask", tooltip="Generated foreground mask")
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]
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)
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@classmethod
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def execute(cls, bg_removal_model, image):
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mask = bg_removal_model.encode_image(image)
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return IO.NodeOutput(mask)
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class BackgroundRemovalExtension(ComfyExtension):
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@override
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async def get_node_list(self) -> list[type[IO.ComfyNode]]:
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return [
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LoadBackgroundRemovalModel,
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RemoveBackground
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]
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async def comfy_entrypoint() -> BackgroundRemovalExtension:
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return BackgroundRemovalExtension()
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