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https://github.com/Sygil-Dev/sygil-webui.git
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58 lines
2.0 KiB
Python
58 lines
2.0 KiB
Python
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''' Class to store image generation parameters to be stored as metadata in the image'''
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from __future__ import annotations
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from dataclasses import dataclass, asdict
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from typing import Dict, Optional
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from PIL import Image
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from PIL.PngImagePlugin import PngInfo
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import copy
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@dataclass
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class ImageMetadata:
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prompt: str = None
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seed: str = None
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width: str = None
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height: str = None
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steps: str = None
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cfg_scale: str = None
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normalize_prompt_weights: str = None
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denoising_strength: str = None
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GFPGAN: str = None
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def as_png_info(self) -> PngInfo:
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info = PngInfo()
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for key, value in self.as_dict().items():
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info.add_text(key, value)
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return info
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def as_dict(self) -> Dict[str, str]:
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return {f"SD:{key}": str(value) for key, value in asdict(self).items() if value is not None}
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@classmethod
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def set_on_image(cls, image: Image, metadata: ImageMetadata) -> None:
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''' Sets metadata on image, in both text form and as an ImageMetadata object '''
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if metadata:
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image.info = metadata.as_dict()
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else:
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metadata = ImageMetadata()
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image.info["ImageMetadata"] = copy.copy(metadata)
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@classmethod
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def get_from_image(cls, image: Image) -> Optional[ImageMetadata]:
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''' Gets metadata from an image, first looking for an ImageMetadata,
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then if not found tries to construct one from the info '''
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metadata = image.info.get("ImageMetadata", None)
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if not metadata:
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found_metadata = False
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metadata = ImageMetadata()
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for key, value in image.info.items():
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if key.lower().startswith("sd:"):
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key = key[3:]
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if f"{key}" in metadata.__dict__:
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metadata.__dict__[key] = value
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found_metadata = True
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if not found_metadata:
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metadata = None
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if not metadata:
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print("Couldn't find metadata on image")
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return metadata
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