mirror of
https://github.com/vladmandic/automatic
synced 2026-08-27 15:41:00 +02:00
Vladimir Mandic
22 lines
809 B
Python
22 lines
809 B
Python
import numpy as np
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from PIL import Image
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class NormalBaeDetector:
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def __init__(self, model):
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self.model = model
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@classmethod
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def from_pretrained(cls, pretrained_model_or_path="fal/teed", cache_dir=None, local_files_only=False): # pylint: disable=unused-argument
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from installer import install
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install('controlnet-aux', quiet=True)
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from controlnet_aux.normalbae import NormalBaeDetector as _NormalBaeDetector
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model = _NormalBaeDetector.from_pretrained(pretrained_model_or_path, filename="5_model.pth")
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return cls(model)
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def __call__(self, image, output_type="pil", **kwargs):
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if isinstance(image, np.ndarray):
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image = Image.fromarray(image)
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result = self.model(image, output_type=output_type)
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return result
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