mirror of
https://github.com/vladmandic/automatic
synced 2026-09-19 09:14:35 +02:00
Vladimir Mandic
13 lines
449 B
Python
13 lines
449 B
Python
import numpy as np
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def hf_clip_vision_encode(image, feature_extractor, image_encoder):
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assert isinstance(image, np.ndarray)
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assert image.ndim == 3 and image.shape[2] == 3
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assert image.dtype == np.uint8
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preprocessed = feature_extractor.preprocess(images=image, return_tensors="pt").to(device=image_encoder.device, dtype=image_encoder.dtype)
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image_encoder_output = image_encoder(**preprocessed)
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return image_encoder_output
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