synthval.features_extraction.RadDinoFeatureExtractor
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.. py:class:: synthval.features_extraction.RadDinoFeatureExtractor

   Bases: :py:obj:`FeatureExtractor`


   Feature extractor using the HuggingFace model microsoft/rad-dino for extracting features from images.
   This implementation supports batch processing for improved performance on large datasets.


   .. py:method:: batch_feature_extraction(images)

      Extract features from a batch of images using the HuggingFace Rad-Dino model.

      :param images: List of PIL images to extract features from.
      :type images: List[PIL.Image.Image]

      :returns: A NumPy array where each row corresponds to the feature vector of an image.
      :rtype: numpy.ndarray