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IMA-Deep-Learning

deepsix

deepsix.collection

This subpackage contains modules for downloading images from various sources.

  • flickr (requires flickr API key)
  • imagenet

Each source has a function urls_tagged which returns a list of image URLs with a particular tag, keyword, synset id, etc.

Example usage:

human_urls = deepsix.collection.imagenet.urls_tagged('n07942152', max_images=5)
deepsix.collection.get_images_from_urls(human_urls, output_folder='downloads')

deepsix.anomalize

This subpackage contains modules for creating anomalies in an image, in order to provide a training set of "bad" images.

deepsix.preprocessing

This subpackage contains modules for loading images into nparrays and applying filters to examine various aspects of the image.