imagecluster.io.get_image_data

imagecluster.io.get_image_data(imagedir, model_kwds={'layer': 'fc2'}, img_kwds={'size': (224, 224)}, timestamps_kwds={'source': 'auto'}, pca_kwds=None)

Convenience function to create images, fingerprints, timestamps.

It checks for existing images and fingerprints database files on disk and load them if present. Running this again only loads data from disk, which is fast. Default locations:

fingerprints: <imagedir>/imagecluster/fingerprints.pk
images: <imagedir>/imagecluster/images.pk

Parameters:

imagedir : str

model_kwds : dict

passed to get_model()

img_kwds : dict

passed to read_images()

timestamps_kwds : dict

passed to read_timestamps()

pca_kwds : dict

passed to pca(), PCA is skipped if pca_kwds=None

Returns:

images : see read_images()

fingerprints : see fingerprints()

timestamps : see read_timestamps()