Usage

To use amsaf in a project:

import amsaf

# image you want to segment
unsegmented_image = ...

# small segmentation slice from unsegmented image which we need in order to
# score each amsaf result
ground_truth = ...

# image which we want to map a segmentation from
segmented_image = ...

# segmentation corresponding to segmented_image
segmentation = ...

# create a generator for amsaf result computations
amsaf_results = amsaf.amsaf_eval(unsegmentd_image, ground_truth, segmented_image, segmented)

# evaluate lazy computations, score them, and write them
amsaf.write_top_k(10, amsaf_results, '~/amsaf_results')