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"""!
@brief Integration-tests for double-layer oscillatory network 'syncsegm' for image segmentation based on Kuramoto model.
@authors Andrei Novikov (pyclustering@yandex.ru)
@date 2014-2020
@copyright BSD-3-Clause
"""
import unittest
# Generate images without having a window appear.
import matplotlib
matplotlib.use('Agg')
from pyclustering.nnet.tests.syncsegm_templates import SyncsegmTestTemplates
from pyclustering.samples.definitions import IMAGE_SIMPLE_SAMPLES
class SyncsegmIntegrationTest(unittest.TestCase):
def testImageSegmentationSimple13(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE13, 225, 5, 0, 2, 4, False, True)
def testImageSegmentationSimple15(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE15, 225, 6, 0, 2, 3, False, True)
def testImageSegmentationSimple16(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE16, 225, 2, 0, 2, 3, True, True)
def testImageSegmentationSimple17(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE17, 225, 1, 0, 3, 3, False, True)
def testImageSegmentationSimple18(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE18, 225, 1, 0, 2, 3, False, True)
def testVisualizeSimple17NoFailure(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE17, 225, 1, 0, 3, 3, False, True)
def testVisualizeSimple18NoFailure(self):
SyncsegmTestTemplates.templateSyncsegmSegmentation(IMAGE_SIMPLE_SAMPLES.IMAGE_SIMPLE18, 225, 1, 0, 2, 3, False, True)
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