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3rdparty/opencv-4.5.4/modules/python/test/test_watershed.py 1.01 KB
f4334277   Hu Chunming   提交3rdparty
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  #!/usr/bin/env python
  
  '''
  Watershed segmentation test
  '''
  
  # Python 2/3 compatibility
  from __future__ import print_function
  
  import numpy as np
  import cv2 as cv
  
  from tests_common import NewOpenCVTests
  
  class watershed_test(NewOpenCVTests):
      def test_watershed(self):
  
          img = self.get_sample('cv/inpaint/orig.png')
          markers = self.get_sample('cv/watershed/wshed_exp.png', 0)
          refSegments = self.get_sample('cv/watershed/wshed_segments.png')
  
          if img is None or markers is None:
              self.assertEqual(0, 1, 'Missing test data')
  
          colors = np.int32( list(np.ndindex(3, 3, 3)) ) * 122
          cv.watershed(img, np.int32(markers))
          segments = colors[np.maximum(markers, 0)]
  
          if refSegments is None:
              refSegments = segments.copy()
              cv.imwrite(self.extraTestDataPath + '/cv/watershed/wshed_segments.png', refSegments)
  
          self.assertLess(cv.norm(segments - refSegments, cv.NORM_L1) / 255.0, 50)
  
  if __name__ == '__main__':
      NewOpenCVTests.bootstrap()