def get_dense_detector(step=4, levels=7, scale=np.sqrt(2)):
"""
Standalone dense detector instantiation
"""
detector = cv2.FeatureDetector_create('Dense')
detector.setInt('initXyStep', step)
# detector.setDouble('initFeatureScale', 0.5)
detector.setDouble('featureScaleMul', scale)
detector.setInt('featureScaleLevels', levels)
detector.setBool('varyImgBoundWithScale', True)
detector.setBool('varyXyStepWithScale', False)
# detector = cv2.PyramidAdaptedFeatureDetector(detector, maxLevel=4)
return detector
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