Solved by ptrblck in post #2 
              
              
                If you want to add the skimage transformation between other Image transformation, you could use the following code snippet as a base class and apply the desired transformation inside: 
class MySkimageTransform(object):
    def __init__(self):
        '''
        initialize your transformation here, …