scipy.ndimage.measurements.extrema(input, labels=None, index=None)
Calculate the minimum, the maximum and their positions of the
values of the array.

The index parameter is a single label number or a sequence of label numbers of the objects to be measured. If index is None, all values are used where labels is larger than zero.