from __future__ import print_function
import numpy
import matplotlib.pyplot as plt


class IndexTracker(object):
    def __init__(self, ax, X):
        self.ax = ax
        ax.set_title('use scroll wheel to navigate images')

        self.X = X
        rows, cols, self.slices = X.shape
        self.ind = self.slices//2

        self.im = ax.imshow(self.X[:, :, self.ind])
        self.update()

    def onscroll(self, event):
        #
        if event.button == 'up':
            self.ind = numpy.clip(self.ind + 1, 0, self.slices - 1)
        else:
            self.ind = numpy.clip(self.ind - 1, 0, self.slices - 1)
        self.update()

    def update(self):
        self.im.set_data(self.X[:, :, self.ind])
        ax.set_ylabel('slice %s' % self.ind)
        self.im.axes.figure.canvas.draw()


fig, ax = plt.subplots(1, 1)

X = numpy.random.rand(20, 20, 40)

tracker = IndexTracker(ax, X)


fig.canvas.mpl_connect('scroll_event', tracker.onscroll)
plt.show()