import matplotlib.pyplot as pl from matplotlib.patches import Rectangle from find_targets import find_targets fig, ax = pl.subplots(1) img = pl.imread('image.jpeg') H, L, R, objects = find_targets(img, return_slices=True) for o in objects: x, y = o r = Rectangle((y.start, x.start), y.stop-y.start, x.stop-x.start, linewidth=1,edgecolor='r',facecolor='none') ax.add_patch(r) ax.imshow(img) ax.plot([H[1], L[1], R[1]], [H[0], L[0], R[0]], 'o', color='red') pl.show()