How to save the original generated image? (Pytorch)

plt.imshow() will add something others to the image. How should I pre-process the generated image by the third algorithm before I can save it with  scipy.misc.imsave. I tried minus the min num and divided by the max num minus the min num, but the the image is still a little different from plt.show()