Common pitfalls in using imshow include incorrect data types, inadequate normalization, and neglecting color limits. Adjusting aspect ratios, managing transparency in RGBA images, and ensuring proper axis settings are crucial. Also, remember to label subplots and the importance of command order for saving visualizations.