Battery CCD visual inspection machines automatically check cell polarity, position and arrangement in cylindrical battery modules before spot welding. Machine vision helps detect reversed cells, missing cells and placement errors, reducing manual inspection and preventing incorrect welding. The systems are suitable for 18650, 21700, 26650, 32700 and other cylindrical lithium cells used in battery pack assembly.