In the progress of draft automatic inputting in computerized embroidery punching system，color clustering is a suitable method．It includes two ways，K—averag-ing iteration and combination．In contrast to traditional edge detection，these two ways are more effective．They have been applied to the image preprocessing system for computer—controlled embroidery．