Abstract: The advanced Radial Basic Function neural network(RBF) is used to evaluate the fabric style,which has advantages over the commonly used BP neural network in recognition ability and less time required for training.It demonstrates good reliability and precision in resolving the evaluation problem of fabric style,and finds application in this area.