A model for predicting the mechanical properties of hot-rolled strips produced by CSP technique was proposed based on BP neural network.A comparison of the properties predicted using a trained artificial neural network(ANN),with the measured ones showed that the prediction by the BP neural network was precise and reliable,and hence is suitable for an extended application.