The paper presents a new mode of solution for deep age estimation by facial features auxiliary, which fuses the traditional facial information with the convolutional neural network(CNN) to achieve the age estimation, in order to reinforce the generalization ability of system model. The solution estimates age from image pixels directly, which makes the locally aligned face image block generated by the key points of the face as the input of the CNN. The system improves the performance significantly by using t...