Abstract: An age estimation method based on a CGAN (Conditional Generative Adversarial Nets) under the face image reconstruction is proposed. The input low resolution face image was reconstructed, the age was estimated by different methods of deep learning. The experimental results show that the proposed method is effective in both image reconstruction and age estimation. In addition, the robustness of this method and the time complexity were analyzed.