[4] LUO Yixin. Design and implementation of intelligent day-to-day control system[D]. Shenyang: Northeastern University, 2011.

[5] VILLARREAL GUERRA J C, KHANAM Z, EHSAN S, et al. Weather classification: a new multi-class dataset, data augmentation approach and comprehensive evaluations of convolutional neural networks [C]// 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS). USA: IEEE, 2018.

[7] WANG Hui. Research on video single sample face recognition technology based on feature fusion[D]. Hangzhou: Zhejiang University of Technology, 2017.

[15] KINGMA D P, BA J L. Adam: a method for stochastic optimization[C]// International Conference on Learning Representations, 2015(ICLR 2015). [S. l. ]: Arxiv, 2015: 1-25.

[17] YE Meitong. Convergence of two kinds of RMSProp algorithms under nonconvex random setting[D]. Changchun: Northeast Normal University, 2021.