Content Generation Algorithm of AI in Short Video Creation Based on Deep Learning

With the rapid development of the Internet, short videos have gradually penetrated into our daily lives with their rich content, fast transmission speed, and diverse forms of expression. However, with the rapid development of the short video industry, its content homogeneity, vulgarity, and lack of refinement have become increasingly prominent. In response to the above problems, this paper further improves the quality and diversity of videos through a perfect learning architecture and a systematic learning process. The method was tested using a large number of small video samples. Compared with existing methods, the method in this paper has greatly improved many important performances. Among them, the image quality is improved from 480p to 1080p, the clarity of the generated video can reach up to 98%. The experimental results show that the method applied in this paper can effectively improve the quality of the image and improve the interactive behavior with the user.