Cultural and Creative Design of Dunhuang Murals in Xixia Period Based on Deep Learning

Abstract

In today’s era of innovation and the vigorous development of the digital economy, globalization and antiglobalization are intertwined, and cultural dissemination and integration are gradually expanding the influence and scope of the era; the revival and inheritance of traditional culture have become increasingly important in our country. The development of the creative industry is becoming more and more vigorous and full of vitality. Based on deep learning algorithms, this paper studies the cultural and creative design of Dunhuang frescoes in the Western Xia period. This paper analyzes the shortcomings of the current cultural and creative market and the characteristics of high-quality cultural and creative design, analyzes the principles of cultural and creative design of cultural relics, etc., proposes a generative confrontation network model, establishes a modern cultural and creative design model, and provides a three-level cultural model for cultural and creative design. The process is analyzed. In the evaluation and analysis of users, it is concluded that the integration of traditional culture design factor score is 4.80, conforming to the modern aesthetic situation is 4.63, conforming to the user’s expectation of “elegant” is 4.73, and the comprehensive score is 4.72.

Language Dissemination Paths and Modes Aided by Computer Technology

“…Real-world resolving issues foster deep learning and practical investigation, which is essential for excellent education in mentality and economics. Good problems encourage deep learning and play a vital role [15,16]. Most Chinese speakers in Asia still rely on portable devices like language repeaters, MP3 players, and mobile phones to learn Chinese.…”

Parametric design experiment of cultural and creative patterns based on Grasshopper plug-in

“…The limited research budget of the cultural and creative industry makes it difficult to invest in the creation of patterns on related themes. The popularization of parametric technology provides new design ideas and imagination space for pattern design 2 . Drawing on the successful application of Rhino and Grasshopper in architectural design, can parametric technology provide impetus for the development of pattern design?…”