Application Of Phoenix Pattern Elements In Fashion Design Of Pre-Qin Chu Textile Image Restoration Based On Deep Learning

China has been a big textile country since ancient times,and it is also one of the first countries to produce textiles.In China ’s traditional culture," clothing," " food," " living " and " walking " are the basic needs of the people in social life.Among the four major needs,"clothing " ranks first.The need for clothing has led to the emergence and development of textiles.In China ’s rich and colorful textile culture,the textile cultural relics of the pre-Qin Chu region occupy an important position.Judging from the silk fabrics of the Chu State unearthed from Mashan No.1 Tomb,which is known as the ’ Pre-Qin Silk Museum ’,the rich variety of textile cultural relics in the pre-Qin Chu area,the gorgeous patterns,the variety of materials,and the complexity of colors are all amazing to future generations.These exquisite textile cultural relics unearthed from the tombs are mostly repaired by textile repair personnel in the follow-up repair work,which is easy to cause damage to textile cultural relics.With the continuous development of deep learning research,in the field of textile cultural relics restoration,it provides technical support for virtual restoration of textile cultural relics by using digital technology.It can effectively prevent the loss of textile cultural relics information and the secondary damage caused by improper preservation and repair.In this paper,the generative adversarial network model(GAN)in deep learning is used to repair the missing and broken parts of the structure and patterns of textile images by digital methods.It provides a new idea for the continuation of the digital information of the textile cultural relics in the pre-Qin Chu area and the guiding restoration and research of the textile cultural relics in the pre-Qin Chu area.At the same time,the restored image information of textile cultural relics in pre-Qin Chu can be used as the inspiration of modern clothing design,extract the phoenix pattern elements,redesign the patterns,apply them to the actual design work,enrich the cultural connotation of clothing design,and spread the free and romantic artistic spirit of Chu people contained in textile cultural relics in pre-Qin Chu.