The Study Of Photography Application Design That Based On Neural Style

In recent years,with the development of computer technology and the popularity of mobile phone camera,the quick use of photography to image processing has become a trend,with shooting,with processing,with sharing has been reflected in all aspects of life.Therefore,mobile phone application image processing technology has been greatly improved,and image beautification is the first essence of image processing,people have more and more demands on image processing,processing more rich and detailed,but also need a more understandable and easy to operate way.Now the application of image processing is more and more homogenization,in the essence of the function is not too much change,in the more mature application does not stand out from the characteristics,some applications in the function,mode of operation and other aspects have not reached the expectations of users,resulting in the application of polarization,new applications difficult to survive.Based on the style transfer algorithm,this paper brings a new idea to the image processing.The style transfer technology is to transfer the style of an image to another target image through the neural network,With the satisfaction of material life,people yearning for spiritual world increasingly intense,the artistic aspect such as unique romance to have more understanding,but for various reasons can not meet some artistic state,so we suggest moving art master of painting style to a user's photos,thus to help them to have a picture of a unique artistic breath.The application design research is mainly explored in the following aspects:Firstly,the background,purpose and significance of the research are described,and the research status of style transfer technology is analyzed,so as to extract the advantages of the technology,and the analysis is carried out from the three dimensions of image processing clarity,processing speed and diversity of style types.Secondly through desktop research and design the survey found advantages and weaknesses,present the application of image processing based on in-depth interviews and questionnaires to get data on the user's feedback,and sort out the necessary points and key points of don't again and style,combined with the migration,refined style migration technology based application characteristics and advantages,feasibility analysis and how to efficiently implement,concluded that migration of style as the core of the image processing application design.And then the image processing application type of interaction design features and design ideas,summarizes the style migration image processing application design goal,follow the principle of interaction design,with practical,suitable and easy to use,to use as the goal,and the application oriented user interaction design factors of consumer behavior research,create profits and business value for the application itself.Next,according to the style transfer neural network training applicable models,according to the public preferences,select the corresponding style graph as the training set,and analyze and debug the results,and finally get the applicable network model.The model is combined with interaction design and visual design to get the final application results.Through the above design concept and the research direction,is applied to the migration of beautification class application design research based on the style,the design method for beautifying class and application and the new way of thinking,and through the design practice of style migration model is verified and application,puts forward the technology application in the product experience design style migration paths,to photograph beautification class industry has a certain reference significance.