Design And Implementation Of Intelligent Film Layout System Based On Machine Learning And Layout Algorithm

Nowadays,with the increasing happiness of the people,the improvement of the economic level brings the pursuit of spiritual culture,more and more people choose to go to the cinema to watch movies.People's enjoyment of watching a movie lies in the evaluation of the content and the feeling of the theater equipment.A small TV in your home offers a significantly greater variety of viewing devices than a large screen in a theater,providing a better viewing experience.For the cinema,to attract more customer groups to the cinema and maximize the benefits,in addition to updating the equipment and environment,it is more necessary to optimize the arrangement of the movie shows.When there are n movie in theaters at the same time,because each film hot degree and the box office are unknown,how can good of film,made by the masses love the film can meet the demand,but there is no piece of film,unpopular and not cause row piece of wasted resources,has become a important work for cinema.Therefore,this project is a system to help the screenwriters streamline their work and maximize the profits of the movie.This paper firstly introduces the background and research significance of the project,then describes the technologies and algorithms used in the system in detail,and analyzes the functional requirements and non-functional requirements of the system after the completion of the above infrastructure.In the summary design stage,the system is divided into the following modules: home page module,layout module,layout adjustment module,layout result module,inspection report module,basic information module and system setting module.I am responsible for the layout module,the layout adjustment module,the layout result module,the examination and approval module in the inspection report module,the permission setting and user setting in the basic information module and the system setting module.Then the detailed design of the system is fully explained.After completing the system design,design the test plan for functional requirements and nonfunctional requirements.Finally,summarize the project and look forward to possible improvements in the future.The overall architecture of the system adopts the micro-service architecture,and the services are registered in zookeeper.The front-end adopts Vue and velocity,and the backend adopts spring boot.The database storage USES Mongo DB.The system has been delivered to the cinema screener for use and has obtained the user's preliminary approval.