With the continuous development of modern science and technology, people pay more attention to health and quality of life. This product smart mattress visualization real-time monitoring system is an innovative health technology products, designed to help users better understand and improve their sleep quality, but also to facilitate the application of medical health management and pension management, this work will introduce you this eye-catching technology, and how it through the visualization of large screen Web interface to achieve real-time monitoring and analysis of sleep data. Product features: real-time sleep monitoring: smart mattress through the built-in sensor real-time monitoring of the user's heart rate breathing, sleep status, including sleep time, turn over times, deep sleep and light sleep. These data will be transmitted to the visual large-screen Web interface for users to view at any time; Personalized suggestions: analysis based on sleep data; Historical data tracking: Users can access their past sleep is body data to compare sleep quality in different time periods and understand their sleep trends, which helps users better understand the impact of their lifestyle on sleep; Intelligent reminder: this work also provides intelligent reminder function, once the user has a physical abnormality, it can remind the manager in an intuitive way; Data sharing: users can choose to share their sleep data with doctors, family members or health experts to obtain more Support and advice; Data visualization: Our work also provides powerful data visualization functions. Users can explore their sleep data through various charts and graphs, such as trend charts, pie charts, histograms, etc. These visualization tools allow users to analyze their sleep in greater depth in order to develop their own improvement strategies; Friendly interface: Our interface design focuses on user-friendliness and aesthetics, and users can explore their sleep data in an engaging interface for a pleasant user experience. Whether it is a trend chart, pie chart or bar chart, the interface presents data in a pleasant way. Adapt to a variety of large screens: the work adopts a responsive layout and adapts to most large screens and terminal devices. No matter what kind of device you use, you can get a consistent and high-quality user experience. This ensures that users can easily access and manage their sleep data in different scenarios. This product has a total of three pages, the management home page, mattress visualization and user health visualization, all of which have been deployed at the front and back ends and the data communication interface with the Cortex-M4 mattress. The Cortex-M4 is responsible for collecting the user's heart rate and breathing and communicating data through socket. Django, which is used at the back end, is responsible for receiving data in real time, saving it in redis database, and redis subscribing and publishing in real time, django background and front-end use websocket protocol to achieve real-time data update, the front-end uses jquery echarts, a variety of intuitive charts, user-friendly view and management of heart rate breathing and sleep quality.