Entire population intelligent footpath system based on big data
A big data and trail technology, applied in the field of sports intelligent services, can solve the problems of too simple functions, unable to meet the different needs of different sports users, and single structure of the trail system, so as to improve the sports experience.
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Embodiment 1
[0019] According to Embodiment 1 of the present invention, a smart trail system for all people based on big data is provided, the smart trail system includes a monitoring platform and a cloud platform; the monitoring platform is used to monitor the movement of each user moving on the current trail Data; according to the preset clustering classification model, the cloud platform analyzes the exercise data of each exercise user on the current trail monitored by the monitoring platform, and classifies each exercise user on the current trail into the corresponding age group and analyze the exercise data of each exercise user on the current trail monitored by the monitoring platform, and obtain the analysis results including the exercise habit information of exercisers of all age groups, and optimize the model according to the preset exercise mode , optimize the exercise habits of sports people of all ages, obtain corresponding exercise guidance suggestions, and push the suggestion ...
Embodiment 2
[0047] According to Embodiment 2 of the present invention, a kind of intelligent trail system for the whole crowd based on big data in a specific application is also provided, such as figure 1 As shown, it is a system architecture diagram of a big data-based smart trail system for the whole crowd in a specific application provided by Embodiment 2 of the present invention.
[0048] A kind of hardware equipment in the intelligent trail system for the whole crowd based on big data in the specific application provided by Embodiment 2 of the present invention, and the functions of each function of each hardware equipment are as follows:
[0049] Hardware equipment: trail movement data acquisition equipment, intelligent lighting, crowd monitoring equipment, environmental monitoring equipment and security monitoring equipment;
[0050] Cloud platform: sports behavior analysis, sports guidance, industrial data analysis, sales and forecast, industrial chain optimization;
[0051] Mobi...
Embodiment 3
[0065] According to Embodiment 3 of the present invention, a smart walkway system for the whole crowd based on big data in a specific application is also provided.
[0066] Big Data:
[0067] In the implementation process of the intelligent walkway system provided by Embodiment 3 of the present invention, a face recognition camera is installed, a haar-like model is used to detect faces, and typical features are extracted through the sparse representation of faces, compared with public databases, and automatically Recognizes the age and typical characteristics indicators of men and women. In the physical measurement room, indicators such as body weight and body fat are automatically collected, as well as national physical fitness monitoring indicators, such as lung capacity, grip strength data, push-ups, etc. Then, through the clustering method, it is classified according to age, gender, key physical fitness and running / walking indicators to form a multi-level classification s...
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