Fitness room facility layout optimization method and system based on image processing

An image processing and layout optimization technology, applied in image data processing, image analysis, instruments, etc., can solve the problems of unreasonable distribution of fitness personnel, difficulty in providing guidance services, and crowding of people, so as to solve the problem of idle fitness equipment and manual guidance. inefficient effect
CN113705574AActive Publication Date: 2021-11-26海门市三德体育用品有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
海门市三德体育用品有限公司
Publication Date
2021-11-26

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Abstract

The invention relates to the technical field of artificial intelligence, in particular to a fitness room facility layout optimization method and system based on image processing. The method comprises the following steps of acquiring the device images of all fitness devices in a fitness room, and acquiring the local optimization images of the small devices according to a second target neural network, wherein the loss functions of the second target neural network comprise a first loss function, a second loss function and a third loss function; the first loss function is a similarity loss function; the second loss function is an area loss function; and the third loss function is an overlap ratio loss function; inputting the local optimization images into a trajectory prediction network for re-training; and after the second target neural network is stably converged, obtaining an overall optimization image to adjust the fitness room, so that the fitness devices are reasonably planned, the fitness paths of the fitness personnel during fitness exercises are potentially guided, and the problems of low manual guiding efficiency and idle fitness devices are effectively solved.
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Description

Technical field

[0001] The present invention relates to the field of artificial intelligence, and more particularly to image processing based gym facilities layout optimization methods and systems. Background technique

[0002] At present, people have begun to deepen their understanding of sports, gradually realizing the importance of scientific movements, and more and more people walk into the gym for various sports.

[0003] The fitness equipment to be used for people to use for different fitness needs is different. When the individual fitness equipment is high, if the distribution between the devices is unreasonable, the distribution of fitness personnel will become unreasonable, and there may be a personal crowd and The device is idle, the existing solution is usually solving the problem of unreasonable layout through artificial guidance or device intelligent guidance, but this method will consume more human resources resources and more in fitness personnel. In the case, it i...

Claims

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