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Tongue coating detection system based on convolutional neural network

A convolutional neural network and detection system technology, applied in the field of tongue coating detection system, can solve the problems of small audience, unable to take tongue images by a single person, difficult to put into the market, etc., to save the time of finding or waiting for doctors Effect

Pending Publication Date: 2021-07-16
SHENZHEN GRADUATE SCHOOL TSINGHUA UNIV
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AI Technical Summary

Problems solved by technology

Its shortcomings are: the audience of the instrument is small, assisting doctors in diagnosis, and ordinary users cannot use it; a single person cannot take tongue images; the instrument system cannot be updated online; based on this, the two main types of tongue diagnosis instruments currently Their respective shortcomings, it is difficult to put into use on the market

Method used

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  • Tongue coating detection system based on convolutional neural network
  • Tongue coating detection system based on convolutional neural network
  • Tongue coating detection system based on convolutional neural network

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Embodiment Construction

[0063] Embodiments of the present invention will be described in detail below. It should be emphasized that the following description is only exemplary and not intended to limit the scope of the invention and its application.

[0064] It should be noted that the terms "first", "second", "left" and "right" are used for descriptive purposes only, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of indicated technical features . Thus, features defined as "first", "second", "left", "right" may expressly or implicitly include one or more of these features.

[0065] With the increasing data throughput and computing power of computers and the deepening research of human visual patterns by scientific researchers, relying on efficient algorithm design and learning and training with a large amount of data, it is possible to combine machine learning algorithms with pathological images. At the same time, the introduction of deep ...

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Abstract

A tongue coating detection system based on the convolutional neural network comprises a hardware platform and a remote service data end. The hardware platform is loaded with a physical operation key, a power supply module, an image acquisition module, a data transmission module and a display screen. The physical operation button drives the power supply module to supply power to the whole hardware platform. The image acquisition module acquires and stores tongue images and transmits the tongue images to the data transmission module. And the data transmission module processes the tongue image picture and transmits the tongue image picture to a remote service data end through the narrowband Internet of Things. And the remote service data terminal classifies the processed tongue images based on the convolutional neural network, finds matched tongue diagnosis reports and medical guidance suggestions, and returns the tongue diagnosis reports and medical guidance suggestions to the display screen for display through the narrowband Internet of Things. The tongue image detection system based on the convolutional neural network, the narrowband Internet of Things technology and the image acquisition and processing technology is simple to operate and reliable in detection result, and provides a convenient way for people to know own physical health conditions.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a tongue coating detection system based on a convolutional neural network (CNN). Background technique [0002] The treasure house of Chinese civilization contains profound philosophical ideas, cultural knowledge and economic and social resources, embodies the rich essence of traditional Chinese culture, and is the blood and soul of the Chinese nation. The formation and development of traditional Chinese medicine theory and the publication of famous works of all dynasties not only absorb the advanced concepts of contemporary Chinese culture, but also organically combine the understanding of human life and the law of occurrence and development of diseases, effectively guaranteeing the endless life and reproduction of the Chinese nation. Prosperity has played an important role in inheriting and carrying forward the excellent traditional Chinese culture. However, wit...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/49G06K9/62G06N3/04G06N3/08G16Y40/10G16H15/00G16H30/20G16H50/20
CPCG06T7/0012G06T7/49G06N3/084G16Y40/10G16H15/00G16H30/20G16H50/20G06T2207/10004G06T2207/30004G06N3/047G06N3/045G06F18/2415
Inventor 曾云辉张子怡廖梓钧李嘉明罗坤亭景毅戴源志王榕陈世帆娄越孔锐郭洪飞袁博
Owner SHENZHEN GRADUATE SCHOOL TSINGHUA UNIV
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