Tongue body self-diagnosis health cloud service system based on deep convolution neural network

Abstract

The invention discloses a tongue body self-diagnosis health cloud service system based on a deep convolution neural network. The system mainly comprises a convolution neural network used for deep learning and training recognition, a tongue body segmentation method based on the deep convolution neural network, the deep convolution neural network used for tongue image classification and a health cloud service platform used for conducting self-diagnosis according to a recognized tongue image type. According to the tongue body self-diagnosis health cloud service system based on the deep convolution neural network, the automation and intelligent level of watching the tongue for diagnosis on the basis of a mobile internet can be effectively improved, more people can understand and participate in self-service health detection, evaluation and guidance, the health consciousness of the public is improved, and the self-health management ability is increased.

Description

technical field [0001] The present invention relates to the application of technologies such as TCM tongue diagnosis, mobile Internet, database management, computer vision, image processing, pattern recognition, deep neural network and deep learning in the field of self-service health care, especially relates to a deep convolutional neural network-based Tongue self-diagnosis health cloud service system. Background technique [0002] The purpose of self-help health is to allow more people to understand and participate in self-service health testing, assessment, and guidance, thereby improving people's health awareness and self-management capabilities. Self-service health testing equipment should preferably be simple and easy for the public to grasp, and fully encourage and improve the ability to participate in self-management. [0003] Self-service health testing is not a general sense of health testing, but a self-service health testing with certain public health functions....

AI Technical Summary

Problems solved by technology

[0031] To sum up, there are still several thorny problems in using the deep learning-based convolutional neural network for "tongue diagnosis" as follows: 1) How to accurately segment the overall image of the tongue from the complex background; 2) How to use as little tagged tongue image data as possible to accurately obtain various characteristic data of the tongue; 3) How to build a highly automated tongue self-diagnosis self-service health cloud service platform; 4) How to use deep learning and Network training to automatically obtain tongue feature data; 5) How to enable users to use mobile Internet and smart phones to achieve self-health care; 6) How to provide users with more accurate, more convenient, cheaper and more effective health care cloud service

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