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Auxiliary judgment method based on deep learning and virtual reality

A virtual reality and deep learning technology, applied in neural learning methods, input/output of user/computer interaction, speech analysis, etc. The effect of meeting individual needs

Pending Publication Date: 2022-02-11
SHANDONG INSPUR SCI RES INST CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The diagnosis of some traditional diseases, such as depression, is mainly based on medical history, clinical symptoms, course of disease, physical examination and laboratory examination, with relatively high subjective factors and a high rate of misjudgment

Method used

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  • Auxiliary judgment method based on deep learning and virtual reality

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Embodiment Construction

[0031] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work belong to the protection of the present invention. scope.

[0032] Such as figure 1 As shown in , build a virtual reality environment, select virtual dialogue characters and scenes based on the preferences and conditions of the testee, and realize interaction with the virtual reality environment and data collection by wearing a virtual reality VR device and smart wearable sensors. Using the model from the cloud...

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Abstract

The invention provides an auxiliary judgment method based on deep learning and virtual reality, and belongs to the technical field of auxiliary detection. The method comprises the following steps: constructing a virtual reality environment, and selecting a virtual dialogue character and scene; wearing a virtual reality VR device and an intelligent wearable sensor to realize interaction with a virtual reality environment and data acquisition; in combination with the data, using a model from the cloud data center for prediction and making auxiliary prompt; realizing real-time rendering of a virtual reality scene at an edge computing node or a workstation through voice recognition, character conversion, voice synthesis and expression generation; and assisting to finish the real-time interaction and judgment.

Description

technical field [0001] The invention relates to the technical field of auxiliary detection, in particular to an auxiliary judgment method based on deep learning and virtual reality. Background technique [0002] With the rapid development of deep learning technology, as well as the support of massive data and efficient computing capabilities in the Internet and cloud computing era, deep learning technology represented by CNN convolutional neural network can be trained to construct a large-scale neural network similar to the structure of the human brain. , has made breakthroughs in the fields of computer vision, speech recognition, and natural language understanding, and is bringing subversive changes to the entire society. [0003] Virtual reality technology (Virtual Reality, abbreviated as VR) is a brand-new practical technology formed by the combination of computer, electronic information and simulation technology, involving computer graphics, human-computer interaction te...

Claims

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Application Information

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IPC IPC(8): G06F3/01G06N3/04G06N3/08G10L13/08G10L15/26
CPCG06N3/08G06F3/01G10L15/26G10L13/08G06N3/045
Inventor 孙善宝王晓利罗清彩
Owner SHANDONG INSPUR SCI RES INST CO LTD
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