Character personality analysis method based on recurrent neural network and character personality analysis device based on recurrent neural network and storage medium

Abstract

The invention provides a character personality analysis method based on a recurrent neural network and a character personality analysis device based on the recurrent neural network and a computer readable storage medium. The method comprises the following steps that a sample video is collected and the personality type is marked; the feature vectors of the sample video image sequence are extracted;a recurrent neural network model with the Softmax classifier acting as the output layer is constructed; the recurrent neural network model is trained by using the feature vectors and the personalitytype mark and the training parameters are optimized so that a character personality analysis model is obtained; the facial video of an object to be analyzed is acquired and the feature vectors of thevideo image sequence are extracted; and the extracted feature vectors are inputted to the character personality analysis model so that the probability value of each corresponding personality type of the object to be analyzed is obtained, and the personality type of the highest probability value is taken as the personality type of the object to be analyzed. The character personality can be objectively analyzed by using the character personality analysis method and the character personality analysis device.

Description

technical field [0001] The present invention relates to the technical field of computer vision, in particular to a character analysis method, device and storage medium based on a recurrent neural network. Background technique [0002] Personality is an important part of personality. Understanding the character of a character can improve the efficiency of communication between people, and it can also help people choose a rational way of thinking and form a good personality traits. [0003] At present, character analysis is generally carried out through questionnaire survey or voice question and answer, which requires a lot of time and human resources. If the respondents or respondents are affected by the objective environment or do not actively cooperate with the analysis process, the analysis results are often not accurate and objective. Contents of the invention [0004] In view of the above reasons, the present invention provides a character analysis method, device and ...

AI Technical Summary

Problems solved by technology

[0003] At present, character analysis is generally done through questionnaires or voice questions and answers, which requires a lot of time and human resources

If the respondents or respondents are affected by the objective environment or do not actively cooperate with the analysis process, the analysis results are often inaccurate and objective

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