Intelligent training method and device based on micro-expression and action recognition and storage medium
A technology of action recognition and micro-expressions, applied in character and pattern recognition, acquisition/recognition of facial features, instruments, etc., can solve problems that are currently unavailable, not intelligent enough, and unable to realize personalized training and teaching for thousands of people and faces of students , to achieve the effect of improving training effect and improving efficiency
Pending Publication Date: 2020-01-24
CHINA PING AN LIFE INSURANCE CO LTD
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AI Technical Summary
Problems solved by technology
[0003] Most of the existing training and teaching systems rely on the manual management of lecturers and teaching assistants. The manual management mode can only judge the learning status of students through manual mode. There are thousands of personalized training and teaching, and there is no AI teaching assistant robot or method based on micro-expression and micro-action recognition; therefore, it is necessary to provide an intelligent training method based on micro-expression and micro-action recognition based on micro-expression and action recognition
Method used
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Embodiment Construction
[0050] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0051] The invention provides an intelligent training method based on micro-expression and action recognition. refer to figure 1 As shown, it is a schematic flowchart of an intelligent training method based on micro-expression and action recognition provided by an embodiment of the present invention. The method may be executed by a device, and the device may be implemented by software and / or hardware. In this embodiment, the device is an intelligent terminal.
[0052] In this embodiment, the intelligent training method based on micro-expression and action recognition includes:
[0053] S101, establishing a micro-expression and micro-movement sample set based on the micro-expression and micro-movement of the trainee during the training process;
[0054] S102, constructing a learning state recognition model based on th...
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The invention relates to a biological recognition technology, and discloses an intelligent training method and device based on micro-expression and action recognition, and a computer readable storagemedium, and the method comprises the steps: building a micro-expression and micro-action sample set based on the micro-expression and micro-action of a student in a training process; analyzing and constructing a learning state recognition model based on the micro-expressions and the micro-action sample set; determining real information of each student participating in training based on face recognition; collecting a picture and a video stream of each student participating in training in the training process, wherein the picture and the video stream comprise micro-expressions and micro-actionsof each student participating in training in the training process; uploading the photo and the video stream to the learning state recognition model; analyzing the picture and the video stream throughthe learning state recognition model, and obtaining a learning state result of each student participating in training; and generating a personal and overall training class analysis report based on thelearning state result of each student participating in training.
Description
technical field [0001] The present invention relates to the field of artificial intelligence, in particular to an intelligent training method, device and computer-readable storage medium based on micro-expression and micro-action recognition based on micro-expression and action recognition. Background technique [0002] Artificial Intelligence (Artificial Intelligence), the English abbreviation is AI. It is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems, etc. [0003] Most of the existing training and teaching systems rely...
Claims
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Patent Timeline
Login to View More IPC IPC(8): G06K9/00G06Q50/20
CPCG06Q50/205G06V40/174G06V40/168G06V40/20
Inventor 欧光礼
Owner CHINA PING AN LIFE INSURANCE CO LTD