Access control epidemic prevention system based on face recognition
A face recognition and intelligent access control technology, applied in character and pattern recognition, instruments, biological neural network models, etc., can solve problems such as the lack of inherent structure of human face and affect the extraction of facial features, so as to achieve great application value and improve security sexual effect
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[0076] see Figure 4 , we use the mask mask face dataset (RMFD) of Wuhan University, including (1) real mask face recognition dataset: samples crawled from the network, after sorting, cleaning and labeling, 5,000 masks containing 525 people face, 90,000 normal faces. (2) Face recognition data set with simulated masks: put masks on the faces in the public data set, and obtain a simulated mask face data set with 10,000 faces and 500,000 faces.
[0077] The evaluation indicators of the face recognition module performance test mainly include: precision rate, recall rate and time delay. Therefore, the following will combine the test set to test the precision rate, recall rate and time delay of the face recognition module to comprehensively analyze the performance of the face recognition module.
[0078] The face recognition module mainly includes three modules: video key frame extraction, mask detection and face feature extraction, and face recognition. The time delay is mainly g...
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