Mask-wearing face recognition method, system, computer equipment and storage medium
A face recognition and mask technology, applied in the field of face recognition wearing a mask, can solve the problems of face recognition algorithm failure, recognition error, recognition result not recognized, etc., to optimize the completion of details and increase the consistency of global observation Effect
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Embodiment 1
[0074] like figure 1 and figure 2 As shown, the present embodiment provides a face recognition method wearing a mask, the method includes the following steps:
[0075] S201. Acquire a video stream image to be identified.
[0076] Wherein, the video stream image to be identified is acquired through acquisition, for example, through equipment acquisition such as a camera.
[0077] S202. Load the face mask detection model, use the face mask detection model to detect the video stream image to be recognized, and obtain a detection result.
[0078] At present, most face detection methods consume too much time in terms of time calculation, and when the method is transplanted to a mobile device, it cannot respond quickly to the video stream. The face mask detection model of this embodiment Using a multi-cascade network, each level has a clear division of labor for data processing, tending to a gradual approach. Such an image processing mode not only has a high accuracy rate, but ...
Embodiment 2
[0119] like Figure 10 As shown, the present embodiment provides a face recognition system wearing a mask. The system includes an acquisition module 1001, a face mask detection module 1002, a face completion module 1003 and a face recognition module 1004. The specific functions of each module are as follows:
[0120] The acquisition module 1001 is configured to acquire video stream images to be identified.
[0121] The face mask detection module 1002 is used to load the face mask detection model, and use the face mask detection model to detect the video stream image to be recognized to obtain the detection result.
[0122] The face completion module 1003 is used to load the face completion model if the detection result is that the face is detected to be wearing a mask, and to complete the video stream image that detects that the face is wearing a mask through the face completion model to obtain a complement full face image.
[0123] The face recognition module 1004 is config...
Embodiment 3
[0127] This embodiment provides a computer device, which can be a computer, such as Figure 11 As shown, a processor 1102, a memory, an input device 1103, a display 1104 and a network interface 1105 are connected through a system bus 1101, the processor is used to provide calculation and control capabilities, and the memory includes a non-volatile storage medium 1106 and an internal memory 1107, the non-volatile storage medium 1106 stores an operating system, a computer program, and a database, the internal memory 1107 provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium, and the processor 1102 executes the During the computer program, realize the face recognition method of wearing a mask of the above-mentioned embodiment 1, as follows:
[0128] Obtain the video stream image to be identified;
[0129] Load the face mask detection model, detect the video stream image to be recognized through the face mask...
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