Recognition training method and device for face wearing mask, electronic equipment and storage medium

• Main Authors: SU ANYANG, TANG DARUN
• Format: Patent
• Language: Chinese; English
• Published: 07.06.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a mask-wearing face recognition training method and device, electronic equipment and a computer readable storage medium, and belongs to the technical field of deep learning. The method comprises the steps that a first sample image is acquired, and the first sample image is a face image of a first face without a mask; generating a second sample image based on the first sample image, the second sample image being a face image of the first face wearing a mask; constructing a positive sample pair by adopting the first sample image and the second sample image; and training an initial model by using the positive sample pair to obtain a target face recognition model. According to the invention, the problem that the acquisition cost of the face image wearing the mask is high is solved, and the efficiency of face recognition wearing the mask is improved. 本发明公开了一种戴口罩的人脸识别训练方法、装置、电子设备及计算机可读存储介质，属于深度学习技术领域。其中，该方法包括：获取第一样本图像，其中，所述第一样本图像为第一人脸未戴口罩的人脸图像；基于所述第一样本图像生成第二样本图像，其中，所述第二样本图像为所述第一人脸戴口罩的人脸图像；采用