安全检测系统-多目标识别(YOLOv5)和人脸识别(Facenet)快速部署系统。功能上:本项目使用YOLOv5实现多目标识别,使用Facenet实现人脸识别,最终需要人脸和此人应具备的多目标同时满足才能通过安全检测,部署上:使用pyqt5实现前端可视化,在前端页面运行YOLOv5多目标识别系统(将模型运行封装到Qt中),使用Docker封装人脸识别后端系统,使用网络请求等包实现前后端交互 案例:进行多目标识别的同时,进行人脸识别,前端系统发送请求,携带参数到后端进行人脸识别,最终返回人脸识别结果,获取人脸识别结果后,检索该成员应具备的多目标特征,与YOLOv5多目标识别的实际结果进行比对,若无误则通过安全检测
☆15Oct 28, 2025Updated last year
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