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
☆17Oct 28, 2025Updated 6 months ago
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