With the rapid development of information technology, facial recognition technology has gradually become a research hotspot in the field of identity verification. The Python based facial recognition attendance
pipinstallopencv-python face_recognition 1. 2. 定义主要类 接下来,我们将定义FaceRecognitionSystem类来处理人脸检测与签到记录: importcv2importface_recognitionimportnumpyasnpimportpandasaspdclassFaceRecognitionSystem:def__init__(self):self.attendance=pd.DataFrame(columns=["Name","Time"])defdetect_face(self...
FaceRecognitionSystem+detect_face()+extract_features()+recognize_face()+record_attendance()Camera+capture_image()Database+store_user_data()+retrieve_user_data() 三、环境准备 在开始实现之前,我们需要安装一些库。通过pip安装以下依赖项: pipinstallopencv-python face-recognition numpy 1. opencv-python:用...
https://github.com/rishabh-karmakar/Facial-Recognition-Based-Attendance-System 实时口罩检测系统 这是目前要建造的最不可思议和最重要的项目。这是新冠疫情时期最受欢迎的项目。因为它可以实时检测人们是否在脸上戴口罩。 这就是实时口罩检测系统的工作方式。如果一个人正确地将口罩敷在脸上,他的脸上会形成一个绿色...
face_recognition 1.30 face_recognition_model 0.3.0 dlib 19.23.1 UI窗体界面: PyQt5 5.15.4 pyqt5-plugins 5.15.4.2.2 PyQt5-Qt5 5.15.2 PyQt5-sip 12.10.1 pyqt5-tools 5.15.4.3.2 编译器 Pycham 2021.1.3 Python版本 3.9.12 Anaconda 辅助开发QT-designer ...
Multi-face Recognition: Enhance the system to recognize and manage multiple faces simultaneously. Cloud Backup: Add automated backups of attendance data to secure cloud storage. Emotion Recognition: Integrate emotion detection for additional use cases, like mood analysis during attendance. Smart Alerts:...
faceface-recognitionface-detectionface-alignmentface-trackingface-recognition-pythonface-mask-detection UpdatedJan 22, 2025 C++ codeglitchz/attendance-system Star91 A simple, modern and scalable facial recognition based attendance system built with Python back-end & Angular front-end. ...
Automatic Attendance System Using Face Detection With Faster RCNN in PythonNikita Dilip KolekarJETIR(www.jetir.org)
比如 db = pymysql.connect("localhost", "root", "mysql105", "facerecognition")。这首先需要在 navicat中创建数据库。 如果不是通过本系统的信息采集功能采集的人脸照片,请将采集的人脸照片放到 face_dataset/XX 路径下,其中XX是学号(唯一索引),如果是通过系统采集的,则会自动存放在该路径下,不需要修改。
upx=True, name='workAttendanceSystem') 对于上面这个文件,需要注意两点: 除了resources配置是我添加修改之外,其余全是自动生成,这个配置是用来添加资源文件的。 pathex是工程的根目录。 生成并配置好spec文件后,我们可以通过pyinstaller demo.spec来执行打包任务。