Streamline your office or organization’s attendance management with our Advanced Face Recognition Attendance System. This innovative solution leverages cutting-edge facial recognition technology to ensure seamless and accurate tracking of employee attendance in real-time.
Key Features:
- Real-Time Face Recognition: Utilizes the powerful MTCNN (Multi-task Cascaded Convolutional Networks) and InceptionResnetV1 models to detect and recognize faces in real-time with high accuracy.
- Easy Employee Registration: Simplify employee onboarding with an intuitive registration process. Employees can be quickly registered by uploading their profile picture and essential details such as name, employee ID, phone number, email, and department.
- Automatic Check-In and Check-Out: The system automatically records employee check-ins and check-outs based on facial recognition, making manual attendance entry a thing of the past.
- Efficient Attendance Management: Track daily attendance, including check-in and check-out times, with detailed records of stay duration. Attendance records are organized by date and employee for easy management.
- Multiple Camera Support: Supports multiple cameras simultaneously. Whether you’re using local webcams or IP cameras, the system can handle various sources to ensure comprehensive coverage across your premises.
- Security and Authorization: Employees are identified and authorized for check-ins based on their face recognition data, ensuring secure and accurate attendance recording. Only authorized employees can access the system.
- Customizable Threshold Settings: The system allows the admin to set a threshold for face recognition accuracy, ensuring high-quality detection tailored to your environment.
- Sound Notifications: Play customizable success sounds upon successful check-in/check-out, ensuring employees are immediately notified of their attendance status.
- Comprehensive Reporting: Generate CSV and Excel reports with ease for attendance analysis, featuring details such as check-in/check-out times and stay duration.
- Admin Control: Admins can easily manage employees, including viewing details, authorizing or deactivating accounts, and deleting employees. Admin access is secure and role-based, with login functionality for controlled access.
Benefits:
- Increased Accuracy and Efficiency:
Automated attendance tracking ensures precise and error-free records. No more missed punch-ins or inaccurate manual logs. - Cost-Effective:
Reduces administrative overhead by automating the entire attendance management process, saving time and resources. - Enhanced Security:
No physical ID cards are required, ensuring that the attendance system is secure and tamper-proof. - User-Friendly Interface:
The easy-to-use interface ensures that both employees and admins can navigate the system without any hassle. - Customizable for Your Needs:
Whether you’re managing a small office or a large organization, our system can be easily scaled and customized to fit your requirements.
Technology Stack:
- Face Detection & Recognition: MTCNN and InceptionResnetV1
- Backend Framework: Django
- Frontend Technologies: HTML, CSS, JavaScript
- Database: SQLite or PostgreSQL
- Real-time Processing: Multi-threading for simultaneous camera handling
- Sound Notifications: Integrated with Pygame
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