A Face Recognition Attendance System using Computer Vision is a system that automates the process of taking attendance by recognizing individuals through their facial features.
Technologies and Libraries: -Face Detection: OpenCV, Dlib, MTCNN -Face Recognition: Face_recognition, OpenFace, FaceNet -Deep Learning Frameworks: TensorFlow, PyTorch, Keras -Web Frameworks: Django for building web-based interfaces
Challenges: -Lighting and Angles: Ensure robustness against varying lighting conditions and facial angles. -Privacy: Handle data with care, ensuring compliance with privacy regulations. -Accuracy: Fine-tune the model to minimize false positives and negatives.