Developed a Streamlit application for real-time face recognition using webcam input. The project involved: o Implementing a face recognition system using the Face Recognition library to detect and identify individuals. o Storing face encodings and metadata in MongoDB for efficient recognition. o Adding features to capture and store new faces in the database directly from the app interface. 0 Designing a user-friendly frontend with Streamlit to capture images and display recognition results.