The system functions by capturing an image of the individual's face and then cross-referencing it with a database of pre-registered faces. Upon successful identification, the system accurately records the individual's attendance. Notably, these systems offer seamless integration with existing time and attendance software, thereby serving as efficient tools for both attendance management and bolstering security measures.

An application is being developed to detect COVID-19 patients from chest X-ray images using deep learning models. A dataset of 5000 images, including COVID-19 cases identified by radiologists, is being used for training. Initial results show promise, but further analysis on a larger dataset is needed for better accuracy.

"A library management system is essential for academic institutions, addressing the challenge of organizing and tracking books. It records details of books borrowed and returned by students, providing easy access to information when needed. This system streamlines administrative tasks and enhances overall library efficiency."

The Student Performance Prediction System is an application that tracks a student's academic progress and predicts their final performance based on past data. It helps teachers provide personalized support, allows guardians and students to manage academic activities

AI-enabled chatbots are a pioneering application of AI, simulating human conversation patterns. They respond to user queries and dialogues like humans using chat applications. These chatbots not only mimic human conversation but also provide informed responses sourced from the web. The scalability of such bots depends on project complexity and student skills. Creating AI chatbots involves building a user-friendly interface alongside AI technologies, employing Natural Language Processing (NLP) algorithms to emulate human-like communication.

The excerpt highlights the widespread adoption of online examinations and the learning potential of such projects. It outlines key functionalities like login, profile management, and answering MCQs and written questions many more.