> For the complete documentation index, see [llms.txt](https://unbound-ai.gitbook.io/whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://unbound-ai.gitbook.io/whitepaper/unbound-vision/vision-for-industries/educational-institutions.md).

# Educational Institutions

Use Cases

1. Attendance Monitoring: Using computer vision to automatically track and record student attendance in classrooms.
2. Exam Cheating Detection: Identifying suspicious behavior or cheating attempts during exams using facial recognition and object detection.
3. Classroom Engagement Analysis: Analyzing student facial expressions and body language to measure engagement levels during lectures or discussions.
4. Student Behavior Monitoring: Monitoring student behavior and identifying potential signs of bullying or disruptive behavior.
5. Safety and Security: Using computer vision to monitor campus premises and identify any unauthorized individuals or suspicious activities.
6. Library Management: Automatically tracking and organizing library resources, including book detection and shelf organization.
7. Campus Navigation: Providing virtual maps and navigation assistance to students and visitors for easy navigation within the campus.
8. Virtual Proctoring: Conducting remote exams with AI-powered proctoring to ensure exam integrity and prevent cheating.
9. Campus Facility Management: Using computer vision to monitor and manage the usage and maintenance of campus facilities.
10. Campus Parking Management: Monitoring and managing parking spaces to optimize availability and guide students to open spots.
11. Campus Safety Drills: Assisting in safety drills by analyzing student movements and providing real-time feedback for improvement.
12. Campus Event Monitoring: Monitoring and analyzing crowd density and flow patterns during campus events for improved safety and organization.
13. Smart Classroom Management: Analyzing classroom dynamics and student behavior to optimize teaching strategies and classroom environment.