RESQ – Campus Safety App

RESQ is a campus safety mobile application built for Premies — designed to make college campuses safer through real-time alerts, AI-powered threat detection, and a structured incident response system for students, guards, and admins.

Key Features:

• Role-Based Access: Separate portals for students, security guards, and admins with distinct permissions
• SOS Alerts: Real-time SOS notification system that instantly alerts on-duty security guards
• Fight Detection: ML-powered violence/fight detection using OpenCV that automatically identifies incidents from campus video feeds and raises alerts
• Screen Detection: Automated detection of inappropriate screen content on campus devices, triggering real-time policy violation alerts
• Incident Handling: Deduplication logic to prevent redundant records when multiple sources detect the same event
• Admin Dashboard: Real-time monitoring and incident management dashboard for administrators
• REST APIs: Full suite of APIs powering the mobile app frontend with seamless data flow

Technical Highlights:

• Mobile app frontend integrated with a Django REST Framework backend
• Fight Detection pipeline using OpenCV and a trained ML classification model
• Screen Detection module for automated content policy enforcement
• Deduplication logic to handle concurrent alerts from multiple detection sources
• All API endpoints tested and documented using Postman
• SQLite database for lightweight, fast data persistence