CampusFix AI is an intelligent, full-stack campus problem reporting and infrastructure maintenance management platform. Powered by MobileNetV2 Transfer Learning (DNN Computer Vision), students and faculty report campus defects—such as broken fans, fused lights, water leaks, damaged furniture, or overflowing dustbins—simply by capturing a photograph.
In under 200ms, the AI automatically classifies the issue category, assigns a severity priority (Low, Medium, High, Critical), and routes the ticket to the designated maintenance department (Electrical, Plumbing, Furniture, Cleaning, IT Support, Security).
Key Innovations:
- AI Visual Triage: Instant defect classification and automatic department dispatch.
- Smart Duplicate Engine: Uses 24D perceptual visual hashing and spatial coordinates to eliminate duplicate tickets and enable upvoting.
- Closed-Loop Photo Proof: Technicians must upload an After-Repair Photo Proof before marking issues resolved.
- Real-Time Ecosystem: Live WebSocket status updates (Socket.IO), interactive schematic campus mapping, and full persistence in MongoDB (viewable via MongoDB Compass).
CampusFix AI eliminates administrative misrouting, reduces complaint resolution latency by 80%, and ensures complete operational transparency.
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