UrbanEye AI: Using Google Gemini to Help Citizens Report Urban Infrastructure Problems
The Problem
Across cities in India and the Asia-Pacific region, citizens encounter urban issues every day:
- Potholes damaging vehicles
- Broken streetlights affecting safety
- Overflowing garbage dumps creating health hazards
- Damaged roads and public infrastructure
While many municipalities provide complaint portals, reporting these issues often requires citizens to manually identify the problem, write detailed descriptions, attach evidence, and determine the correct department.
As a result, many issues go unreported or are reported with incomplete information.
The Idea
UrbanEye AI is a GenAI-powered civic reporting platform that helps citizens instantly report urban infrastructure problems.
A user simply uploads a photo and shares their location.
The platform automatically:
- Identifies the issue using AI
- Generates a structured complaint
- Determines the responsible municipal department
- Maps the issue location
- Creates a municipal-ready report
This reduces reporting friction and helps cities receive better quality civic complaints.
How It Works
Step 1: Citizen Uploads an Image
The user captures or uploads a photo of:
- A pothole
- A broken streetlight
- A garbage dump
- A damaged public asset
Step 2: AI Analyzes the Image
Using Google's Gemini multimodal capabilities, the image is analyzed and classified.
Example:
Input:
Photo of a damaged road.
Output:
Issue Type: Pothole
Severity: High
Recommended Department: Public Works Department
Step 3: AI Generates a Complaint
Instead of requiring the user to manually write a complaint, Gemini generates a structured report.
Example:
"Large pothole detected on the main roadway causing potential traffic hazards and vehicle damage. Immediate repair is recommended."
Step 4: Location Mapping
The issue location is captured using geolocation services and displayed on a map.
This enables authorities to identify exact locations quickly.
Step 5: Municipal-Ready Report
The system generates a complete report containing:
- Issue category
- Severity level
- Location
- AI-generated description
- Uploaded evidence image
- Timestamp
The report can be submitted directly to municipal authorities.
Google AI Tools & Technologies Used
1. Gemini 2.5 Flash / Gemini Pro
Purpose:
- Image understanding
- Issue classification
- Complaint generation
- Severity assessment
Why Gemini?
Gemini's multimodal capabilities allow the model to understand images and text simultaneously, making it ideal for civic issue reporting.
2. Vertex AI
Purpose:
- Hosting and managing AI workflows
- Model orchestration
- Prompt management
- Scalable AI deployment
Vertex AI provides enterprise-grade infrastructure for running and monitoring AI applications.
3. Firebase Authentication
Purpose:
- User authentication
- Secure citizen login
- User profile management
4. Firestore Database
Purpose:
- Storing complaints
- Issue tracking
- User submissions
- Municipal response records
5. Cloud Run
Purpose:
- Deploying backend APIs
- Running AI processing services
- Serverless scalability
Cloud Run enables automatic scaling based on user demand.
6. Cloud Storage
Purpose:
- Storing uploaded images
- Maintaining evidence records
- Secure file management
7. Google Maps Platform
Purpose:
- Location tagging
- Interactive maps
- Issue visualization
- Geo-based analytics
System Architecture
Frontend:
React + Tailwind CSS
Backend:
Spring Boot
Database:
Firestore
Authentication:
Firebase Auth
AI Layer:
Gemini API via Vertex AI
Storage:
Cloud Storage
Deployment:
Cloud Run
Location Services:
Google Maps Platform
Potential Impact
UrbanEye AI can help:
- Citizens report issues faster
- Municipalities receive better complaint data
- Cities improve maintenance efficiency
- Authorities identify infrastructure hotspots
By combining GenAI with civic engagement, UrbanEye AI demonstrates how AI can be used to solve real local problems and improve quality of life in urban communities.
Future Enhancements
- Multi-language support using Gemini
- Voice-based complaint submission
- Automated complaint routing
- Real-time municipal dashboards
- Predictive infrastructure maintenance analytics
Conclusion
UrbanEye AI is an example of how Google AI technologies can be used to solve practical civic challenges. By leveraging Gemini, Vertex AI, Firebase, Cloud Run, and Google Maps Platform, citizens can transform a simple photo into an actionable municipal report, helping create smarter and more responsive cities.
