Advanced AI Pipeline for Intelligent Issue Processing
Our sophisticated AI system combines multiple technologies to ensure accurate, fast, and reliable processing of civic issues reported by citizens.
Total Issues Processed
12,456
+23%Valid Issues Identified
11,234
+18%Fake Reports Filtered
1,222
+45%Average Processing Time
1.7s
-12%AI Processing Pipeline
Each civic issue goes through these AI-powered stages
Computer Vision Object Detection
Capabilities:
- Detects potholes, broken infrastructure, and garbage
- Real-time object recognition with 94% accuracy
- Identifies multiple issues in single image
- Provides confidence scores for each detection
94%
Accuracy
0.3s
Avg Speed
1000/hr
Per Hour
Speech-to-Text Processing
Capabilities:
- Converts voice messages to text
- Supports multiple Indian languages
- Filters out background noise
- Extracts key issue information
96%
Accuracy
0.8s
Avg Speed
500/hr
Per Hour
Duplicate Detection System
Capabilities:
- Identifies duplicate image submissions
- Prevents spam and false reports
- Perceptual hashing algorithm
- Cross-references with existing database
99%
Accuracy
0.1s
Avg Speed
2000/hr
Per Hour
Issue Classification & Validation
Capabilities:
- Classifies issue type and priority
- Validates authenticity of reports
- Routes to appropriate department
- Generates automated responses
92%
Accuracy
0.5s
Avg Speed
800/hr
Per Hour
YOLO
0.3s
Whisper AI
0.8s
pHash
0.1s
ONNX Runtime
0.5s
Valid Issues
Verified issues are automatically routed to the appropriate municipal department
Fake Reports
Invalid or spam reports are filtered out and moved to trash with detailed reasoning
Pending Review
Ambiguous cases are flagged for manual review by municipal staff