How Drishti Works
A sophisticated AI pipeline that transforms raw camera feeds into actionable crowd intelligence
System in Action
Data Pipeline
Camera Feed & AI Models
YOLOv8 detection and DeepSORT tracking from multiple camera feeds
Cloud Clustering
Advanced clustering algorithms to group and analyze crowd patterns
Heatmap Generation
Dynamic visualization of crowd distribution and movement patterns
AI Summarizer
Intelligent analysis and insights generation from crowd data
Route Optimization
Smart escape route suggestions based on real-time crowd analysis
Real-time Dashboard
Live monitoring interface with actionable insights and alerts
Key Technical Features
Real-time Processing
Sub-second latency processing
Multi-camera Sync
Kafka-based synchronization
Advanced Clustering
Crowd pattern analysis
Real-time Processing
Sub-second latency processing
Multi-camera Sync
Kafka-based synchronization
Advanced Clustering
Crowd pattern analysis
Real-time Processing
Sub-second latency processing
Multi-camera Sync
Kafka-based synchronization
Advanced Clustering
Crowd pattern analysis
Heatmap Generation
Dynamic visualization
Route Optimization
Smart escape routes
Scalable Architecture
Large-scale deployments
Heatmap Generation
Dynamic visualization
Route Optimization
Smart escape routes
Scalable Architecture
Large-scale deployments
Heatmap Generation
Dynamic visualization
Route Optimization
Smart escape routes
Scalable Architecture
Large-scale deployments