A comprehensive, intelligent video surveillance and forensic analysis platform with real-time monitoring, GNN-powered alias resolution, and advanced threat detection capabilities.
🔍 Real-time Video Analysis • 🤖 AI-Powered Detection • 🧠 Graph Neural Networks • 📊 3D Visualization • 🔒 Advanced Security
In an era where security cameras are everywhere but meaningful surveillance is scarce, we saw an opportunity to transform passive recording systems into intelligent security guardians. Our inspiration came from real-world incidents where crucial moments were missed despite having camera coverage, and the overwhelming challenge security personnel face in monitoring multiple video feeds simultaneously. We wanted to create a solution that doesn't just record but understands, analyzes, and acts, whether it's for local businesses like grocery markets to bigger organizations like hospitals and shopping malls.
Daredevil is an intelligent video surveillance and forensic analysis platform that combines real-time security monitoring with advanced forensic data analysis capabilities. Our platform provides comprehensive security solutions with cutting-edge AI-powered features.
- Real-time Video Analysis: Advanced video surveillance using Google's Gemini Visual Language Model for crime detection, suspicious activities, and life-threatening events
- Upload & Analysis: Upload existing MP4 files for comprehensive crime analysis and threat assessment
- Security Library: Saved livestream footage and MP4 uploads with detailed security analysis, timelines, and incident reports
- Instant Alerts: Multi-channel notifications via WhatsApp, email, and phone alerts
- AI Assistant: Context-aware security assistant powered by OpenAI that provides real-time guidance during incidents
- 🧠 GNN-Powered Alias Resolution: Advanced Graph Neural Network system that automatically resolves aliases and detects hidden relationships across multiple devices and communication platforms
- 🔍 UFDR Data Analysis: Comprehensive Universal Forensic Data Repository analysis with 3D visualization capabilities
- 📊 Natural Language Query Interface: Ask questions about forensic data in plain English with RAG (Retrieval-Augmented Generation) system
- 🎯 Hidden Relationship Detection: Discover indirect connections and communication patterns that would be impossible to find manually
- 📈 Advanced 3D Visualization: Interactive 3D network graphs showing complex relationships between entities
- Next.js 15+ with TypeScript: Modern React framework with full-stack capabilities and type safety
- Tailwind CSS: Utility-first CSS framework for responsive, modern UI design
- React Three Fiber: High-performance 3D graphics library for advanced visualizations
- Framer Motion: Smooth animations and transitions for enhanced user experience
- Radix UI: Accessible, customizable UI components for professional interfaces
- Next.js API Routes: Serverless backend functions with TypeScript support
- Supabase: Secure authentication, real-time database, and user management
- Pinecone Vector Database: High-performance vector search for semantic queries
- Python Integration: Advanced data processing with NumPy, NetworkX, and scikit-learn
- Google Gemini 2.0 Flash: Latest AI model for natural language processing and responses
- Gemini Visual Language Model: Advanced video analysis and computer vision
- TensorFlow.js: Client-side machine learning for real-time video processing
- Graph Neural Networks: Custom GNN implementation for alias resolution and relationship detection
- RAG System: Retrieval-Augmented Generation for contextual AI responses
- Intent Classification: Advanced NLP for understanding user queries
- Twilio: WhatsApp and SMS messaging integration
- Resend API: Reliable email delivery system
- Real-time WebSocket: Live updates and notifications
- Pandas & NumPy: Advanced data manipulation and analysis
- NetworkX: Graph theory algorithms for network analysis
- Plotly.js: Interactive charts and data visualizations
- Three.js: 3D graphics and WebGL rendering
- Chart.js: Real-time data visualization and analytics
- Vercel Blob Storage: Secure file storage and management
- Rate Limiting: API protection with exponential backoff
- Environment Variables: Secure API key management
- TypeScript: Type safety and development experience
- ESLint & Prettier: Code quality and formatting
- 🎥 Advanced Video Processing: Browser-based computer vision and real-time video analysis techniques
- 🌐 Real-time Data Handling: WebSocket connections and live data synchronization across multiple clients
- 🤖 AI Model Optimization: Fine-tuning detection algorithms, handling edge cases, and implementing retry mechanisms
- 📊 Complex State Management: Managing large datasets in React applications with performance optimization
- 🔗 Multi-Service Integration: Coordinating between multiple third-party APIs (Gemini, Pinecone, Twilio, Supabase)
- 🎯 User Experience Design: Creating intuitive interfaces for complex forensic analysis tools
- 🧠 Graph Theory & Neural Networks: Implementing advanced algorithms for relationship detection and alias resolution
- ⚡ Performance Optimization: WebGL rendering, memory management, and efficient data structures
- 🔒 Security Best Practices: Secure API key management, rate limiting, and data protection
- 📈 Vector Databases: Semantic search, embeddings, and RAG system implementation
- 🎨 3D Graphics Programming: Three.js, WebGL optimization, and interactive 3D visualizations
- End-to-end Encryption: Advanced encryption for all data transmission and storage
- GDPR & CCPA Compliance: Built-in privacy controls and data protection tools
- Advanced Access Control: Role-based permissions with multi-factor authentication
- Audit Trails: Comprehensive logging and monitoring of all system activities
- Zero-trust Architecture: Enhanced security model with continuous verification
- Real-time Video Analysis: Live monitoring with AI-powered threat detection
- Multi-camera Support: Simultaneous monitoring of multiple camera feeds
- Incident Detection: Automatic detection of crimes, suspicious activities, and emergencies
- Alert System: Instant notifications via WhatsApp, email, and SMS
- Video Library: Secure storage and retrieval of surveillance footage
- AI Assistant: Context-aware security guidance and recommendations
- GNN Alias Resolution: Graph Neural Network-powered alias detection with >95% accuracy
- Hidden Relationship Detection: Discover indirect connections between entities
- 3D Network Visualization: Interactive 3D graphs showing complex relationships
- Natural Language Queries: Ask questions about forensic data in plain English
- UFDR Data Processing: Comprehensive analysis of Universal Forensic Data Repository
- Community Detection: Identify communication clusters and groups
- Temporal Analysis: Time-based pattern recognition and correlation
- RAG System: Retrieval-Augmented Generation for contextual AI responses
- Vector Database: Pinecone-powered semantic search and similarity matching
- Multi-format Support: JSON, CSV, XML, and other forensic data formats
- Real-time Processing: Sub-30 second analysis for complex datasets
- High Performance: 60fps 3D visualization with thousands of nodes
- API Integration: RESTful APIs for third-party integrations
- Export Options: Multiple export formats including JSON, PDF, and CSV
- Law Enforcement: Digital forensics and criminal investigation
- Corporate Security: Employee monitoring and threat detection
- Healthcare Facilities: Patient safety and security monitoring
- Educational Institutions: Campus security and incident prevention
- Retail Security: Loss prevention and customer safety
- Financial Institutions: Fraud detection and security monitoring