🔴 Live Detection System
AI-Powered Surveillance
Backend Platform
A full-stack Flask-based surveillance engine delivering real-time weapon detection, persistent alerting, and live MJPEG streaming — built for enterprise security environments.
10+
Detection APIs
<50ms
Frame Latency
CPU/GPU
Execution
MJPEG
Live Streaming
24/7
Monitoring
🔧 Step-by-Step Detection Process
From server boot to alert dispatch — every stage engineered for reliability.
🚀 Key Features
Everything you need for production-grade intelligent surveillance.
🎯
Real-Time Object Detection
Multi-class weapon detection with persistent object tracking across consecutive frames.
🔔
Persistent Alert System
Snapshot storage with full metadata — timestamp, confidence, track ID, and video source.
⚡
Multi-Threaded Architecture
Non-blocking performance via background threading; API stays responsive under high load.
📡
Live MJPEG Streaming
Low-latency annotated video feed consumable by any browser or dashboard client.
⚙️
Runtime Configuration
Adjust confidence thresholds, model weights, and alert rules without system restart.
🧠
VLM Integration
Optional vision-language model generates human-readable descriptions of detected threats.
🔌
REST API Integration
Clean JSON API for detections, alerts, and stats — integrates with any frontend or SIEM tool.
📊
Analytics & Audit Logs
Persistent logging with a comprehensive stats endpoint for audit-ready alert history.
🔌 API Endpoint Reference
Simple REST endpoints for complete system control and monitoring.
🌍 Real-World Use Cases
Deployed across high-security environments worldwide.
🏙️ Smart City Surveillance
✈️ Airport & Railway Security
🏫 School & Campus Safety
🏦 Bank & Financial Monitoring
🏭 Industrial Site Safety
🎪 Public Event Security
📹 AI-Powered CCTV
⚡ Critical Infrastructure
✈️ Airport & Railway Security
🏫 School & Campus Safety
🏦 Bank & Financial Monitoring
🏭 Industrial Site Safety
🎪 Public Event Security
📹 AI-Powered CCTV
⚡ Critical Infrastructure
⚙️ Technical Benefits
Built for engineers who demand performance, modularity, and scale.
✓High-performance multi-threaded Flask backend
✓Modular detection pipeline — swap models without refactoring
✓Real-time processing with low-latency streaming output
✓Scalable API-based architecture for any frontend
✓CPU and GPU execution environments supported
✓Extensible for VLM and multimodal AI analysis
✓Persistent JSON logging with audit-ready alert history
✓CORS-enabled for seamless frontend dashboard integration
Ready to Deploy Intelligent Surveillance?
Start integrating the detection backend into your security infrastructure today.
AI Surveillance Backend Platform | Flask · OpenCV · MJPEG · REST API | © 2025
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