Centralized Surveillance Operations
A commercial surveillance platform for bringing camera feeds, monitoring workflows, and operational visibility into a centralized environment.
Project Overview
KoderTroop engineered a video management platform that helps security and operations teams connect RTSP/ONVIF camera streams, review event timelines, and manage access controls.
The Challenge
Security operations struggled with fragmented camera views, inconsistent user permission structures, and slow video retrieval across multi-site properties.
Engineering Execution
We built a multi-stream VMS application with role-based access, event logging, timeline search, and camera status monitoring.
Operational Outcomes
The platform centralized video oversight, simplified investigation workflows, and established a scalable foundation for future video analytics modules.
Key System Capabilities & Architecture
Multi-Stream RTSP/ONVIF Ingestion
Low-latency video decoding and recording pipeline supporting enterprise camera networks.
Edge Object & Breach Detection
YOLOv8 vision AI models detecting perimeter breaches and unauthorized access.
Privacy Face & Plate Anonymization
Automated local video obfuscation ensuring compliance with video privacy regulations.
Delivery Metadata
“Our security squad can now search hours of video footage in seconds and receive automated perimeter alerts.”
Chief Security Officer
Physical Security Leadership, Commercial Security Group
Technologies & Delivery Models
Tech Stack
Engineered with enterprise-grade frameworks, platforms & operational standards.
Relevant Work & Case Studies
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