AICCTVEdge

AI CCTV Analytics (Detection, Counting, Alerts)

Edge-first video analytics for people/vehicle detection and operational counting use-cases.

December 02, 2025

Overview

This project page is a structured case-study format. Replace placeholders with your real architecture, screenshots, and lessons learned.

Problem statement

  • What operational problem did this solve?
  • Why existing tools/processes were insufficient?

Architecture (high level)

  • Components
  • Data flow
  • Authentication/authorization approach
  • Audit trail approach

Key features

  • Feature 1
  • Feature 2
  • Feature 3

Controls & evidence (if applicable)

  • What is logged?
  • What approvals are required?
  • How do you prove completeness and accuracy?

Lessons learned

  • What you would do differently next time
  • What you would standardize as a template