AtomVision Blog: Practical Guides for Security

Articles about edge Video AI and the AI Edge Analytic Box, written for people who manage security at businesses, not IT specialists.

What You'll Find

  • Setup Guides: How to connect existing ONVIF cameras to the edge box. Covers common brands like Hikvision, Dahua, and Axis.
  • Applications: Construction safety, mall people counting, traffic monitoring, and facial recognition.
  • Remote Sites: Analytics keep running on the edge box when the site WAN drops.
  • AI Features: Plain-language explanations of what Video AI actually does (and doesn't do).

Categories

  • Industry Insights: Trends and considerations for security managers
  • Technical Guides: Step-by-step instructions
  • Use Cases: How others have approached similar challenges
  • Case Studies: Detailed looks at specific deployments

Edge Video AI Insights

Technical guides, application notes, and product updates for the AI Edge Analytic Box

Latest Articles

Guides article cover
Guides
1 min read

ONVIF Setup Checklist for the AI Edge Analytic Box

Enable ONVIF on the camera or NVR, place the edge box on the same LAN, and verify discovery. Honest caveats for brands that ship with ONVIF off by default.

AT AtomVision Team Sep 23, 2026
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Applications
1 min read

Construction PPE Detection on Cameras You Already Own

Run hard-hat, vest, and restricted-zone checks on existing ONVIF cameras with the AI Edge Analytic Box. Standard covers up to 4 AI streams; Professional up to 16.

AT AtomVision Team Sep 22, 2026
Guides article cover
Guides
1 min read

Edge Video AI vs Cloud-Only and NVR Analytics

Edge Video AI runs inference on the AI Edge Analytic Box so alerts do not wait on a cloud round-trip. Compare that to cloud-only platforms and traditional NVR analytics.

AT AtomVision Team Sep 21, 2026
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Product
1 min read

Choosing Standard vs Professional: AI Stream Capacity

Standard (RK3568, up to 4 AI streams, $299) fits pilots and small sites. Professional (RK3588, up to 16 streams, $799) fits denser multi-model workloads. Here is how to size the tier.

AT AtomVision Team Sep 20, 2026
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AI CCTV
8 min read

Why a Fully Integrated Perimeter Intrusion Detection System Is the Future of Security

In an era of increasingly sophisticated threats, reactive security measures are no longer sufficient. This article explores how fully integrated Perimeter Intrusion Detection Systems (PIDS) combining AI, IoT, and multi-sensor technology are revolutionizing perimeter protection by offering predictive, scalable, and low nuisance-alarm security solutions.

AT AtomVision Team Jun 30, 2026

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