IREX Enhances Video Quality and Tampering Detection with New AI Architecture

IREX Enhances Video Quality and Tampering Detection with New AI Architecture

IREX has introduced a new neural network architecture, trained on a proprietary dataset, to advance video stream quality monitoring and tampering detection for CCTV systems. The upgraded AI model is capable of identifying both full and partial camera occlusion—whether caused by human interference or drones—while intelligently ignoring natural, non-threatening environmental changes such as lighting shifts or snowfall.

The enhanced AI-powered detector can now accurately distinguish between a wide range of camera conditions, including:

  • Field of view obstructed
  • Dirty lens
  • Lens out of focus
  • Overexposed (too bright) image
  • Underexposed (too dark) image
  • Signal loss
  • Bitrate too high
  • Frame rate too low

These improvements empower IREX to automatically monitor the health and reliability of thousands of surveillance cameras deployed across urban environments. If video quality deteriorates, the system immediately notifies the Network Operations Center (NOC) to initiate timely inspection and maintenance, ensuring cameras remain mission-ready to detect and respond to real-time threats.

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Speak with an IREX public-safety specialist about your camera environment, deployment and compliance requirements.

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Tell us roughly how many cameras you operate, where the data has to stay and the three or four things you most need to detect. We will scope a walkthrough on your own footage.

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Common Questions

Does IREX work with our existing cameras?

Yes. Reusing your current cameras is the standard deployment model. IREX adds AI across the cameras you already operate, from a single site to an entire city or country, with no rip-and-replace program.

Do we keep ownership of our data?

Yes. Customers retain 100% ownership and control of their data; IREX neither owns nor accesses customer video, events, logs, or floor plans.