Understanding Guanlan Technology and AcuSeek from Hikvision

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Guanlan Technology is Hikvision’s unified AI and big data platform, designed to bring together perception, intelligence, and decision-making across a wide range of Hikvision solutions. It serves as the foundational AI framework behind many of Hikvision’s intelligent products and applications.


One of the key capabilities enabled by Guanlan is AcuSeek, Hikvision’s intelligent search and investigation technology. AcuSeek allows users to quickly locate people, vehicles, or events across large volumes of video by using AI-based attributes rather than relying solely on time-based playback.


Key aspects of Guanlan Technology include:


  • Unified AI framework that supports multiple application scenarios, including security, traffic, retail, and industrial environments.
  • Advanced deep learning algorithms for video analytics such as object classification, behavior analysis, and event detection.
  • Cross-domain data fusion, combining video data with access control, alarms, and other IoT data to improve situational awareness.
  • Flexible and scalable architecture, supporting edge devices, on-premise servers, and centralized management platforms.

Within this framework, AcuSeek delivers practical investigative benefits:


  • Attribute-based search, allowing users to search for people or vehicles by characteristics such as clothing color, vehicle type, or movement direction.
  • Rapid evidence retrieval, significantly reducing the time required to locate relevant footage in large camera deployments.
  • Improved investigation efficiency, particularly in scenarios such as campus security, transport hubs, and urban surveillance.

In real-world deployments, the combination of Guanlan Technology and AcuSeek results in higher analytical accuracy, fewer false positives, and more efficient post-event investigation workflows. For integrators and end users, this means systems that are not only smarter, but also easier to operate and manage.


I’d be interested to hear from the community:


  • How are you currently using AcuSeek in your deployments?
  • Have you seen measurable time savings during investigations?
  • Any best practices or limitations worth sharing?

Looking forward to hearing your experiences and insights.
 
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