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AcuSeek NVRs for AI Video Search

In security operations, quick reactions can save the day. While cameras have advanced quickly in real-time alerting, video retrieval has lagged behind. Security staff still rely heavily on manual, frame-by-frame review—a time-consuming process that can delay critical responses.

This is where AcuSeek NVRs step in to change the game.

From hours to seconds: The video retrieval transformation

In high-traffic environments such as malls or train stations, locating a lost suitcase or backpack could take hours of tedious video review. AcuSeek NVRs, powered by Hikvision's advanced Guanlan Large-Scale AI Models, fundamentally transform this experience. Security officers can now simply input natural language commands like:

 

  • “Person wearing red clothes”
  • “White van”
  • “Person dragging a suitcase while smoking”

—and they’ll receive precise video results in just a few seconds.

Intelligent mechanism, precise results

What sets AcuSeek apart? It's intelligent video analysis integration! Built on the Guanlan Large Multimodal Model, AcuSeek NVRs create connections between text descriptions and visual content. This enables natural language searches across extensive video archives.


How it works:
 

  1. Real-Time Modeling: As cameras capture video, the system performs text-image modeling on elements in the video, storing searchable data profiles for each element.
  2. Smart Query Conversion: When a user enters a text query—say, “black Mercedes”—the system converts that text into image feature vectors.
  3. Precision Matching: The system matches the image feature vectors against the database, returning only the most relevant video frames.

The result? Significantly faster, more accurate searches with greater flexibility, revolutionizing video evidence management.

Product lineup to fit various needs

To meet diverse deployment needs, Hikvision is releasing a full range of AcuSeek solutions:
 

▶ I/VPro Series NVR – Entry-Level Intelligence

  • Delivers up to 64-ch AcuSeek and AcuSearch, paired with AcuSense network cameras
     

▶ DeepinMind Pro NVR – Advanced Intelligence

  • Delivers up to 64-ch AcuSeek and AcuSearch, paired with AcuSense network cameras
  • Delivers up to 32-ch AcuSeek and AcuSearch, paired with non-AI cameras
  • Supports Open-Vocabulary Object Detection (OVD) to identify and search for any object described in natural language. This capability extends beyond pre-programmed categories, allowing searches for virtually everything.

 

▶ Fusion Server Ultra – The Professional’s Choice

  • Delivers up to 256-ch AcuSeek and AcuSearch, paired with AcuSense network cameras or non-AI cameras
  • Supports deploying a cluster of 5 servers
  • Supports OVD and structured modeling for faces, persons, and vehicles.

Evolving with AI: What’s next

Future updates to AcuSeek NVRs will bring:
 

  • Refined multimodal AI video search
  • Scene cognition capabilities
  • Connectivity to expanded IoT device types
  • And more

Whether deployed on-site or in centralized command centers, AcuSeek NVRs represent the next evolution in video security—transforming passive recording systems into intelligent, highly responsive back-end solutions.

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