Solution & Service
Vision·Image Detection
An AI solution that recognizes objects, behavior, and posture in CCTV and camera footage in real time, detecting risk signals such as violence, collapse, intrusion, and abnormal behavior in advance. By understanding the context of behavior — not just simple motion — it identifies risks before they escalate into incidents.

Vision·Image Detection is built on an AI model that analyzes video and image data simultaneously, handling object recognition, behavior analysis, and pose estimation within a single pipeline. It integrates with existing CCTV and camera infrastructure without additional installation, and can be deployed even at sites with strict security requirements such as air-gapped or isolated environments.
How It Works

Vision·Image Detection analyzes video collected from existing CCTV and camera infrastructure across four domains simultaneously — objects, behavior, posture, and hazardous objects. Rather than simple motion detection or single-object recognition, it enables abnormal-behavior detection based on complex behavioral patterns.
Tailored Services for Your Business Environment
Powered by vision-AI image analysis, we deliver anomaly-detection solutions optimized for a wide range of environments.
Uses Existing CCTV Infrastructure
- Works with IP, analog, fixed, and mobile cameras
- Uses existing infrastructure with no new installation
Complex Behavior-Pattern Detection
- Detects violence, collapse, self-harm, intrusion, and crowding at once
- Analyzes behavioral context and continuity, not just motion
Hazardous-Object Detection
- Auto-detects weapons, prohibited items, and unauthorized vehicles
- Detection targets can be pre-registered and managed
Air-gapped & Edge Support
- On-device inference on NPU edge devices
- Real-time operation in isolated, offline environments
ONE4U's Vision·Image Detection operates in partnership with Cleverus Inc., a vision-AI specialist, drawing on its video-analysis technology. It is an integrated video-AI solution applicable to any facility with existing CCTV and video infrastructure. Across environments that require 24/7 video monitoring — correctional facilities, medical institutions, and industrial sites — it lets you recognize and respond to risks before they escalate into incidents.
