BoryAR Solution | Bory AR Recognition & Tracking Solution |
An AR implementation solution that uses camera-based AR recognition, object tracking, and spatial recognition technologies to accurately display digital information over real-world spaces
BoryAR Solution is an AR recognition and tracking solution that recognizes images, objects, people, spaces, locations, and movements in camera, AR glasses, mobile device, and web-based AR environments, and aligns and displays digital content over the real-world view.
An AR service requires more than simply displaying 3D content on a screen. In real-world environments, the system must accurately recognize what the camera is viewing, where the user is located, which object the user is looking at, where content should be anchored, and how that content should follow movement.
BoryAR Solution implements image recognition, object recognition, spatial recognition, camera pose estimation, object tracking, user movement analysis, AR content display, and digital twin integration according to the customer's environment.
It can be applied to industrial safety, AR glasses guidance, interactive exhibition content, education and training, remote support, equipment inspection, media walls, kiosks, hospital and public guidance, product experience content, and more.
[Inquire About Solution Deployment][Consultation on AR Recognition & Tracking Implementation][PoC Development Inquiry][Request a Proposal]

Customer Challenges
AR content loses practical value when it does not align accurately with the real-world space
The most important aspect of an AR service is ensuring that digital content naturally aligns with the real-world environment.
If content shakes, drifts out of position, or fails to follow the user as they move, confidence in the service declines.
BoryAR Solution uses camera-based spatial recognition and tracking technologies so that AR content can be displayed stably over real objects or spaces.
Recognition targets and spatial structures differ by site
Factories, exhibition halls, hospitals, stores, training facilities, public facilities, and laboratories all differ in spatial structure, lighting, camera placement, and recognition targets.
BoryAR Solution designs recognition targets, tracking methods, AR content positions, user interfaces, and server integration architectures to suit each customer site.
AR glasses and mobile AR are used in different ways
AR glasses are suitable for viewing information while keeping both hands free, while mobile AR is suitable for experiencing products or spaces through a smartphone camera.
BoryAR Solution implements AR recognition and tracking functions for the customer's device environment, including AR glasses, smartphones, tablets, web-based AR, kiosks, and media walls.
Existing video recognition technology must be connected with AR display technology
Recognizing an object and displaying AR content are two different technologies.
BoryAR Solution integrates with BoryVision, BoryTrack, and BoryXR Platform to connect video recognition results with AR content display, spatial coordinates, digital twins, and guidance screens.
Industrial and educational sites need real-time guidance
In equipment inspection, safety education, worker guidance, training content, and remote support environments, accurate guidance must be displayed over the object the user is viewing.
BoryAR Solution can be extended to recognize equipment, spaces, and work locations viewed by the user and display the required instructions, warnings, procedures, and 3D content at those locations.
Solution Overview
BoryAR Solution is an AR recognition and tracking implementation solution that connects the real world with digital content.
Key features include the following.
- Image-Based AR Recognition
- Marker-Based AR Recognition
- Markerless AR Recognition
- Object Recognition and Object Tracking
- Spatial Recognition and Plane Detection
- Camera Pose Estimation
- User Viewpoint Tracking
- AR Content Position Alignment
- 3D Object Display
- Display of Equipment, Product, and Spatial Guidance Content
- AR Glasses UI Integration
- Mobile AR App Integration
- Web AR Content Integration
- Digital Twin Monitoring Integration
- Industrial Safety AR Warning Integration
- External System API Integration
Key Features
1. Image-Based AR Recognition
BoryAR Solution can recognize specific images, posters, signs, product labels, equipment markings, QR codes, and marker images to display AR content.
In exhibition halls, trade shows, product promotions, educational content, and guidance systems, it can be used to display 3D models, explanatory videos, animations, and guidance text when a specified image is recognized.
2. Marker-Based AR Recognition
Marker-based AR aligns content positions reliably using designated markers or patterns as references.
It is suitable for environments where content must be displayed at predefined locations, such as equipment inspection, educational practice, industrial training, product explanations, and museum or exhibition guidance.
3. Markerless AR Recognition
AR content can be displayed based on spaces, planes, objects, and feature points recognized by the camera without a separate marker.
When a user points a smartphone or AR glasses at the surrounding environment, digital content can be placed on floors, walls, desks, or around equipment.
4. Object Recognition and Tracking
BoryAR Solution can recognize objects in camera video and track their position and movement.
It can recognize products, equipment, facilities, work tools, people, hands, body parts, exhibition objects, and more, and display explanations, warnings, guidance, and animations over them.
5. Spatial Recognition and Plane Detection
It can recognize floors, walls, tables, equipment layouts, hazardous zones, and guidance zones in the real world and place AR content within the space.
It can be used for exhibition guidance, industrial work instructions, education and training content, digital twin visualization, indoor navigation, and more.
6. Camera Pose Estimation
To align AR content with the real world, the camera's position and orientation must be estimated.
BoryAR Solution tracks the camera's viewing direction and movement so that AR content can be displayed according to the user's viewpoint.
7. AR Content Position Alignment
Based on recognized images, objects, and spatial coordinates, 2D instructions, 3D models, icons, warning messages, animations, and button UIs can be displayed at precise positions.
Content position, size, orientation, and display conditions can be adjusted to suit the purpose of the customer's service.
8. AR Glasses UI Integration
BoryAR Solution can be implemented to display work instructions, captions, warnings, equipment information, safety messages, and remote support guidance on AR glasses.
When integrated with BoryGlass Solution and BorySafe Guard Solution, it can be extended into hearing assistance, industrial safety, and worker guidance services.
9. Digital Twin Integration
AR spatial recognition results can be integrated with a digital twin system to connect the actual site with a virtual monitoring screen.
Events occurring on site can be displayed on the digital twin screen, or hazardous zones configured in the digital twin and AR warnings can be shown on field devices.
10. External System API Integration
BoryAR Solution can integrate via API with customer applications, web services, monitoring systems, education platforms, equipment management systems, and safety management systems.
AR recognition results, object positions, event information, content display status, and user interaction data can be sent to external systems, while data from external systems can be displayed as AR content.
Available Deployment Configurations
Basic Deployment Configuration
- Camera Input Module
- Image Recognition Module
- Marker Recognition Module
- Object Recognition Module
- Object Tracking Module
- Spatial Recognition Module
- AR Content Display Module
- Content Management Functions
- User Screen
- Administrator Screen
- API integration module
Extended Deployment Configuration
- AR glasses integration
- Mobile AR App Integration
- Web AR Content Integration
- 3D Model Display Function
- Equipment Guidance Content Management
- Industrial Safety Warning Content Management
- Digital Twin Monitoring Integration
- Indoor Location-Based AR Guidance
- Hand Gesture Recognition Integration
- Gaze Direction Analysis Integration
- Speech Recognition and Caption Integration
- Remote Support Function
- Multi-User AR Synchronization
- On-premises server deployment
- Cloud server deployment
- Integrate Customer System APIs
Application Scenarios
Industrial AR Work Guidance
When a worker views equipment through AR glasses or a tablet, work procedures, inspection items, precautions, and hazard warnings can be displayed on the screen.
When integrated with BorySafe Guard Solution, it can be extended to display hazardous-zone access, missing protective equipment, and risky situations around facilities as AR warnings.
Equipment Inspection and Remote Support
When equipment or machinery is recognized, its manual, inspection procedures, error codes, component locations, and replacement methods can be displayed in AR.
It can be extended into a remote support service in which a remote expert views the field screen, provides guidance, and communicates guidance points through AR indicators.
AR Content for Exhibition Halls and Promotional Venues
When a product or poster is recognized in an exhibition hall, trade show, promotional venue, or brand pop-up, 3D content, explanatory videos, animations, and interactive effects can be displayed.
When integrated with BoryMediaWall Solution, it can be extended into an experiential exhibition that combines visitor movement with AR content.
AR Content for Education and Training
At training centers, practice rooms, safety training facilities, and vocational institutions, learners can point a device at equipment or teaching aids to receive step-by-step explanations, practice guidance, precautions, quizzes, and feedback.
By presenting complex procedures visually, it can improve learning engagement and comprehension.
AR Glasses Hearing Assistance and Accessibility Service
When integrated with BoryGlass Solution, conversation captions, guidance text, surrounding information, and public guidance content can be displayed on AR glasses.
It can be extended into an accessibility service that helps people who are deaf or hard of hearing and older adults access information more easily.
AR Guidance for Hospitals and Public Institutions
In hospitals, public institutions, welfare facilities, and large facilities, the system can recognize signs, locations, service counters, examination rooms, and civil service desks to provide navigation or procedural guidance.
Complex facility-use procedures can be simplified through AR guidance screens.
Experiential AR Product Marketing
Product packages, catalogs, promotional materials, and store displays can be recognized to show product descriptions, usage instructions, 3D models, and promotional content.
It can be used as marketing content that allows customers to experience products directly.
Expected Benefits
Connecting Real-World Spaces with Digital Information
By displaying digital information over actual objects and spaces recognized by the camera, users can intuitively access the information they need.
Improved Efficiency in Work, Education, and Guidance
Instead of providing complex explanations only through text or manuals, visual guidance can be overlaid on the actual target to improve understanding.
Enhanced Industrial Safety and On-Site Responsiveness
Displaying hazardous zones, equipment, worker conditions, and safety procedures in AR enables workers to identify risk information immediately on site.
Greater Immersion in Exhibitions and Marketing
Connecting static exhibits or product promotional materials with AR content can increase visitor participation and experiential impact.
Upgrading Existing Systems
AR recognition and tracking functions can be added to existing applications, web services, monitoring systems, education platforms, and equipment management systems.
Scalability Across Bory Solutions
BoryAR Solution can connect with BoryGlass, BorySafe Guard, BoryMediaWall, BoryKiosk, BoryVision, BoryTrack, and BoryXR Platform, serving as a core technology for a wide range of AR and XR services.
Deployment Process
1. Requirements Review
We identify the customer's AR service goals, target users, devices, recognition targets, content types, and systems to be integrated.
2. Site and Device Environment Analysis
We analyze camera performance, lighting, spatial structure, networks, AR glasses models, mobile devices, and content display environments.
3. Recognition Target Definition
We define the recognition targets, such as images, markers, objects, spaces, equipment, people, hand gestures, and hazardous zones.
4. AR Content Architecture Design
We design the 2D instructions, 3D models, animations, warning messages, button UIs, video content, and interaction methods to be displayed.
5. PoC Implementation
AR recognition, tracking stability, content display, and user interaction are validated using selected recognition targets or a specific space.
6. Full Implementation
AR recognition modules, content management, user screens, administrator screens, servers, and API integration architecture are implemented for the customer's environment.
7. Operational Verification and Enhancement
Based on actual field usage data, recognition accuracy, tracking stability, content display positions, screen readability, and user feedback are improved.
What You Can Do with BoryAR Solution
- AR Recognition and Tracking System Implementation
- Image-Based AR Recognition
- Marker-Based AR Recognition
- Markerless AR Recognition
- Object Recognition and Object Tracking
- Spatial Recognition and Plane Detection
- Camera Pose Estimation
- AR Content Position Alignment
- AR Display of 3D Models
- AR Glasses Screen Integration
- Mobile AR App Development
- Web AR Content Development
- Industrial AR Work Guidance
- AR Safety Warning Integration
- AR Equipment Inspection Guidance
- AR Content Development for Exhibition Halls and Promotional Venues
- AR Content Development for Education and Training
- Digital Twin Monitoring Integration
- Remote Support AR Function Implementation
- External System API Integration
Implementation Inquiries
BoryAR Solution can be proposed as a PoC, mobile AR implementation, AR glasses integration, industrial AR guidance, exhibition AR content, education and training AR, or digital twin integration according to the customer's AR service goals, devices, recognition targets, content types, site environment, and existing system integration requirements.
- Inquiry About AR Recognition & Tracking Solution Implementation
- Inquiry About AR Glasses Content Development
- Inquiry About Mobile AR App Development
- Inquiry About Marker-Based AR Content Development
- Inquiry About Object Recognition AR Development
- Inquiry About Industrial AR Work Guidance Implementation
- Inquiry About AR Safety Warning Integration
- Inquiry About AR Content for Exhibition Halls and Promotional Venues
- Inquiry About AR Content Development for Education and Training
- Inquiry About Digital Twin AR Integration
- Request a PoC Proposal
Important Information
BoryAR Solution is an AR implementation solution that uses camera-based recognition and tracking to display digital content over real-world spaces.
This solution assists users with work, education, guidance, experiences, and monitoring, and does not guarantee perfect recognition of every space and object at all times or identical AR alignment performance in every environment.
AR recognition and tracking performance may vary depending on camera performance, lighting, object shape, surface texture, marker condition, spatial structure, user movement, network environment, and device performance.
If facial, body, location, gaze, or behavioral information is stored or analyzed, prior consultation is required regarding personal data protection, video information processing device operation standards, on-site notices, consent procedures, and internal security policies.
When applied to industrial safety guidance, AR warnings are supplemental information that supports worker judgment and the site's safety management system and must not be presented as replacing legally required safety equipment or the judgment of safety managers.
Before implementation, the intended use, recognition targets, AR devices, camera placement, content display method, data storage scope, personal data processing standards, and systems to be integrated must be reviewed in advance.
BORY.ai Key Services Overview
Bory Co., Ltd. develops products, solutions, platforms, and services for industrial, medical, public-sector, healthcare, and barrier-free applications based on AI technologies involving speech, language, video, sensors, and data.
Below are the main representative domains currently operated or being prepared by Bory Co., Ltd.
| Primary Domain | Service/Brand | Description |
| bory.ai | BORY.ai | The official AI brand website of Bory Co., Ltd., serving as the company’s main website for the integrated presentation of its products, solutions, platforms, and services |
| borysense.com | BORY SENSE | An AI-powered hearing assistance platform that supports communication for people with hearing disabilities and older adults through real-time captioning, lip-reading AI, and AR glasses integration |
| borytalk.com | BORY TALK | A web-based conversational AI chatbot service designed for civil service inquiries, consultations, information guidance, and customer support |
| borykiosk.com | BORY KIOSK | A barrier-free AI kiosk service for older adults and people with disabilities, featuring voice guidance, captioning, and easy-to-use interfaces |
| boryservice.com | BORY SERVICE | A service portal introducing Bory’s AI services and custom-built AI offerings for industrial, public-sector, and everyday applications |
| borysong.com | BORY SONG | A music AI service that supports AI-powered composition, music generation, and sound content production |
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