BoryVision Solution

BoryVision Solution | Bory Video and Image AI Analysis Solution |

A video and image analysis solution that uses AI to analyze camera, CCTV, and image data and recognize objects, behaviors, conditions, and anomalies

 

BoryVision Solution is a video and image AI analysis solution that analyzes camera footage, CCTV video, image data, on-site captured data, inspection images, and user-captured images with AI, and builds capabilities such as object recognition, image classification, behavior analysis, anomaly detection, segmentation, tracking, OCR, dashboards, and API integration.

 

Companies and institutions collect videos and images across various sites, but manually reviewing every video or classifying images requires considerable time and cost. In industrial sites, hospitals, stores, research facilities, laboratories, and public facilities, there are also many cases where objects, behaviors, and changes in conditions within footage must be identified quickly.

 

BoryVision Solution connects with the customer's cameras, existing CCTV systems, imaging equipment, web and app services, servers, dashboards, and business systems to convert video and image data into actionable analytical information.

 

It can be applied across a wide range of fields, including industrial safety, hospital patient monitoring, unmanned-store customer analysis, media-wall interaction, specimen image assessment, kiosk user recognition, accessibility services, quality inspection, and facility monitoring.

 

[Inquire About Solution Deployment]

[Consultation on Building Video AI Analysis]

[PoC Development Inquiry]

[Request a Proposal]

Customer Challenges

 

There is abundant video and image data, but analysis still depends on manual work

CCTV footage, camera video, inspection images, and user-captured images are continuously generated at operational sites.

However, manually reviewing footage or classifying images takes considerable time, and judgment criteria may vary by staff member.

BoryVision Solution uses AI to analyze videos and images, reducing repetitive manual review and automatically extracting required events and analysis results.

 

Existing CCTV systems remain focused on recording and retrospective review

CCTV is installed at many sites, but it is generally used to review footage after an incident has occurred.

BoryVision Solution can enhance existing CCTV or RTSP camera environments by connecting them to an AI analysis system that automatically detects objects, people, behaviors, hazardous situations, and anomalies.

 

It is difficult to apply consistent image assessment criteria

In tasks that require condition assessment, such as specimen images, product images, quality-inspection images, and field-captured images, judgments may differ depending on the staff member's experience.

BoryVision Solution implements image analysis criteria through models and algorithms to improve consistency and provides results that staff can review.

 

It is difficult to connect video analysis results to business systems

Even with a video AI model, actual business deployment requires data storage, event management, notifications, dashboards, API integration, and reporting functions.

BoryVision Solution builds not only AI analysis modules but also the full analytical architecture connected to the customer's business systems.

 

Analysis targets and camera environments differ by site

Factories, hospitals, stores, laboratories, exhibition halls, and research labs all differ in camera position, lighting, object size, movement, video quality, and analysis objectives.

BoryVision Solution is configured for each customer site by adjusting analysis targets, data structures, AI models, dashboards, and notification criteria.

 

Solution Overview

BoryVision Solution is a deployable AI analysis solution that collects, analyzes, stores, and visualizes video and image data and integrates it with customer business systems.

 

Key features include the following.

• Image Classification
• Object Recognition
• Object Detection
• Person Recognition
• Face Region Detection
• Posture and Pose Analysis
• Behavior Analysis
• Abnormal Situation Detection
• Object Tracking
• Segmentation
• OCR and Text Recognition
• Quality Inspection Image Analysis
• Multi-Camera Video Analysis
• Edge AI Analysis
• Server-Based Video Analysis
• Administrator Dashboard Development
• Event Notification Integration
• External System API Integration

 

Key Features

 

1. Object Recognition and Detection

BoryVision Solution can be configured to recognize customer-specified objects in video or images, including people, vehicles, equipment, products, items, hazardous materials, signs, and work tools.

It can be applied according to site objectives—for example, recognizing workers and equipment in industrial sites, customers and product zones in stores, and patients and bedside conditions in hospitals.

 

2. Image Classification

Image data can be automatically classified according to defined criteria.

Classification models can be built around customer business criteria such as normal/abnormal, acceptable/unacceptable, good/caution/danger, product type, specimen condition, and quality grade.

 

3. Behavior and Condition Analysis

The movements of people or objects in video can be analyzed to determine behaviors and conditions.

The solution can be extended to analyze hazardous worker behavior, changes in patient posture, customer approach/stopping/departure, in-store dwell time, user movements, and abnormal situations around equipment.

 

4. Pose and Skeleton Analysis

By analyzing major joint locations and posture information, movement, posture, and behavior patterns can be identified.

It can be used for industrial safety, patient monitoring, rehabilitation, exercise analysis, education, interactive content, and AR services.

 

5. Object Tracking

The movement flow of objects or people in video can be tracked.

It can be used to analyze customer paths in unmanned stores, worker movement, access to hazardous zones, approaches to specific equipment, visitor movement, and dwell-flow patterns in exhibition spaces.

 

6. Region Segmentation

Specific regions in images or video can be separated and analyzed.

Regions can be separated and assessed according to the analysis target, including specimen areas, product areas, person areas, background areas, hazardous zones, bed areas, liquid layers, and defect regions.

 

7. OCR and Text Recognition

Text, labels, barcodes, numbers, signs, and notices in images or video can be recognized.

It can be used for specimen label verification, equipment number recognition, document image processing, product label analysis, field marker recognition, and integration with inspection data.

 

8. Anomaly Detection

Video or image conditions that differ from normal patterns can be detected as anomaly events.

Quality defects, hazardous behavior, abnormal movement, missing objects, intrusion, prolonged inactivity, boundary deviation, zone violations, and changes in color or shape can be detected according to customer-defined criteria.

 

9. Edge AI and Server Analysis Architecture

Depending on the customer environment, the solution can perform first-stage analysis on edge equipment near the cameras or centralized analysis on a central server.

Edge, server-based, or hybrid architectures can be proposed according to the site network, data security, latency, video storage policy, and number of cameras.

 

10. Dashboard and API Integration

AI analysis results can be connected to administrator dashboards, notification systems, reports, and customer business systems.

Customers can review results on screen or connect them to existing systems through APIs for use within established workflows.

 

Available Deployment Configurations

Basic Deployment Configuration

• Video and Image Input Module
• Camera or CCTV Integration Module
• Image Preprocessing Module
• Object Recognition Module
• Image Classification Module
• Event Generation Module
• Analysis Result Storage Module
• Administrator dashboard
• Result Viewer
• API Integration Module

 

Extended Deployment Configuration

• RTSP Camera Integration
• Multi-Camera Analysis
• Edge AI Device Integration
• RDK X5 Board or Industrial PC Integration
• Object Tracking Function
• Pose and Skeleton Analysis
• Face Region and Gaze Direction Analysis
• OCR and Barcode Recognition
• Region Segmentation
• Anomaly Detection
• Alert and Warning System Integration
• Automated Report Generation
• Video Clip Storage
• Event Statistics Dashboard
• Integrate Customer System APIs
• On-premises server deployment
• Cloud server deployment

 

Application Scenarios

 

Industrial Safety Video Analysis

Workers, protective equipment, hazardous zones, and conditions around machinery can be analyzed in factories, logistics centers, and smart factories.

When connected with BorySafe Guard Solution, it can be extended to PPE detection, hazardous-zone access detection, abnormal worker behavior analysis, and digital-twin monitoring.

 

Hospital Patient Monitoring

It can be used in hospital rooms and care facilities to analyze patient location, posture, activity level, the likelihood of leaving the bed, fall risk, and pressure-ulcer risk.

When connected with BoryMed Solution, it can be built as an AI patient-safety monitoring system at the bed level.

 

Unmanned-Store Customer Behavior Analysis

Customer approach, movement, dwell time, and departure flows can be analyzed in unmanned stores, smart shops, pop-up stores, and showrooms.

When connected with BoryStoreTrack Solution, it can be extended to customer path analysis, areas of interest, waiting and abandonment in front of kiosks, and advertising-response analysis.

 

Specimen and Quality Image Assessment

It can be used as an image-based assessment system in clinical laboratories, research labs, and manufacturing quality-inspection sites.

When connected with BoryLabQC Solution, it can be extended to specimen image-based nonconformity assessment, label and barcode verification, and quality-management dashboard development.

 

Interactive Media Wall

Experiential content can be built in which on-screen graphics respond in real time by recognizing visitor faces, positions, and movements.

When connected with BoryMediaWall Solution, it can be used for interactive content in exhibitions, events, brand pop-ups, and promotional halls.

 

Kiosk User Recognition

Customer approach, stopping, departure, gaze direction, and screen-use status in front of a kiosk can be analyzed.

When connected with BoryKiosk Solution, it can be extended to kiosk usability improvement, order-abandonment analysis, and accessibility UI assistance.

 

Public and Facility Monitoring

It can be used as a monitoring system that analyzes people, vehicles, objects, and abnormal situations in public facilities, parking lots, entrances, information desks, and facility-management sites.

Monitoring efficiency can be improved by integrating with existing CCTV systems.

 

Expected Benefits

 

Automation of Video Review Tasks

AI performs first-stage analysis of videos and images that previously required manual review, reducing repetitive work.

 

Use of Existing Camera Assets

AI analysis capabilities can be added to existing CCTV systems or cameras, reducing the burden of purchasing new equipment.

 

Early Detection of On-Site Events

Hazardous situations, abnormal behavior, nonconforming images, customer departures, and abnormal conditions around equipment can be detected quickly and linked to notifications.

 

Consistent Business Criteria

Image assessment, quality inspection, behavior analysis, and event classification criteria can be systematized through AI models and dashboards to reduce variation among staff members.

 

Data-Driven Operational Improvement

By storing and analyzing results statistically, they can be used for site operations, safety management, quality management, store management, and service improvement.

 

Expandable to Various Industries

Video and image analysis technology can be applied across many fields, including industrial safety, healthcare, retail, education, public services, laboratories, exhibitions, and accessibility services.

 

Deployment Process

 

1. Requirements Review

The customer's analysis objectives, types of video and image data, camera configuration, target objects, assessment criteria, and connected systems are reviewed.

 

2. Data and Site Environment Analysis

Video quality, image resolution, lighting, camera position, shooting angle, object size, occlusion, and data volume are analyzed.

 

3. Define Analysis Items

Required analysis items are defined, including object recognition, image classification, behavior analysis, tracking, OCR, and anomaly detection.

 

4. Build a PoC

Using selected video or image data, the feasibility of AI analysis, assessment criteria, dashboard display, and API integration is validated.

 

5. Build the Model and System

AI analysis models, data-processing architecture, servers, edge devices, dashboards, and notification functions are built according to customer data and business criteria.

 

6. System Integration

The solution is integrated with existing CCTV, VMS, business systems, inspection systems, apps, web services, and monitoring dashboards.

 

7. Operational Verification and Enhancement

Based on actual operational data, analysis accuracy, event criteria, screen configuration, notification criteria, and report formats are improved.

 

What BoryVision Solution Can Deliver

 

• Video and Image AI Analysis System Development
• Object Recognition and Detection
• Image Classification
• Object Tracking
• Behavior Analysis
• Pose and Skeleton Analysis
• Face Region and Gaze Direction Analysis
• OCR and Text Recognition
• Barcode and Label Recognition
• Region Segmentation
• Anomaly Detection
• AI Analysis Integration with Existing CCTV
• RTSP Camera Integration
• Edge AI Analysis System Development
• Server-Based Video Analysis System Development
• Administrator Dashboard Development
• Event Notification System Integration
• Video Analysis API Development
• Quality-Inspection Image Assessment System Development
• Integration with Industrial Safety, Hospital, Unmanned-Store, Laboratory, and Public Monitoring Systems

 

Implementation Inquiry

BoryVision Solution can be proposed as a PoC, single-function implementation, multi-camera analysis, edge AI deployment, server analysis, or API integration, depending on the customer's video and image data, camera environment, analysis objectives, and business-system integration requirements.

• Inquiry About Introducing a Video and Image AI Analysis Solution
• Inquiry About Building a CCTV AI Analysis System
• Inquiry About Object Recognition and Tracking Development
• Inquiry About Image Classification and Quality-Inspection AI
• Inquiry About OCR, Label, and Barcode Recognition
• Inquiry About Behavior and Pose Analysis
• Inquiry About Building Edge AI Video Analysis
• Inquiry About Integration with an Existing Monitoring System
• Inquiry About Video Analysis API Development
• Request a PoC Proposal

 

Important Information

 

BoryVision Solution is an AI-based analysis solution that analyzes video and image data to recognize objects, behaviors, conditions, and events.

This solution is an analytical system that supports customer operations and does not guarantee perfect recognition of every video or image situation or automatic detection of every anomaly.

 

Analysis results may vary depending on video quality, image resolution, lighting, camera position, shooting angle, object occlusion, data volume, training conditions, and the site environment.

When personal video information such as faces, bodies, behavior, location, or movement paths is stored or analyzed, prior consultation is required regarding privacy protection, video-surveillance system operating standards, on-site notices, consent procedures, and internal security policies.

 

By default, face analysis is designed for non-identifying purposes such as analyzing face regions, position, direction, and screen response rather than identifying individuals. If personal identification is required, separate legal and security review is necessary.

 

Before deployment, the analysis objectives, data-collection methods, camera positions, storage scope, personal-information processing criteria, connected systems, and operating standards 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