The cameras you already have
become industrial AI vision, as is
With no dedicated AI camera or costly edge box, connect your existing standard IP cameras directly to detect people, vehicles, protective-equipment use, and fire in real time. Implement industrial AI vision at a reasonable cost by combining a dedicated PC program with EGNOX Cloud.
View up to 8 sites on a single screen,
in real time
Display feeds from multiple cameras at once on the PC screen, and review the AI analysis results together on the same screen.
EGNOX Vision Agent — detecting person, helmet, and vest in real time from actual construction-site footage, connected to the cloud via MQTT. This is a live screen in operation.
on a single PC
IP cameras as is
with no dedicated AI hardware
(PPE, fire, quality)
These situations prompt
teams to consider adoption
You have CCTV, but it only records
The cameras are installed, but they are only used to look back at footage when something goes wrong. It is a setup where you only check after an incident occurs.
People manually check protective-equipment use
People patrol or watch monitors to visually verify whether helmets and safety vests are worn. The larger the site, the more areas get missed.
You learn about fires and incidents too late
Even when a fire or hazardous situation occurs, you only find out through the reporting chain. Early-response time grows accordingly.
Dedicated hardware costs are a burden
Adopting AI vision means paying for dedicated AI cameras or costly edge boxes. Getting started itself is daunting.
Use the cameras you already have,
and keep costs down
EGNOX Vision is an industrial AI vision solution that links a dedicated PC desktop program with EGNOX Cloud (EGNOX Platform).
EGNOX Platform — review and monitor detection results, snapshots, and data sent from the PC on the cloud dashboard. This is a real screen.
From camera to cloud,
it works in four steps
Connect the camera
Connect your existing IP cameras to the PC program (Qt) via RTSP. Monitor up to 8 cameras at the same time.
Real-time AI analysis on the PC
The PC displays live video while YOLO-based AI detects objects. Recording, digital zoom, and image processing are also supported.
Cloud integration
Send detection metric data, snapshot images, alarm events (fire, PPE violations), and agent status to EGNOX Platform via MQTT.
Dashboard, alarms, analysis
From the cloud, it carries through to dashboard review, alarm reception, data analysis, and video/event archiving.
What it detects
Automatically detect protective equipment, fire, and people, and expand detection items by swapping the AI model.
People & vehicle detection
Used for access and headcount monitoring and for verifying entry into hazardous zones.
Automatic check of protective-equipment (PPE) use
Alerts immediately when helmets, safety vests, safety shoes, and the like are not worn.
Early fire & smoke detection
Quickly recognizes fire and smoke to rapidly grasp conditions before and after an incident.
Quality & custom detection
Simply swapping the AI model extends to new detection items such as quality inspection.
Start with AI vision
without buying new hardware
Where and how
it is used on the floor
These are example use scenarios you can configure at deployment. The actual configuration may vary depending on site conditions.
Real-time detection and alerts for missing protective equipment
Detects workers without helmets or safety vests in real time and immediately alerts the responsible staff.
Rapid fire and smoke recognition for early response
Quickly recognizes fire and smoke to support early response.
Check access status through people and vehicle detection
Detects people and vehicles to check access and headcount status.
Detect quality anomalies and defects via model swap
Extend to quality-anomaly and defect detection by swapping the AI model.
Tech specs
| Camera | Compatible with standard, low-cost IP cameras (RTSP); no dedicated AI camera required; up to 8 cameras monitored simultaneously |
|---|---|
| PC program | Qt-based desktop program — live video display, recording, digital zoom, and image processing |
| AI detection | YOLO-based object detection; expand detection items by swapping the model |
| Cloud integration | Sent to EGNOX Platform via MQTT (detection metric data, snapshots, alarm events, agent status) |
|---|---|
| Cloud features | Dashboard, alarms, data analysis, archiving |
| Detailed policy | Retention periods, data-transmission intervals, and similar terms are agreed based on plan and requirements |
On a PC, or on edge computing
Start floor safety monitoring lightly with PC + cloud, and when on-device real-time processing is needed for cases like line integration or precision inspection, run it on NVIDIA Jetson edge computing.
Jetson Orin Nano
Real-time object detection on a compact, low-power edge device. Suited to a single line or a small-scale site.
Jetson AGX Orin
A standard edge platform that runs real-time on-device inference on multi-camera, high-resolution video.
Jetson AGX Thor
A high-performance platform that handles even large, demanding vision models at the edge.
* The edge-computing model is selected to fit site requirements such as camera count, resolution, and detection items.
EGNOX Vision PCB
precision quality-inspection solution
Combines an industrial global shutter machine-vision camera with vision AI to automatically detect PCB defects in real time, without stopping the line.
SMT Edge AI Inspector — inspects PCB components and placement status in real time on NVIDIA Jetson edge computing. This is a real screen.
PCB defects in real time,
without stopping the line
When a standard camera (rolling shutter) captures a fast-moving subject, the frame is recorded line by line with a time offset, so the image warps or smears. A global shutter records the entire frame at once, so you get a sharp, motion-blur-free image even while the line is moving.
PCB quality-analysis dashboard — aggregates first pass yield (FPY), DPPM, defect-type Pareto, per-component (RefDes) NG frequency, and LOT progress on one screen. This is a real screen (displayed figures are example data).
Key features
Precision capture with a global shutter
Captures precisely based on an industrial global shutter machine-vision camera.
Motion-blur-free images
Secures sharp, motion-blur-free images even in high-speed-motion, precision-inspection environments.
Automatic AI defect detection and judgment
Vision AI analyzes the image to automatically detect and judge whether the PCB is defective.
Judgment-evidence image logging
Standardizes inspection criteria by retaining the evidence image for each judgment.
Expandable detection items
Address new defect types and product families by swapping the AI model.
EGNOX Platform integration
Centrally manage judgment data, snapshots, and events in the cloud.
On which floors
Tech specs
| Camera | Industrial global shutter machine-vision camera |
|---|---|
| Detection method | AI-vision-based automatic defect detection and judgment |
| Development status | Development complete |
| Integration | EGNOX Platform (cloud) — transmits judgment data, snapshots, and events |
| Detection items & performance | Detectable defect types, precision, and processing speed (tact-time) vary by inspection target and line conditions, so they are agreed based on requirements |
How the two solutions differ
Same vision AI engine, different cameras. Both solutions share EGNOX Platform integration but use the camera suited to the purpose.
| EGNOX Vision | EGNOX Vision PCB | |
|---|---|---|
| Camera | Reuse your existing standard IP cameras (RTSP) | Industrial global shutter machine-vision camera |
| Purpose | Real-time monitoring of floor safety, headcount, and fire | PCB precision quality inspection and defect detection |
| Strengths | Cost-efficient adoption by reusing existing hardware | Detects fine defects with sharp, motion-blur-free images |
| In common | Vision AI analysis + EGNOX Platform (dashboard, alarms, data) integration | |
Use EGNOX Vision for floor safety and headcount monitoring, and EGNOX Vision PCB for precision quality inspection that picks out even fine defects. Start with one product and expand as far as you need.
Products worth reviewing together
EGNOX Cloud
A cloud platform for viewing multi-site data in one place and operating with AI. Centrally monitors Vision detection events.
Custom Embedded Development
Custom embedded development designed to purpose, from circuit to AI. We build it together when you need edge vision or a dedicated board.
Get started right now,
with the cameras you have
You can start industrial AI vision at a reasonable cost with your existing IP cameras and a single PC. For a PCB inspection line, we review a detection setup matched to your line conditions together.