Server-side inference
A containerised service on a CPU or NVIDIA GPU server. Hosting is agreed per project.
Smart cameras & hardware
Camera options for every kind of inspection
VISION works with cameras attached to an inspector’s Android device, phone cameras and browser webcams — and our team helps you choose the right camera set-up for each site.
Camera sources
What VISION takes frames from
Source
Details
USB (UVC) camera on an Android device
A compact 1080p wide-angle USB camera module connected to the inspector’s Android device over USB-C.
Phone camera
The Android device’s own camera, for walk-arounds without extra hardware.
Browser webcam
Live inspection from a laptop or desktop browser at a gate, site office or workstation.
Recorded video and images
For simulations, training and demonstrations. Results are kept separate from live records.
Processing
Where the AI runs
Detection runs on the VISION inference service, a server-side component. Devices send frames; the server does the analysis and keeps the evidence.
Secure device pairing
Inspector devices pair by code or QR and can be revoked and wiped remotely.
Intermittent connectivity
The Android app queues evidence securely while offline and uploads it when the connection returns.
Deployment set-ups
Two ways VISION meets a site
Mobile inspection
- USB camera
- Android device in vest pouch
- Mobile data or Wi-Fi
- VISION server
An inspector walks the site; frames are analysed on the server and findings are reviewed by HSE and Head Office.
Site office or gate
- Webcam or USB camera
- Browser
- VISION server
A fixed viewpoint from a site office, gate or workstation, using a browser session.
Hardware safety
Rules we follow with field hardware
- Never drill, glue or otherwise modify a safety helmet. A helmet-mounted camera only uses an attachment approved by the helmet manufacturer; chest and vest mounts are also available.
- The standard camera kit is not rated for explosive atmospheres (ATEX / IECEx) and must not be used in classified hazardous areas.
- Cables are routed so they cannot snag; devices are carried in a secure pouch, not handheld while walking.
Using a specific camera?
Tell us the make and model and we will confirm how it fits your sites and connectivity.
Planning cameras for a project?
Book a hardware consultation. Bring your site layout, existing cameras and connectivity constraints.