Visual quality inspection
Detect scratches, cracks, misprints and missing parts on production lines in real time.
Singapore · UK · Worldwide
Computer Vision Development for global teams.
Object detection, visual inspection and video analytics trained on your images and deployed on cloud servers or edge devices.
Computer vision turns cameras and images into decisions: a defect caught on the line, a pallet counted at the dock, a safety rule checked on site. KenStack develops computer vision systems for manufacturers, logistics operators, retailers and construction firms in Singapore, the UK and other markets.
We start with a feasibility study on a sample of your images or video to show the accuracy that is realistic, then collect and label training data, train and evaluate models, and deploy them where they need to run. That may be a cloud API, an on-premise server or an edge device such as an NVIDIA Jetson next to the camera.
Vision systems that watch people carry privacy obligations under Singapore PDPA and UK GDPR. We design for clear purpose, minimal retention, blurring or anonymisation where possible and restricted access to footage, and document the approach so it can be reviewed before rollout.
What We Build
What we build with computer vision.
Typical projects we deliver, each scoped around a measurable business result.
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Counting & inventory
Count items, pallets and vehicles from cameras at docks, shelves and gates.
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Safety & PPE monitoring
Flag missing helmets, vests or entry into restricted zones on sites and in plants.
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Label & text reading
Read labels, serial numbers, meters and number plates from images and video.
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Segmentation & measurement
Measure areas, sizes and positions from images for construction, agriculture and healthcare.
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Edge AI deployment
Models optimised to run on-device for low latency and no reliance on internet connectivity.
How We Work
From discovery to production in four steps.
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01
Discovery
A free call and short audit to understand goals, users, data and constraints, ending in a clear scope and quote.
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02
Design & architecture
Wireframes, data model and technical plan reviewed with you before development starts.
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03
Build in sprints
Development in one to two week sprints with a working demo and your feedback each time.
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04
Launch & support
Testing, deployment, training and a warranty period, then optional monthly support.
FAQ
Computer Vision Development: common questions
How many images do we need to train a computer vision model?
It depends on the task and how varied your images are. Many inspection and detection projects start with a few hundred to a few thousand labelled examples. The feasibility study tells you how much data is needed before a full build.
Can the model run without sending video to the cloud?
Yes. We optimise models to run on edge devices or on-premise servers, so video can be processed on site and only results or alerts leave the premises.
How accurate will the system be?
We measure precision and recall on images the model has never seen and agree an acceptance threshold with you before deployment. Accuracy is then monitored in production and the model is retrained as conditions change.
Do you work with existing CCTV and industrial cameras?
Usually, yes. We connect to IP cameras over RTSP and to many industrial cameras, and advise on camera placement, resolution and lighting when better images would improve accuracy.
More AI Services
Often paired with this.
Machine Learning Development
Forecasting, classification and risk models trained on your business data, deployed behind an API and monitored as your data changes.
ExploreAI Document OCR & Data Extraction
Invoices, forms and scanned documents read by AI, checked against your rules and posted straight into your ERP, CRM or accounting system.
ExploreCustom AI Application Development
AI features built into the software your team already uses, scoped around one business metric and shipped to production.
ExploreReady to start with computer vision?
Tell us what you want to achieve. In a free 30-minute call, on Singapore or UK time, we will suggest the right approach, scope and timeline.