AI and automation
Computer vision development for inspection, OCR and monitoring
Turn cameras and scanned images into data. Detect defects on a production line, read number plates at a gate, count footfall in a store or extract text from handwritten forms.
What is computer vision?
Computer vision is a field of AI that enables software to interpret images and video. Typical applications are object detection, defect inspection, optical character recognition, face recognition for attendance, number plate reading, footfall counting and image classification.
What our computer vision development covers
Cameras and images that count, inspect, read and recognise automatically.
Defect inspection
Detect scratches, misprints and missing parts on production lines.
OCR and handwriting
Read printed and handwritten forms, IDs and bills in English and Indian languages.
Number plate recognition
Automated gate entry, parking and fleet logs.
Face attendance
Contactless attendance for schools, offices and factories with consent controls.
Footfall analytics
Count and heat map visitors in stores, malls and events.
Edge deployment
Models running on local devices for speed and privacy.
How we approach computer vision development
Vision projects succeed when the camera setup, lighting and edge hardware are planned with the model. We handle the whole chain, from camera placement to dashboards.
Where faces or personal data are involved, we design for consent, minimal retention and India's data protection law.
Every project starts with a short discovery call and ends with software you own: source code, data, cloud accounts and documentation are handed over in your name.
Modules and features
Built for
Technology we use
From first call to launch
The same five stages for every build, with a working demo at the end of each sprint so you see progress, not promises.
Discovery
We map your process, users and data, agree the first release and give you a fixed price for it.
Design
Clickable prototypes of the key screens, reviewed with the people who will use them every day.
Build in sprints
Two week sprints with a demo each time. You can change priorities between sprints.
Test and launch
Functional, security and load testing, data migration, training and a planned go live.
Support and grow
Monitoring, fixes and new features on a monthly plan, or a clean handover to your team.
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Learn moreQuestions about computer vision development
Can we use our existing CCTV cameras?
Often yes, if resolution, angle and lighting are adequate. We test a sample of your footage before recommending any new hardware.
Does vision AI work offline?
Yes. Models can run on edge devices on site and sync results when a connection is available.
How accurate is it?
Accuracy depends on conditions, so we measure it on your own images before launch and agree a target in advance.
Do you work only in Kolkata?
Our engineering team is based in New Town, Kolkata, and we work with clients across West Bengal, the rest of India and overseas. Most projects run remotely with weekly demos, and we meet in person when it helps.
Get a free scope for your computer vision development project
Share three details. A senior engineer from our Kolkata team will call you, understand the problem and send a written scope with timeline and cost. No obligation, no spam.
- A short call with an engineer, not a salesperson
- A written scope: modules, technology, timeline and fixed cost for phase one
- Honest advice, including when an existing product fits better than custom code