Computer Vision Development
Cameras and images turned into decisions.
We build computer vision systems that detect, count, track and inspect from cameras, images and video. Our work includes a YOLOv8 retail loss-prevention monitor that runs on existing CCTV, a browser-based eye-tracking cursor for accessibility, and hand-gesture interfaces.
In short
Aiwalay provides computer vision development for businesses worldwide. Cameras and images turned into decisions. Services include object detection and tracking, cctv analytics, visual inspection and more, built with Python, PyTorch, YOLOv8. Every engagement starts with a free consultation, is scoped and priced in writing before work begins, and you own what we build.
What we offer
Object detection and tracking
People, vehicles, products and events detected and tracked in real time from live video.
CCTV analytics
Loss prevention, queue and occupancy monitoring, and incident alerts using the cameras you already have.
Visual inspection
Defect and quality checks on production lines and in photos from the field.
Document and OCR pipelines
Reading invoices, IDs, forms and receipts into structured data.
Gesture and gaze interfaces
Hands-free and accessible input using pose, hand and face tracking.
Edge and on-premise deployment
Models optimised to run on local hardware when video cannot leave the site.
Technologies we use
How we work
- Consultation: a free discussion of your goals and current systems.
- Proposal: scope, timeline and a fixed price before work begins.
- Build and test: regular demonstrations and testing on real scenarios.
- Launch and support: handover, training and optional ongoing support. You own the result.
Computer Vision: frequently asked questions
Can it work with our existing CCTV cameras?
Usually yes. Most IP cameras expose an RTSP stream we can process. We check camera placement and image quality during a short assessment before quoting.
Does video have to leave our premises?
No. Where privacy or bandwidth requires it, we deploy models on local hardware so video is processed on site and only events or summaries are shared.
How accurate will it be?
Accuracy depends on cameras, lighting and the task. We measure it on your own footage during a pilot and agree acceptance targets before full rollout.