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Computer Vision Development · UAE & Middle East

Teach machines to see

From factory lines to scanned documents, Wrexa builds computer vision that detects, classifies, reads and tracks — running in the cloud or on edge devices close to the camera.

remote-first — we work with teams across the UAE and the wider Middle East

SOUNDS FAMILIAR?
  • Manual inspection is slow, inconsistent and hard to scale
  • Paper forms and scanned documents still need manual data entry
  • Hours of video footage go unreviewed
  • Connectivity or latency rules out sending every frame to the cloud

What we build

Computer vision: what you get

FR.01

Object detection & classification

Custom models trained and validated on your images and conditions.

FR.02

Defect detection & visual inspection

Quality checks on production lines with dashboards and alerting.

FR.03

OCR & document processing

Extraction of text, tables and fields from forms, invoices and IDs.

FR.04

Video analytics

Counting, tracking, zone monitoring and event detection on live or recorded video.

FR.05

Edge deployment

Optimised models on edge hardware for low latency and offline operation.

Use cases

Where it pays off

Manufacturing
Surface defect detection, assembly verification and packaging checks.
Logistics
Label reading, parcel dimensioning and damage detection.
Retail
Shelf monitoring and footfall analytics.
Education
Exam proctoring with face detection, as in WrexaEdge.

How we build

From napkin sketch to production

  1. 01Discover

    Business problem, AI feasibility, architecture.

  2. 02Data

    Collection, cleaning, annotation, pipelines.

  3. 03Build

    Models, agents, retrieval and the application.

  4. 04Evaluate

    Accuracy, latency, cost and safety.

  5. 05Deploy

    AWS, Azure, GCP, private cloud or edge.

  6. 06Operate

    Monitoring, observability and optimisation.

Typical stack

PyTorchOpenCVYOLO-family detectorsVision-language modelsONNX / TensorRTAnnotation toolingEdge devices

FAQ

Computer vision questions

How much image data do we need?

It varies with the task. We often start with a few hundred labelled examples, use pre-trained models and augmentation, and expand the dataset as the system runs.

Can it run without internet?

Yes. We can deploy optimised models on edge devices that run on-site and sync results when a connection is available.

Can you work with our existing cameras?

Often, yes. We assess resolution, lighting and placement first and recommend changes only where they affect accuracy.

Related services

Serving clients across United Arab Emirates and Abu Dhabi and Sharjah and Saudi Arabia and Qatar and Oman and Bahrain and Kuwait and the United States and India.

your idea is the first frame —

Let's build your computer vision project.

Share the problem, your data and your timeline. We'll reply with a practical path from idea to production — wherever you are in the UAE or the wider Middle East.