Kaar Smart Techs

We build machines that see and sort.

Computer vision, embedded software and cloud infrastructure, engineered as one system. From Delmenhorst, Germany.

A conveyor carries coloured bricks past a camera, and each brick is pushed into the bin that matches its colour. Vision Embedded Cloud

What we work on

  • Computer vision

    Cameras and OpenCV pipelines that identify, measure and count objects in real time.

  • Embedded systems

    Low-level C++ that drives sensors and actuators reliably on small hardware.

  • Cloud and DevOps

    Terraform, Docker, Kubernetes and AWS, delivered through automated pipelines.

  • Agentic tooling

    Model Context Protocol integrations that let AI assistants work with your systems.

Automated LEGO Sorting System

A machine that sees, classifies and sorts loose bricks, turning a mixed pile into an organised inventory.

Collectors, resellers and educators handle thousands of loose bricks. Sorting them by part and colour by hand takes hours and mistakes are common.

Read the case study
Status
In development
Built with
C++, OpenCV, Python, PostgreSQL, TypeScript, Docker, Terraform, AWS

More projects

  • Internal Computer Vision, Embedded Systems

    Embedded Vision Toolkit

    Reusable C++ modules for camera capture, segmentation and on-device inference.

    Built with C++, OpenCV, Embedded Linux, CMake

  • Internal Cloud & DevOps

    Cloud Platform Blueprint

    A production-ready AWS foundation with infrastructure as code, Kubernetes and automated delivery.

    Built with Terraform, AWS, Kubernetes, Docker, GitHub Actions

  • In development AI & Agentic Tooling

    MCP Inventory Connector

    Lets AI assistants check the sorted-brick inventory and start sort runs in plain language.

    Built with Model Context Protocol, Python, TypeScript, PostgreSQL

See all projects

Have a machine that needs to see?

Tell us what you want to detect, sort or automate.

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