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  • Netrix S.A. Research and Development Center
  • Lublin

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michalmaj/README.md

Michał Maj

Python/C++ Computer Vision Engineer building production-grade vision systems for edge and real-time applications.

I design and deploy computer vision systems - from image acquisition and algorithm development to evaluation, optimization, and integration with real hardware.

What I work on

  • Production-grade computer vision systems in modern C++ and Python
  • Real-time and edge vision on embedded platforms
  • Image acquisition, processing, inspection, and model evaluation
  • Performance, reliability, and integration with real hardware

Featured project

A modern C++23 computer vision toolkit built on OpenCV, focused on compile-time safety, composable processing pipelines, and real-time ML workflows.

  • Type-safe image formats that catch mismatches at compile time
  • Readable, composable image-processing pipelines
  • Tools for preprocessing, camera I/O, inference, tracking, and visualization
  • Tested, documented, and designed with minimal wrapper overhead

Pinned Loading

  1. improc improc Public

    C++23 computer vision toolkit built on OpenCV for type-safe preprocessing, composable pipelines, and ML-ready real-time inference.

    C++

  2. improcv improcv Public

    Modern, typed and well-tested image-processing and computer-vision utilities for Python, NumPy and OpenCV 4.x/5.x.

    Python 1

  3. pothole-severity-detection pothole-severity-detection Public

    Computer vision project for pothole detection with severity-oriented analysis, training pipelines, and evaluation workflows.

    Python