C++ code review and rewrite for license plate recognition

The project started as a code review job for a vehicle license plate recognition software before going into production.

I have reviewed the existing prototype code, delivered my findings in a structured and concise report, and provided a list of suggested improvements. The client chose to implement all of my suggestions and trusted me to do that.

As a result, most of the C++ code was rewritten in a clean and logically structured way. The code and the architecture were documented, both inline and in separate documents.

I have reimplemented the service logic and provided an initial suite of more than a hundred unit tests. The service has since been running at multiple client sites with no major or minor breakdowns to date.

Libraries and tools used:

C++ 17

Boost

GStreamer

OpenCV

Microsoft ONNX

Docker

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