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docs: Add high-performance C++ Edge AI port to README#443

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MatinRafiei wants to merge 3 commits into
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docs: Add high-performance C++ Edge AI port to README#443
MatinRafiei wants to merge 3 commits into
roboflow:developfrom
MatinRafiei:develop

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@MatinRafiei

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Hi Roboflow Team,

First, thank you for building and maintaining such a fantastic, clean tracking framework!

I recently completed a project to entirely port the core mathematical tracking architecture (BoTSORT, ByteTrack, OC-SORT, and SORT) into a highly-optimized, standalone C++ library designed specifically for Edge AI hardware (Raspberry Pi, NVIDIA Jetson, etc.) where Python overhead can be a bottleneck.

The library maintains mathematical parity with your implementations, utilizes cv::Mat for seamless OpenCV/Edge NPU integration, and is hardware-agnostic.

Since many developers deploying Roboflow models to the Edge eventually need to transition from Python to native C++, I thought it would be highly beneficial to add a link to this community port in the README.

Thank you for your time and the excellent foundational work!

@MatinRafiei MatinRafiei requested a review from SkalskiP as a code owner May 30, 2026 06:58
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CLAassistant commented May 30, 2026

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@Borda Borda marked this pull request as draft June 9, 2026 13:05
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Borda commented Jun 9, 2026

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Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.

@MatinRafiei mind check this pl ^^ 🦝

@MatinRafiei

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Thank you for your submission! We really appreciate it. Like many open source projects, we ask that you sign our Contributor License Agreement before we can accept your contribution.

@MatinRafiei mind check this pl ^^ 🦝

Hi @Borda,

I have just reviewed and signed the CLA. Let me know if there is anything else you need from me for this PR!

Best,
Matin

@MatinRafiei MatinRafiei marked this pull request as ready for review June 15, 2026 16:15
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3 participants