C tinyml

Open-source C projects categorized as tinyml
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Topics: CPP Deep Learning Embedded Systems IoT C
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Top 4 C tinyml Projects

  • tinyengine

    [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory (by mit-han-lab)

    • Project mention: [D] Run Pytorch model inference on Microcontroller | /r/MachineLearning | 2023-11-14

    TinyEngine from MCUNet. Looks great, targeting ARM CM4.

  • artificial-nose

    Instructions, source code, and misc. resources needed for building a Tiny ML-powered artificial nose.

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  • emlearn-micropython

    Efficient Machine Learning engine for MicroPython

    • Project mention: MicroPython native modules + emlearn = fast Machine Learning with easy install | /r/micropy | 2023-09-16

    And thanks to the dynamic native modules support in MicroPython this was possible. The project now provides small .mpy files with the compiled C code (around 3 kB), with nice Python APIs to common Machine Learning models. https://github.com/emlearn/emlearn-micropython

  • ESP8266-TinyML-test

    This repository contains a modified version of the EloquentTinyML library for the ESP8266.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

C tinyml related posts

  • [D] Run Pytorch model inference on Microcontroller

    10 projects | /r/MachineLearning | 14 Nov 2023

  • Can someone explain how the Grove Gas Sensor V2 (Multichannel) works?

    1 project | /r/learnmachinelearning | 29 Dec 2022

  • 13yo kid builds TinyML powered “e-nose” to diagnose pneumonia

    2 projects | news.ycombinator.com | 17 Feb 2022

  • TinyML powered artificial nose

    1 project | /r/learnmachinelearning | 26 Mar 2021

  • I built an artificial nose powered by AI. What are the top/most useful scents I should train it to recognize out-of-the-box?

    2 projects | /r/anosmia | 16 Mar 2021
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source tinyml projects in C? This list will help you:

Project Stars
1 tinyengine 742
2 artificial-nose 343
3 emlearn-micropython 45
4 ESP8266-TinyML-test 3

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