C++ tinyml

Open-source C++ projects categorized as tinyml
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Topics: Machine Learning Deep Learning Tensorflow ML Arduino
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Top 4 C++ tinyml Projects

tinyml

  • frugally-deep

    A lightweight header-only library for using Keras (TensorFlow) models in C++.

    • Project mention: Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++ | news.ycombinator.com | 2023-12-09

  • InfluxDB

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  • deepC

    vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

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

    DeepC. Open source version of DeepSea. Very little activity, looks abandoned

  • arduino-library

    This repository holds the Arduino Library for the EdX TinyML Specialization

    • Project mention: MIT 6.5940: TinyML and Efficient Deep Learning Computing | news.ycombinator.com | 2023-09-28

    These TinyML courses on edx look good https://www.edx.org/professional-certificate/harvardx-tiny-m...

  • tinymind

    Tinymind is a Neural Network and Machine Learning project intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems.

    • Project mention: Is there anything like Embedded Artificial Intelligence & Machine Learning? Can anyone tell me more about it? | /r/embedded | 2023-12-07

    Take a look at TinyMind: https://github.com/danmcleran/tinymind

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).

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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 frugally-deep 1,053
2 deepC 526
3 arduino-library 41
4 tinymind 7

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