Top 4 C++ tinyml Projects

frugally-deep

5 1,043 8.0 C++

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

deepC

2 526 0.0 C++

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

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
arduino-library

3 38 10.0 C++

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

1 7 7.1 C++

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).