microflow-rs

A Rust TinyML compiler for neural network inference on embedded systems (by matteocarnelos)
Add to my DEV experience inference-engine Machine Learning Rust tensorflow-lite tinyml
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microflow-rs reviews and mentions

Posts with mentions or reviews of microflow-rs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-16.
  • TinyML: Ultra-low power Machine Learning
    5 projects | news.ycombinator.com | 16 Jan 2024
    I built a Rust TinyML compiler for my master thesis project: https://github.com/matteocarnelos/microflow-rs

    It uses Rust procedural macros to evaluate the model at compile time and create a predict() function that performs inference on the given model. By doing so, I was able to strip down the binary way more than TensorFlow Lite for Microcontrollers and other engines. I even managed to run a speech command recognizer (TinyConv) on an 8-bit ATmega328 (Arduino Uno).

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7.8
about 2 months ago

matteocarnelos/microflow-rs is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of microflow-rs is Rust.


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