Rust tinyml

Open-source Rust projects categorized as tinyml
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Topics: Rust inference-engine Containerization edge-computing Machine Learning
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Rust tinyml Projects

  • rune

    Rune provides containers to encapsulate and deploy edgeML pipelines and applications (by hotg-ai)

  • microflow-rs

    A Rust TinyML compiler for neural network inference on embedded systems

    • Project mention: TinyML: Ultra-low power Machine Learning | news.ycombinator.com | 2024-01-16

    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).

  • InfluxDB

    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.

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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).

Index

Project Stars
1 rune 132
2 microflow-rs 58

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