C++ edge-computing

Open-source C++ projects categorized as edge-computing
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Topics: Tensorflow Machine Learning Deep Learning CPP Artificial intelligence
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Top 5 C++ edge-computing Projects

  • SSVM

    WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.

    • Project mention: A WASM runtime for running LLMs locally | news.ycombinator.com | 2023-12-29

  • uTensor

    TinyML AI inference library

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  • EdgeML

    This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)

  • 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

  • vit.cpp

    Inference Vision Transformer (ViT) in plain C/C++ with ggml

    • Project mention: I've open sourced my Flutter plugin to run on-device LLMs on any platform. TestFlight builds available now. | /r/FlutterDev | 2023-12-08

    And more stuff I’m often checking back on: - https://github.com/staghado/vit.cpp - https://github.com/serp-ai/bark-with-voice-clone - https://github.com/leejet/stable-diffusion.cpp (generate images) - etc … there’s too much fun stuff out there. Wish I had more free time haha.

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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).

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Index

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

Project Stars
1 SSVM 8,039
2 uTensor 1,659
3 EdgeML 1,548
4 frugally-deep 1,050
5 vit.cpp 184

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