edge-ai

Open-source projects categorized as edge-ai
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Top 12 edge-ai Open-Source Projects

  • FedML

    FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.

    • Project mention: [Experiment] The future of AI is open-source, and here is the plan | /r/samkoesnadi | 2023-06-05

    FedML https://github.com/FedML-AI/FedML might already provide a lot of tools to do the job

  • yomo

    🦖 Stateful Serverless Framework for building Geo-distributed Edge AI Infra

  • 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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  • speech-to-text-benchmark

    speech to text benchmark framework

    • Project mention: Speech-to-Text Benchmark | news.ycombinator.com | 2024-01-16

  • MetisFL

    The first open Federated Learning framework implemented in C++ and Python.

    • Project mention: Share Your Startup - July 2023 - Upvote for Maximum Visibility | /r/startups | 2023-07-06

    Startup Name/ URL: Nevron.AI https://github.com/NevronAI/metisfl / https://nevron.ai/

  • tiny-training

    On-Device Training Under 256KB Memory [NeurIPS'22]

  • Dual-Edge-TPU-Adapter

    Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot

    • Project mention: Google Coral TPU | /r/selfhosted | 2023-05-23

  • maskcam

    Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.

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  • ekya

    Source code and datasets for Ekya, a system for continuous learning on the edge.

  • tokay-lite-sdk

    Tokay Lite: Low Power Edge AI Camera SDK

    • Project mention: Alternative open firmware for your IP camera | news.ycombinator.com | 2023-10-08

  • timm-flutter-pytorch-lite-blogpost

    PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

  • MaixPy

    Easily create AI projects with Python on edge device

  • elaine

    Elaine is a TypeScript library designed for crafting chatbots and conversational interfaces on Node and Edge runtimes, leveraging the OpenAI Chat Completion API.

    • Project mention: Show HN: Elaine, a small library for creating OpenAI-based chatbots | news.ycombinator.com | 2023-08-31
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-ai projects? This list will help you:

Project Stars
1 FedML 4,062
2 yomo 1,613
3 speech-to-text-benchmark 586
4 MetisFL 530
5 tiny-training 400
6 Dual-Edge-TPU-Adapter 235
7 maskcam 232
8 ekya 94
9 tokay-lite-sdk 38
10 timm-flutter-pytorch-lite-blogpost 36
11 MaixPy 31
12 elaine 4

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