Python edge-ai

Open-source Python projects categorized as edge-ai

Top 6 Python edge-ai 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

  • speech-to-text-benchmark

    speech to text benchmark framework

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

  • 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]

  • maskcam

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

  • MaixPy

    Easily create AI vision projects with Python and edge device

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). The latest post mention was on 2024-01-16.

Python edge-ai related posts

Index

What are some of the best open-source edge-ai projects in Python? This list will help you:

Project Stars
1 FedML 4,026
2 speech-to-text-benchmark 581
3 MetisFL 531
4 tiny-training 389
5 maskcam 232
6 MaixPy 10
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