Python edge-ai

Open-source Python projects categorized as edge-ai
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Top 6 Python edge-ai Projects

edge-ai

  1. 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, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

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  3. speech-to-text-benchmark

    speech to text benchmark framework

  4. tiny-training

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

  5. MaixPy

    Easily create AI projects with Python on edge device

  6. maskcam

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

  7. TPI-LLM

    TPI-LLM: Serving 70b-scale LLMs Efficiently on Low-resource Edge Devices

    Project mention: TPI-LLM: Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices | news.ycombinator.com | 2024-10-03
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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Python edge-ai related posts

  • TPI-LLM: Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices

    1 project | news.ycombinator.com | 3 Oct 2024

  • [Experiment] The future of AI is open-source, and here is the plan

    1 project | /r/samkoesnadi | 5 Jun 2023

  • Awesome-Federated-Learning: A curated list of federated learning publications, re-organized from Arxiv (mostly).

    1 project | /r/FederatedLearning | 30 Mar 2023

  • FedML has just released its completely revamped and redesigned AI Platform and Website.

    1 project | /r/machinelearningnews | 1 Mar 2023

  • Ultra popular Linus Tech Tips abruptly drops their sponsor, Eufy Home Security Cameras, when it's revealed that Eufy has been secretly uploading images of the home owner, despite explicitly stating that the product only stores images locally.

    3 projects | /r/videos | 2 Dec 2022

  • FedML AI platform releases the world’s federated learning open platform on the public cloud with an in-depth introduction of products and technologies!

    1 project | /r/u_FedML | 28 Sep 2022

  • Jetson Nano mask detection camera written in Python uses NVIDIA's DeepStream SDK and multiprocessing to run YOLOv4-tiny on a 30FPS video pipeline. GitHub link in comments!

    1 project | /r/Python | 9 Apr 2021
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Index

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

# Project Stars
1 FedML 3,897
2 speech-to-text-benchmark 654
3 tiny-training 484
4 MaixPy 360
5 maskcam 245
6 TPI-LLM 184

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InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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