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Top 6 Python edge-ai Projects
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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 | 2023-06-05FedML https://github.com/FedML-AI/FedML might already provide a lot of tools to do the job
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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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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/
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Python edge-ai related posts
- [Experiment] The future of AI is open-source, and here is the plan
- Awesome-Federated-Learning: A curated list of federated learning publications, re-organized from Arxiv (mostly).
- FedML has just released its completely revamped and redesigned AI Platform and Website.
- 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.
- FedML AI platform releases the world’s federated learning open platform on the public cloud with an in-depth introduction of products and technologies!
- 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!
- MaskCam: Jetson Nano-based smart camera system that measures face mask usage
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A note from our sponsor - WorkOS
workos.com | 29 Mar 2024
Index
What are some of the best open-source edge-ai projects in Python? This list will help you:
Project | Stars | |
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1 | FedML | 4,026 |
2 | speech-to-text-benchmark | 581 |
3 | MetisFL | 531 |
4 | tiny-training | 389 |
5 | maskcam | 232 |
6 | MaixPy | 10 |