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The Top 23 Edge Ai Open Source Projects

Open source projects categorized as Edge Ai
Categories > Edge Ai
Fedml ⭐ 3,946
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://nexus.fedml.ai) is the dedicated cloud service for generative AI
dependent packages 1total releases 342most recent commit 3 months agopypi fedml} Downloads
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27most recent commit 4 months agopypi ofa} Downloads
Yomo ⭐ 1,570
🦖 Stateful Serverless Framework for Software Edge Infra
dependent packages 11total releases 100most recent commit 3 months ago
Berrynet ⭐ 1,563
Deep learning gateway on Raspberry Pi and other edge devices
total releases 1most recent commit a year ago
Speech To Text Benchmark ⭐ 570
speech to text benchmark framework
most recent commit 3 months ago
Portrait Segmentation ⭐ 310
Real-time portrait segmentation for mobile devices
most recent commit 3 years ago
Tiny Training ⭐ 290
On-Device Training Under 256KB Memory [NeurIPS'22]
most recent commit a year ago
Awesome Edge Computing ⭐ 282
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
most recent commit 4 months ago
Nn Meter ⭐ 265
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
total releases 3most recent commit a year ago
Model_optimization ⭐ 245
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
most recent commit 3 months ago
Neuralet ⭐ 232
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
most recent commit a year ago
Gpt Telegramus ⭐ 228
The best free Telegram bot for ChatGPT, EdgeGPT (aka Bing AI), DALL-E, Bing Image generator, Bard and Gemini with stream writing, requests with images (for Bard and Gemini), multiple languages, admin control, automatic proxy searcher, data logging and more!
most recent commit 3 months ago
Maixpy3 ⭐ 165
Python sdk for Sipeed Maix-II-Dock(v831). Other board please use https://github.com/sipeed/MaixPy
total releases 15most recent commit 3 months ago
Dual Edge Tpu Adapter ⭐ 134
Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot
most recent commit a year ago
Smart Social Distancing ⭐ 133
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
most recent commit a year ago
Spleeter Android Ios ⭐ 124
On-device, Offline Spleeter Solution For Mobile
most recent commit 2 years ago
Maskcam ⭐ 96
Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
most recent commit 3 years ago
People Counter Python ⭐ 88
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
Hailo_model_zoo ⭐ 82
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
most recent commit 3 months ago
Fastface ⭐ 78
Light Face Detection using PyTorch Lightning
dependent packages 1total releases 6most recent commit 8 months agopypi fastface} Downloads
People Counter Cpp ⭐ 70
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
Smart Retail Analytics ⭐ 68
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
most recent commit 7 months ago
Act ⭐ 55
Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).
most recent commit 3 months ago
The 4 Most Depended On Edge Ai Open Source Projects
Yomo ⭐ 1,570
🦖 Stateful Serverless Framework for Software Edge Infra
dependent packages 11total releases 100latest release November 27, 2023most recent commit 3 months ago
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27latest release July 20, 2023most recent commit 4 months agopypi ofa} Downloads
Fastface ⭐ 78
Light Face Detection using PyTorch Lightning
dependent packages 1total releases 6latest release August 15, 2023most recent commit 8 months agopypi fastface} Downloads
The 8 Latest Releases In Edge Ai Open Source Projects
Yomo ⭐ 1,570
🦖 Stateful Serverless Framework for Software Edge Infra
dependent packages 11total releases 100latest release November 27, 2023most recent commit 3 months ago
Darcyai ⭐ 8
Darcy AI Engine is a Python library for building AI apps
total releases 42latest release September 12, 2023most recent commit 7 months ago
Fastface ⭐ 78
Light Face Detection using PyTorch Lightning
dependent packages 1total releases 6latest release August 15, 2023most recent commit 8 months agopypi fastface} Downloads
Once For All ⭐ 1,777
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 2total releases 27latest release July 20, 2023most recent commit 4 months agopypi ofa} Downloads
Maixpy3 ⭐ 165
Python sdk for Sipeed Maix-II-Dock(v831). Other board please use https://github.com/sipeed/MaixPy
total releases 15latest release July 01, 2022most recent commit 3 months ago
Berrynet ⭐ 1,563
Deep learning gateway on Raspberry Pi and other edge devices
total releases 1latest release November 01, 2020most recent commit a year ago
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