edge-ai
There are 12 repositories under edge-ai topic.
FedML-AI / 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.
Language:Python 4078mit-han-lab / once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Language:Python 1841- MaixPy-v1Language:Python 1665
- yomoLanguage:Go 1620
- Language:Python 1594
anilsathyan7 / Portrait-Segmentation
Real-time portrait segmentation for mobile devices
Language:Jupyter Notebook 633Picovoice / speech-to-text-benchmark
speech to text benchmark framework
Language:Python 586On-Device Training Under 256KB Memory [NeurIPS'22]
Language:Python 403qijianpeng / awesome-edge-computing
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
microsoft / nn-Meter
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Language:Python 318F33RNI / GPT-Telegramus
💜 The best free Telegram bot for ChatGPT, Microsoft Copilot (aka Bing AI / Sidney / EdgeGPT), Microsoft Copilot Designer (aka BingImageCreator), Gemini and Groq with stream writing, requests with images, multiple languages, admin control, data logging and more!
Language:Python 305oasysai / oasysdb
An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
Language:Rust 305sony / model_optimization
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.
Language:Python 268magic-blue-smoke / 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
bdtinc / maskcam
Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
Language:Python 240- neuralet
galliot-us / neuralet
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
Language:Python 234 FaceOnLive / Spleeter-Android-iOS
On-device, Offline Spleeter Solution For Mobile
Language:Java 188sipeed / MaixPy3
Python sdk for Sipeed Maix-II-Dock(v831). Other board please use https://github.com/sipeed/MaixPy
Language:Python 174Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Language:Python 138- fedn
scaleoutsystems / fedn
FEDn: A production-grade, open federated learning framework. This repository contains the open source Python framework, CLI and API.
Language:Python 131 hailo-ai / hailo_model_zoo
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
Language:Python 98edge-video-services / ekya
Source code and datasets for Ekya, a system for continuous learning on the edge.
Language:Jupyter Notebook 97intel-iot-devkit / people-counter-python
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Language:JavaScript 91ShawnHymel / tflite-speech-recognition
Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.
Language:Jupyter Notebook 89borhanMorphy / fastface
Light Face Detection using PyTorch Lightning
Language:Python 83dusty-nv / NanoLLM
Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG.
Language:Python 79Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Language:Python 74Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Language:C++ 71- Language:C++ 66
PIC4SeR / AcT
Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).
Language:Python 62Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Language:Python 57liuhang1994 / RIS-FL
Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"
Language:Python 54- MaixPyLanguage:Python 53
Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.
Language:C++ 48- Language:C 45
mrusci / training-mixed-precision-quantized-networks
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
Language:Python 44
