Topic: edge-ai Goto Github
Some thing interesting about edge-ai
Some thing interesting about edge-ai
edge-ai,[TOSN 2024] Artificial Intelligence of Things: A Survey
Organization: aiot-mlsys-lab
edge-ai,Real-time portrait segmentation for mobile devices
User: anilsathyan7
edge-ai,Acoustic features (MFSCs and MFCCs) for edge AI
User: araobp
edge-ai,Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
Organization: bdtinc
edge-ai,Light Face Detection using PyTorch Lightning
User: borhanmorphy
Home Page: https://fastface.readthedocs.io
edge-ai,PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.
User: dnth
Home Page: https://dicksonneoh.com/portfolio/pytorch_at_the_edge_timm_torchscript_flutter/
edge-ai,Deep learning gateway on Raspberry Pi and other edge devices
Organization: dt42
edge-ai,Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG.
User: dusty-nv
Home Page: https://dusty-nv.github.io/NanoLLM/
edge-ai,Source code and datasets for Ekya, a system for continuous learning on the edge.
Organization: edge-video-services
Home Page: https://aka.ms/ekya
edge-ai,CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
Organization: eeeslab
edge-ai,💜 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!
User: f33rni
edge-ai,On-device, Offline Spleeter Solution For Mobile
Organization: faceonlive
Home Page: https://portfolio.faceonlive.com
edge-ai,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.
Organization: fedml-ai
Home Page: https://TensorOpera.ai
edge-ai,Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
Organization: galliot-us
Home Page: https://neuralet.com
edge-ai,Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
Organization: galliot-us
Home Page: https://neuralet.com
edge-ai,Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Organization: galliot-us
Home Page: https://neuralet.com
edge-ai,The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
Organization: hailo-ai
edge-ai,An open source light-weight and high performance inference framework for Hailo devices
Organization: hailo-ai
Home Page: https://hailo.ai/
edge-ai,High-performance, optimized pre-trained template AI application pipelines for systems using Hailo devices
Organization: hailo-ai
Home Page: http://hailo.ai/
edge-ai,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.
Organization: intel-iot-devkit
edge-ai,Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
Organization: intel-iot-devkit
edge-ai,Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Organization: intel-iot-devkit
edge-ai,Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Organization: intel-iot-devkit
edge-ai,Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Organization: intel-iot-devkit
edge-ai,Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Organization: intel-iot-devkit
edge-ai,Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Organization: intel-iot-devkit
edge-ai,The BirdsEye RL/RF project enables localization of mobile radio frequency targets, e.g., drones operators, via commericial off-the-shelf sensors.
Organization: iqtlabs
edge-ai,A minimalist Deep Learning framework for embedded Computer Vision
User: jnbraun
edge-ai,Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"
User: liuhang1994
edge-ai,Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot
User: magic-blue-smoke
edge-ai,Tokay Lite: Low Power Edge AI Camera SDK
Organization: maxlab-io
Home Page: https://maxlab.io/store/edge-ai-camera/
edge-ai,A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Organization: microsoft
edge-ai,[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Organization: mit-han-lab
Home Page: https://ofa.mit.edu/
edge-ai,On-Device Training Under 256KB Memory [NeurIPS'22]
Organization: mit-han-lab
Home Page: http://tinytraining.mit.edu
edge-ai,This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
User: mrusci
edge-ai,EdgeFace: Efficient Face Recognition Model for Edge Devices [TBIOM 2024] the winner of compact track of IJCB 2023 Efficient Face Recognition Competition
User: otroshi
edge-ai,Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).
Organization: pic4ser
Home Page: https://www.sciencedirect.com/science/article/pii/S0031320321006634
edge-ai,speech to text benchmark framework
Organization: picovoice
Home Page: https://picovoice.ai/
edge-ai,A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
User: qijianpeng
edge-ai,A curated list of edge tools for AI applications
User: rcmalli
edge-ai,Bypass the 2000 characters limit from Bing AI search with a very simple and small extension.
User: riad-azz
edge-ai,FEDn: An enterprise-ready federated learning framework. This repository contains the Python framework, CLI and API.
Organization: scaleoutsystems
Home Page: https://docs.scaleoutsystems.com
edge-ai,Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.
User: shawnhymel
edge-ai,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.
Organization: sony
Home Page: https://sony.github.io/model_optimization/
edge-ai,Resources of our survey paper "A Systematic Review of AI Deployment on Resource-Constrained Edge Devices: Challenges, Techniques, and Applications"
User: wangxb96
edge-ai,workbench for learing&practising AI tech in real scenario on Android device, powered by GGML(Georgi Gerganov Machine Learning) and NCNN(Tencent NCNN) and FFmpeg
User: zhouwg
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