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Search results for python edge computing

edge-computing x

81 search results found

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

Deepcamera ⭐ 1,506

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

Frugally Deep ⭐ 1,017

Header-only library for using Keras (TensorFlow) models in C++.

Fastmot ⭐ 786

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Python Computer Vision & Video Analytics Framework With Batteries Included

Edgeyolo ⭐ 350

an edge-real-time anchor-free object detector with decent performance

Edgenext ⭐ 302

[CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

Nn Meter ⭐ 265

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Scramjet ⭐ 243

Public tracker for Scramjet Cloud Platform, a platform that bring data from many environments together.

Deepstream Services Library ⭐ 234

A shared library of on-demand DeepStream Pipeline Services for Python and C/C++

Neuralet ⭐ 232

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Envisedge ⭐ 132

Deploy recommendation engines with Edge Computing

Deepstream Python ⭐ 116

NVIDIA Deepstream 6.1 Python boilerplate

Ambianic Edge ⭐ 98

The core runtime engine for Ambianic Edge devices.

Homesecurity ⭐ 96

Security camera with Raspberry pi and NVIDIA Jetson platforms

ML model training for edge devices

Paradrop ⭐ 76

An Edge-computing platform based on Wi-Fi routers

Peerjs Python ⭐ 75

Python port of PeerJS client

Simulator for modeling energy consumption in cloud, fog, and edge computing environments 🌱

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.

Oasis Rpi ⭐ 58

Collection of useful scada/iot tools designed to run on Raspberry Pi and similar embedded linux platforms.

Faas Sim ⭐ 54

A framework for trace-driven simulation of serverless Function-as-a-Service platforms

Zenoh Python ⭐ 51

Python API for zenoh

[TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments

Utensor_cgen ⭐ 48

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

Containerized Development Environment Manager for embedded development

IPDC(InterPlanetary Distributed Computing) is the Distributed Computation service, A peer-to-peer hypermedia protocol to make the computation faster, open, and more scalable.

Coord Sim ⭐ 41

Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).

Mastering Kubernetes Third Edition ⭐ 40

Mastering Kubernetes, Third Edition, published by Packt

Synse Server ⭐ 38

An HTTP API for monitoring and controlling physical and virtual devices

Energy Management Using Real-Time Non-Intrusive Load Monitoring

Ucmec_commag ⭐ 34

Simulation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Computing: Challenges and Optimization''

Oakestra ⭐ 33

A Lightweight Hierarchical Orchestration Framework for Edge Computing

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Managed_ml_systems_and_iot ⭐ 32

Managed Machine Learning Systems and Internet of Things Live Lesson

Drl Networking ⭐ 30

Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.

Edge Detect ⭐ 29

Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".

Nested U Net Based Real Time Speech Enhancement Mobile App ⭐ 28

Real-time speech enhancement mobile app using Nested U-Net

Fogernetes ⭐ 27

Using Kubernetes for Fog Computing

Fedadapt ⭐ 26

Adaptive Offloading of Federated Learning on IoT Devices

Object Size Detector Python ⭐ 26

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

Store Traffic Monitor Python ⭐ 24

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Store Aisle Monitor Python ⭐ 18

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Human Pose Estimation 2d Demo ⭐ 18

Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit

implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing

Object Flaw Detector Python ⭐ 17

Detect various irregularities of a product as it moves along a conveyor belt.

Directord ⭐ 17

Directord is a powerful automation platform and protocol built to drive infrastructure and applications across the physical, edge, IoT, and cloud boundaries; efficient, pseudo-real-time, at scale, made simple.

Rpipico_digit_classification ⭐ 14

Identification of handwritten digit from images taken by a OV7670 camera module connected to a Raspberry Pi Pico and a 120x160 TFT LCD display. The Pi Pico running CircuitPython handles everything from image acquisition to post-processing and inference. This code is somewhat experimental, but it is fun to play with. For more information, please visit the project's webpage.

Pipeedge ⭐ 14

PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices

Edge Topology Synthesizer 💻🕸️

Onnx Model Zoo ⭐ 13

This GitHub repository contains converted models in ONNX, TensorRT, and PyTorch formats, along with inference scripts and demos. These models can be used for efficient deployment and inference in machine learning applications.

A tool to support using classification models in low-power and microcontroller-based embedded systems.

Edgesimpy ⭐ 13

Python-based modeling and simulation framework for Edge Computing resource management policies

Resilient IoT Data Exchange (RIDE) using SDN and edge computing. This repository includes the algorithms, prototype implementation, SDN controller REST API adapter, and Mininet-based experimental framework we used to evaluate its performance.

Social Distance ⭐ 11

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

A fault-tolerant Complex Event Processing engine designed for edge computing in Internet of Things systems.

Cluster Manager ⭐ 10

The meat and potatoes behind farosctl

Smart Queuing System On Edge ⭐ 9

Deploying a Smart Queuing System on edge with Intel OpenVino Toolkit

Yolo2openvino ⭐ 9

YoloV3, YoloV4, YoloV3-tiny, and YoloV4-tiny conversion to Tensorflow and OpenVINO.

Kernel Sharing ⭐ 9

Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing

Darcy AI Engine is a Python library for building AI apps

Brain Tumor Segmentations ⭐ 8

Segment brain tumors in raw MRI images by applying the U-Net architecture.

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

Motor Defect Detector Cpp ⭐ 8

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.

Network Video Recorder ⭐ 8

Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.

Edgetpuvision ⭐ 7

Google cloud edge TPU edgetpuvision research/learning repo

Rl Edge Computing ⭐ 7

Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis project for the Data science course (October 2023).

Embedding ⭐ 7

A python package for solving the dependent function embedding problems.

Merceedge ⭐ 6

IoT edge connection service

Vision_ui ⭐ 6

This is a vision-based 3d model manipulation and control UI

Pcahyperspectralclassifier ⭐ 6

Classification of Hyperspectral Images ( HSIs ) with Principal Component Analysis ( PCA ) in CUDA ( cuBLAS ).

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The current version accelerates YOLO object detectors with Intel Neural Compute Stick 2 using parallel programming.

Iot Greengrass ⭐ 5

It describes IoT Greengrass in order to make edge environment for IoT devices.

Line Monitoring ⭐ 5

Apply the pretrained models in the Intel® Distribution of OpenVINO™ toolkit to detect and count the number of people waiting in lines in real time.

Matching-based scheduling of asynchronous data processing workflows on the Cloud and Fog

Topic allocation method on edge servers for latency-sensitive notification service

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

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