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Search results for machine learning edge
edge
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machine-learning
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68 search results found
Server
⭐
7,321
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Deepcamera
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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
Jraph
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1,141
A Graph Neural Network Library in Jax
Aoe
⭐
847
AoE (AI on Edge,终端智能,边缘计算) 是一个终端侧AI集成运行时环境 (IRE),帮助开发者提升效率。
Practical Deep Learning Book
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675
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Model_server
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618
A scalable inference server for models optimized with OpenVINO™
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Awesome Federated Learning
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482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Awesome Federated Computing
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448
📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Cxxgraph
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361
Header-Only C++ Library for Graph Representation and Algorithms
Programl
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253
A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
Auptimizer
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195
An automatic ML model optimization tool.
Ai Toolkit Iot Edge
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184
AI Toolkit for Azure IoT Edge
Minerva
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165
Meandering In Networks of Entities to Reach Verisimilar Answers
Iot Curriculum
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140
Hands on labs and content for students and educators to learn and teach the Internet of Things at schools, universities, coding clubs, community colleges and bootcamps
K3ai
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95
K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.
Resources Intel Edge Ai Scholarship 2020
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93
A place to collect resources shared bythe community of Intel® Edge AI Foundation course
Hiitpi
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92
A workout trainer Dash/Flask app that helps track your HIIT workouts by analyzing real-time video streaming from your sweet Pi using machine learning and Edge TPU..
People Counter Python
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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.
Mcns
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80
Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"
People Counter Cpp
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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.
Smart Retail Analytics
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68
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Edges2calligraphy
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55
Using pix2pix to convert scribbles to Chinese calligraphy
Fast.ai_notes
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53
📓 Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.
Concurrent Video Analytic Pipeline Optimization Sample L
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46
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.
Safety Gear Detector Python
⭐
32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Aisonobuoy
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30
Maritime Situational Awareness: An Exploration
Motor Defect Detector Python
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27
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.
Edge_detector
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27
HED real-time iOS edge detector.
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.
Clarifai Php
⭐
24
Clarifai API client for PHP
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.
Mledgedeploy
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24
Automatic Over the Air Deployment of Improved Machine Learning Models to IoT Devices for Edge Processing
Parking Lot Counter Cpp
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21
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
Subdue
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20
The Subdue graph miner discovers highly-compressing patterns in an input graph.
Industrial Anomaly Detection
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20
Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.
Sparkfun_edge
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20
SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even gesture recognition without relying on 3rd party cloud services.
Shopper Gaze Monitor Python
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20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Prototorch
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19
ProtoTorch is a PyTorch-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.
Restricted Zone Notifier Python
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19
Secure work areas and send alerts if someone enters the restricted space.
Store Aisle Monitor Python
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18
Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.
Object Flaw Detector Cpp
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18
Detect various irregularities of a product as it moves along a conveyor belt.
Object Flaw Detector Python
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17
Detect various irregularities of a product as it moves along a conveyor belt.
Scikit Image Processing
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17
Image processing examples with Numpy, Scipy, and Scikit-image
Sparkfun_edge_bsp
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17
BSP and examples to integrate the SparkFun TensorFlow board with the AmbiqSuite
Disparity_filter
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17
Implements a disparity filter in Python, based on graphs in NetworkX, to extract the multiscale backbone of a complex weighted network (Serrano, et al., 2009)
Intruder Detector Python
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16
Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.
Link Prediction Based On Ml
⭐
15
通过研究社交网络,从网络中提取拓扑结构特征,运用机器学习方法进行链路预测,比较了几种机器学习算法的预
Intruder Detector Cpp
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15
Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.
Self Driving Car
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14
Lane Detection for Self Driving Car
Edgetpu_ros
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12
ROS package for the Google Edge TPU
Shopper Gaze Monitor Cpp
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12
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Lane Lines Detection Using Python And Opencv
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11
In this project, I used Python and OpenCV to detect lane lines on the road. I developed a processing pipeline that works on a series of individual images, and applied the result to a video stream.
Lattice_rnn
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11
Bi-directional Lattice Recurrent Neural Networks for Confidence Estimation
Store Aisle Monitor Cpp
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11
Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.
Social Distance
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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.
Google Sorting Demo
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11
Source code (Python, Node.js and Java) for a demo we built which has been shown at a number of conferences, including IoT Solutions World Congress in Barcelona, Google Cloud Next 2019 and Google I/O 2019. Using the Coral Dev Board we show incredible fast machine learning on the edge with minimal power consumption.
Shopper Mood Monitor Cpp
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10
Detect the mood of shoppers as they look at a retail or kiosk display.
Safety Gear Detector Cpp
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10
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Intelligent Kiosk Analytics Cpp
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10
Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.
Store Traffic Monitor Cpp
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10
Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.
Automated Vending
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9
Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.
Rtsf At Checkout Reference Design
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9
Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.
Modelhunter
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9
ModelHunter is a powerful pipeline designed to extract machine learning models from Android applications.
Brain Tumor Segmentations
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8
Segment brain tumors in raw MRI images by applying the U-Net architecture.
Network Video Recorder
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8
Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.
Restricted Zone Notifier Cpp
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8
Secure work areas and send alerts if someone enters the restricted space.
Automl Vision Edge In Mlkit
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8
Machine Operator Monitor Cpp
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8
Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.
Azure Iot Edge Ml Demo
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8
Azure IoT Edge + Movidius Neural Compute Stick ML Demo App
Streamingbandit Ui
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8
Client that handles the administration of StreamingBandit online, or straight from your desktop. Setup and run streaming (contextual) bandit experiments in your browser.
Motor Defect Detector Cpp
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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.
Deeplearningmodeldeployment
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7
This repo aims to showcase how to deploy deep learning models.
Elastic Graph
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7
Minimalist implementation of an Elastic Principle Graph
Firebase_livestream_ml_vision
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6
Firebase MLVision Plugin with Live Camera
Edge Detection
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5
Using Computer Vision (and Machine Learning) to detect edges in images
Edge Tpu Safe Bike
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5
An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.
Firebase_mlvision
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5
Firebase MLVision Plugin with AutoML Vision Edge Support
Microai Atom Esp32
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5
MicroAI™ is an AI engine that can operate on low power edge and endpoint devices. It can learn the pattern of any and all time series data and can be used to detect anomalies or abnormalities, make one step ahead predictions/forecasts, and calculate the remaining life of entities (whether it is industrial machinery, small devices or the like).
Line Monitoring
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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.
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