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43 search results found
Fedml
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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
Nn Meter
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265
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Model_optimization
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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.
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.
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.
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.
Covid Net
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43
Launched in March 2020 in response to the coronavirus disease 2019 (COVID-19) pandemic, COVID-Net is a global open source, open access initiative dedicated to accelerating advancement in machine learning to aid front-line healthcare workers and clinical institutions around the world fighting the continuing pandemic. Towards this goal, our global multi-disciplinary team of researchers, developers, and clinicians have made publicly available a suite of tailored deep neural network models for tackl
Tappas
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36
High-performance, optimized pre-trained template AI application pipelines for systems using Hailo devices
Safety Gear Detector Python
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32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Agrobot
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32
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
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.
Object Size Detector Python
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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
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24
Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.
Hailort
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23
An open source light-weight and high performance inference framework for Hailo devices
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.
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.
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.
Restricted Zone Notifier Python
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19
Secure work areas and send alerts if someone enters the restricted space.
Awesome Ai On The Edge
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18
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
Object Flaw Detector Cpp
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18
Detect various irregularities of a product as it moves along a conveyor belt.
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 Python
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17
Detect various irregularities of a product as it moves along a conveyor belt.
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.
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.
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.
Edgeai Lab Microcontroller Series
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12
This repository is to share the EdgeAI Lab with Microcontrollers Series material to the entire community. We will share documents, presentations and source code of two demo applications.
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.
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.
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.
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.
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.
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.
Ml Bench
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9
Benchmarking the NatML machine learning runtime against other solutions in Unity Engine.
Brain Tumor Segmentations
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8
Segment brain tumors in raw MRI images by applying the U-Net architecture.
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.
Network Video Recorder
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8
Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.
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.
Restricted Zone Notifier Cpp
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8
Secure work areas and send alerts if someone enters the restricted space.
Hailort Drivers
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8
The Hailo PCIe driver is required for interacting with a Hailo device over the PCIe interface
Ml Bench
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8
Benchmarking the NatML machine learning runtime against other solutions in Unity Engine.
Wind Turbines Edge Ai
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7
Detect wind turbine errors using a hybrid model. Utilize ML, DL, edge computing. Dataset, neural network optimized with genetic algorithms. Low computational power ML models. Data is stored in the cloud. Turbine status via secure APIs. Password encryption. GRASP, SOLID
Tflite Speech Recognition
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6
Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.
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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1-43 of 43 search results
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