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Intel® Edge Software Hub

Download prevalidated software to learn, develop, and test your solutions for the edge.

  • Use Cases
  • Software Packages
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Fast-Track Your Development

Experiment, test, and create—all with less prework. Our software packages and offerings make it simple to optimize edge solutions, including computer vision and deep learning applications, for Intel® architecture.

Set your objectives and ramp up quickly. Choose your architecture type, and then select from Intel, third-party, or open source software. Use containers, run multiple workloads on a single converged edge system, and manage data flow between sensors and applications. Whether building from scratch or customizing a ready-made reference implementation, we offer helpful resources to accelerate your development.

Use Cases and Reference Implementations

Download a reference implementation that includes preconfigured software necessary to build a complete sample application. Select use cases to see real-world applications for the edge.  

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Title
ID
Date
Version
Image for: Multi-Access with Private 5G Reference Implementation
Multi-Access with Private 5G Reference Implementation
ID: 762240
Date:05/16/25
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Enable seamless integration of multiple access networks at the edge, with no impact to legacy (cellular or Wi-Fi) radio protocols.
Image for: Intelligent Traffic Management
Intelligent Traffic Management
ID: 749867
Date:03/18/25
Version:1.0
File: URL Content Type: Software Reference Implementations
Monitor traffic intersections via IP cameras to optimize traffic flow. Detect vehicles and pedestrians, record vehicle types and counts, calculate velocity and acceleration, and more.
Image for: Realizing the Future of Safer Cities with Real-Time Security Operations Centers
Realizing the Future of Safer Cities with Real-Time Security Operations Centers
ID: 848951
Date:03/05/25
Version:1741001360
File: pdf (2.79 MB) Content Type: Use Cases
The collaboration between Intel and Genetec aims to provide cities and public safety agencies with advanced solutions that enable faster and more informed responses while ensuring data integrity and security.
Image for: Intel® CPUs as TCO-Efficient Hardware for Retail IoT AI Models
Intel® CPUs as TCO-Efficient Hardware for Retail IoT AI Models
ID: 846251
Date:02/04/25
Version:1738049690
File: pdf (712 KB) Content Type: Use Cases
This discusses how Intel® CPUs are being utilized to create cost-effective and efficient hardware solutions for retail Internet of Things (IoT) applications, specifically focusing on self-checkout systems.
Image for: Social Distancing for Retail Settings
Social Distancing for Retail Settings
ID: 749865
Date:09/26/24
Version:1.0
File: URL Content Type: Software Reference Implementations
Use video analytics solutions based on Intel® Distribution of OpenVINO™ toolkit models to support retail settings for pandemic scenarios.
Image for: Intel® Edge AI Box
Intel® Edge AI Box
ID: 795550
Date:07/23/24
Version:4.0
File: URL Content Type: Software Reference Implementations
Integrate video decode on multiple streams with video analytics. Configure your application end-to-end with flexible AI capacity and a Reference Video Analytics pipeline for fast development.
Image for: Network Slicing Radio Resource Management
Network Slicing Radio Resource Management
ID: 777389
Date:02/29/24
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Integrate the Intel® Smart Edge Open Developer Experience Kit and the SD-RAN to determine the amount of radio resource to be reserved for a network slice for each base station managed by the RIC.
Image for: Intel® Graphics SR-IOV Enablement Toolkit
Intel® Graphics SR-IOV Enablement Toolkit
ID: 773305
Date:02/23/24
Version:Original
File: URL Content Type: Software Reference Implementations
Intel® Graphics SR-IOV Enablement Toolkit contains the software components and ingredients to enable Intel's graphics virtualization technology (Graphics SR-IOV)
Image for: TSN-based HDMI-to-IP Converter
TSN-based HDMI-to-IP Converter
ID: 791031
Date:10/16/23
Version:1.0
File: URL Content Type: Software Reference Implementations
Convert HDMI video input signals to video stream over IP network by leveraging TSN technology where the video stream synchronizes with other media streams and reduces bandwidth consumption
Image for: Real-time Sensor Fusion for Loss Detection
Real-time Sensor Fusion for Loss Detection
ID: 678119
Date:02/23/23
Version:Latest
File: URL Content Type: Software Reference Implementations
Learn to combine data from multiple sensors to verify objects in a retail self-checkout example.
Image for: Intel® Smart Edge Open with ThunderSoft ModelFarm* Deployment
Intel® Smart Edge Open with ThunderSoft ModelFarm* Deployment
ID: 768988
Date:02/15/23
Version:Latest
File: URL Content Type: Software Reference Implementations
Use a low code device AI development platform with Intel® Smart Edge Open for use cases such as object detection, environment monitoring, and more.
Image for: Intel® Explainable AI Tools
Intel® Explainable AI Tools
ID: 768271
Date:02/10/23
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Learn about Intel® Explainable AI Tools software tools for OpenVINO™ and TensorFlow* models on Microsoft* Windows* and Linux*.
Image for: CAM-Visualizer: Class Activation Map Visualization Toolkit
CAM-Visualizer: Class Activation Map Visualization Toolkit
ID: 768269
Date:02/10/23
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Create accountability for your AI model using an OS-independent app for Intel® Distribution of OpenVINO™ toolkit and TensorFlow* models. View feature and class activation maps.
Image for: OpenVINO™ Automatic Model Manifest Add-On
OpenVINO™ Automatic Model Manifest Add-On
ID: 768270
Date:02/10/23
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Use the tool to enable automated quantitative analysis and performance profiling for OpenVINO™ toolkit and TensorFlow* computer vision models.
Image for: Quantization-Aware Training and Inference using OpenVINO™ Toolkit
Quantization-Aware Training and Inference using OpenVINO™ Toolkit
ID: 765626
Date:01/12/23
Version:1.1
File: URL Content Type: Software Reference Implementations
Create an end-to-end AI/ML pipeline demonstrating Quantization-Aware Training and Inference using a wide array of Intel® software including the OpenVINO® toolkit.
Image for: Power Plant Monitoring with EMQ* and Edge Insights for Industrial
Power Plant Monitoring with EMQ* and Edge Insights for Industrial
ID: 762243
Date:12/05/22
Version:1.0
File: URL Content Type: Software Reference Implementations
Develop a front-to-end solution for industrial environments that features time series data collection, distribution, processing, monitoring, and storage.
Image for: Vibration-Based Anomaly Detection for Industrial Equipment
Vibration-Based Anomaly Detection for Industrial Equipment
ID: 758468
Date:11/16/22
Version:1.0.0
File: URL Content Type: Software Reference Implementations
Develop a solution that monitors the health of a robot in a semiconductor wafer manufacturing facility.
Image for: Brain Tumor Segmentation
Brain Tumor Segmentation
ID: 683925
Date:11/07/22
Version:2022.1.0
File: URL Content Type: Software Reference Implementations
Use the Intel® Distribution of OpenVINO™ toolkit to detect brain tumors in MRI images. Accurately predict results with a pretrained model.
Image for: Automated Vending
Automated Vending
ID: 678116
Date:11/07/22
Version:2.0.2
File: URL Content Type: Software Reference Implementations
Use computer vision and sensors to detect products removed from a cooler or cabinet, count inventory, identify the need for maintenance, and more.
Image for: Multi-Camera Detection of Social Distancing
Multi-Camera Detection of Social Distancing
ID: 658724
Date:10/24/22
Version:Latest
File: URL Content Type: Software Reference Implementations
Create an end-to-end video analytics pipeline to detect people and calculate the distance between people from multiple input video feeds.
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Edge Software Packages

Built specifically for edge use cases, these pretested and prevalidated packages include software from Intel, open source communities, and ecosystem partners. Packages optimized on Intel platforms ensure that you get high performance from your hardware.

Edge Insights for Vision

Deploy and optimize computer vision and deep learning workloads. Run multiple inference workloads on a single chip. Implement as a containerized architecture or stand-alone runtime.

Configure & Download

Learn More

Documentation

Intel® Edge Insights System

Integrate video and time-series data analytics on edge compute nodes. Run concurrent workloads on ready-to-use containerized analytics pipelines. Support acceleration and distribution of video analytics on CPUs, GPUs, and VPUs. 

Configure & Download

Documentation

Edge Controls for Industrial (ECI)

Accelerate the transformation of industrial control systems to software-defined solutions. This software reference platform with compatible hardware integrates real-time compute, standards-based connectivity, safety, virtualization, and IT-like management. 

Configure & Download

Learn More

Documentation

Edge Insights for Autonomous Mobile Robots (EI for AMR)

Create, build, and deploy end-to-end robotic applications from robot to edge server to the cloud by using Edge Insights for Autonomous Mobile Robots. This open and modular toolkit based on ROS 2 includes all the required tools, middleware, and libraries to enable customers to rapidly deploy their robotic solutions across diverse use cases and various market segments.

Configure & Download

Learn More

Documentation

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Core Components of Edge Software

Intel® Distribution of OpenVINO™ Toolkit

Optimize the performance of deep learning inferencing at the edge. Extend AI and computer vision workloads across multiple types of Intel hardware, including CPUs, GPUs, and VPUs.

EdgeX Foundry*

Use this common framework for data and communications between devices and applications at the IoT edge. Monitor physical world items, send instructions to them, and collect data from them for aggregation, analysis, and action.

Intel® Smart Edge Open

Build solutions optimized for the edge with this software toolkit. Built on Kubernetes*, it offers a customized set of cloud-native functions designed to meet the resource constraint, performance, and autonomy needs of edge platforms. 

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Edge Hardware and Devices

Hardware Icon

View recommended hardware and devices optimized for these software packages.


Recommended Hardware

Intel provides a growing portfolio of hardware for the edge. This list of hardware and devices have been lab tested to deliver optimized power and performance with Intel software packages.
 

View Hardware

 

Hardware Qualification

Original device and equipment manufacturers (ODMs and OEMs) can learn how to include devices in our recommended hardware program for the Edge Software Hub.

Learn More

Find Support

Intel® Edge Software Hub offers various types of support to assist you with building edge solutions.

Learn More

Product and Performance Information

1Intel is not endorsing or promoting any non-Intel brands mentioned on this website or the documentation.
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Intel technologies may require enabled hardware, software or service activation. // No product or component can be absolutely secure. // Your costs and results may vary. // Performance varies by use, configuration, and other factors. Learn more at intel.com/performanceindex. // See our complete legal Notices and Disclaimers. // Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See Intel’s Global Human Rights Principles. Intel’s products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.

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