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Use-Cases & Application

Intel Solution Hub is designed to empower developers and businesses with the tools, resources, and support needed to innovate and excel in AI software development

Fast-Track Your AI Software

Fast-Track Your AI Software

Explore Intel’s software solutions with our Dev Kits and Recommended Systems for optimal hardware selection, and Testbed for real-world performance testing, ensuring robust, efficient, and deployment-ready solutions.

Edge AI Suites

Speed up the creation and advancement of AI solutions tailored to your industry using Edge AI Suites.​.

Retail AI Suites

Accelerate Hardware Decisions for Retail AI Workloads at the Edge

The Retail AI Suite is an open-source software framework designed to accelerate AI workload evaluation and hardware selection for point-of-sale use cases at the edge. It helps retail solution builders assess device configurations across Intel product generations to enhance decision-making and reduce the total cost of ownership. Key use case examples include:

Checkout/Self-Checkout: Product recognition (detection, classification, and tracking), full pipeline (product, weight, text, and barcode), age verification.

Loss Prevention: Fake scans, items in basket, multi-product identification, product switching, shopper behavior (obscuring/hiding an item), event video summation.

Order Accuracy: Order validation (product recognition), packing video summation.

Manufacturing AI Suites

Transforming Factory Operations with AI

The Manufacturing AI Suite empowers smart factories with responsive, scalable edge AI. With an open ecosystem, seamless integration with new and existing systems, and strong data privacy controls, it accelerates AI deployment on the factory floor. Optimized for Intel, it delivers real-time insights, enabling more efficient operations and an agile factory. The Manufacturing AI Suite helps you develop solutions for:

Production Workflow: Efficiency optimizations, product quality (detect anomalies, defects, or variations).

Workplace Safety: AI-based safety insights to help reduce risks.

Real-Time Insights: Improve the production process (local data processing, integration with existing manufacturing execution systems, tracking defect rates, identifying trends).

Automation: Correct problems almost immediately (instant alerts, implementation of corrective actions)

Metro AI Suites

Augment Smart City Operations with Cost-Efficient AI

Accurate counts are essential for various applications, including event venue and traffic analysis, building occupancy management, and public safety solutions. Metro AI Suite helps organizations build applications to meet their needs for such sophisticated safety, security, and smart city use cases that can offer:

Rapid Solution Development: Reference software for GenAI and Visual AI use cases (advanced video search, video summarization, natural language search, live video analysis, live avatar interaction, intersection management, smart parking and smart tolling).

Easy Platform Sizing and Hardware Evaluation: Benchmarks and flexible AI Edge System options to meet various performance, power, and form factor needs.

Cost-Efficient AI Performance: Modular, open and free libraries, tools, and microservices to maximize AI and video performance on Intel® AI Edge Systems (visual and deep learning optimization, media processing acceleration, edge server video analytics, ARM to Intel conversion, sensor fusion-enabled traffic management).

Media & Entertainment AI Suite

Optimize Video Resolution and Streams with AI

Leverage the Media & Entertainment AI Suite to enhance user experience, lower production costs, and increase return on investment by improving content resolution. These AI tools help optimize bandwidth for high-quality video streams with:

Improved User Experience: Open-source software with pre-trained AI models and pre-configured containers that are optimized for Intel hardware to deliver quality experience to users (high-quality video, expanded video catalog offerings).

Cost Savings: Easily integrated into pre-existing workflows, reduced video bit rate (lower transmission and storage costs).

Flexible Delivery: Enhanced streaming codec compatibility and flexible integrations with cloud and edge infrastructure and orchestration platforms for improved content delivery to target users.

Software Development Platforms

Developer Kits

These kits offer a starting point for developers, providing the necessary hardware and software resources to kickstart AI projects. They are designed to streamline the development process and accelerate time-to-market. Learn more

Developer Kit Reference Scripts ​

Developer Kit Reference Scripts are pre-validated and verified scripts crafted to assist software developers in installing the essential drivers, libraries, and tools for their development kits. To Enable our Developer Kits, click here.​

Software Technical Resources

Explore our Software Development Platform: Dev Kits for quick starts, AI Tuning Tools and software guides to fast track your solution development.

White Paper
Optimization of Model Load Time using Model Caching Capability in Intel® Distribution of OpenVINO™ Toolkit

Optimization of Model Load Time using Model...

Last Updated: Mar 24, 2025

  This document presents the BKM for reducing the mode load time by enabling model caching in Intel® Distribution of OpenVINO™ Toolkit. The...

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White Paper
Improving Performance of Optical Character Recognition with PaddleOCR using Intel® Distribution of OpenVINO™ Toolkit White Paper

Improving Performance of Optical Character...

Last Updated: Mar 24, 2025

  The Optical Character Recognition (OCR) involves two stages: text detection and text recognition, to decode the text in the input image. This...

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White Paper
Accelerating Throughput with Optimized YOLOv7

Accelerating Throughput with Optimized YOLOv7

Last Updated: Mar 24, 2025

  This document presents the BKMs for optimizing and quantizing YOLOv7 model using Intel® Distribution of OpenVINO™ Toolkit. The object detection...

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Smart Parking Application Demo Video

Smart Parking Application Demo Video

Last Updated: Apr 06, 2024

A demo video about an AI-based solution to monitor individual car parking spaces and their occupancy statuses in a car park.

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White Paper
Optimizing Large Language Models with the OpenVINO™ Toolkit

Optimizing Large Language Models with the...

Last Updated: Mar 24, 2025

  Large language models (LLMs) have enabled breakthroughs in natural language understanding, conversational AI, and diverse applications such as text...

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White Paper
Generative AI with OpenVINO™ toolkit

Generative AI with OpenVINO™ toolkit

Last Updated: Mar 24, 2025

  The OpenVINO Generative AI White Paper explores how Intel’s OpenVINO toolkit enhances the performance of Generative AI models on Intel hardware,...

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White Paper
Containerization of Retail Solution with WSL

Containerization of Retail Solution with WSL

Last Updated: Mar 24, 2025

  In the era for multi-workloads consolidations, customers need both agile resource allocation and ensure improved security. These requirements are to...

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White Paper
Intel Smart Factory Solution Using Private 5G and AI Workloads on Network Edge

Intel Smart Factory Solution Using Private 5G and...

Last Updated: Mar 24, 2025

  Manufacturing in the US is on the rise to satisfy the consumer demand and to mitigate the geopolitical risks. Semiconductor manufacturing industry...

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Edge AI & Network Testbed

By simulating real-world conditions, the testbed allows you to visualize how your AI and networking applications will perform in practice, helping you identify potential improvements and optimizations. This comprehensive evaluation process ensures that your solutions are robust, efficient, and ready for deployment, ultimately enhancing the reliability and success of your projects.

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Edge AI Systems Testbed

Access our environment furnished with entry, mainstream and scalable Edge AI systems with the following ingredients .

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Network Systems Testbed

Access our environment furnished with the latest products that Empowers Networking Security and 5G Applications.

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Support

 Access expert guidance, troubleshooting, and updates to optimize your Intel software experience and ensure seamless performance.

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Premium Enabling Support​

 Provides comprehensive support for Edge Al and Intel technologies, delivered by global professional technical experts.

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Community Support​

 A repository of resources, community members can easily access and contribute to a collective knowledge base. Here developers can share or contribute on best practices and troubleshooting tips among users.

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