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Performance optimized libraries, microservices, and tools to support the development of Edge AI applications.

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Edge-AI-Libraries

Overview

The Edge AI Libraries project hosts a collection of libraries, microservices, and tools for Edge application development. This project also includes sample applications to showcase the generic AI use cases.

Key components of the Edge AI Libraries:

Component Category Get Started Developers Docs
Anomalib Library Link API Reference
Dataset Management Framework (Datumaro)* Library Link API Reference
Deep Learning Streamer Library Link API Reference
Intel® Geti™ SDK Library Link API Reference
OpenVINO™ toolkit Library Link API Reference
OpenVINO™ Training Extensions Library Link API Reference
OpenVINO™ Model API Library Link API Reference
Audio Analyzer Microservice Link API Reference
Deep Learning Streamer Pipeline Server Microservice Link API Reference
Document Ingestion Microservice Link API Reference
Model Registry Microservice Link API Reference
Multimodal Embedding Serving Microservice Link API Reference
Time Series Analytics Microservice Microservice Link Usage
Vector Retriever (with Milvus) Microservice Link API Reference
Visual-Data Preparation for Retrieval (with Milvus) Microservice Link API Reference
Visual-Data Preparation for Retrieval (with VDMS) Microservice Link API Reference
VLM Inference Serving Microservice Link Usage
Intel® Geti™* Tool Link Docs
Intel® SceneScape* Tool Link Docs
Visual Pipeline and Platform Evaluation Tool Tool Link Build instructions
Chat Question and Answer Sample Application Link Build instructions
Chat Question and Answer Core Sample Application Link Build instructions
Video Search and Summarization Sample Application Link Build instructions

Intel, the Intel logo, OpenVINO, and the OpenVINO logo are trademarks of Intel Corporation or its subsidiaries.

Please visit each library/microservice/tool/sample sub-directory for respective Getting Started, Build instructions and Development guides.

More Sample Applications

Please visit the Edge AI Suites project for a broader set of sample applications targeted at specific industry segments.

Contribute

To learn how to contribute to the project, see CONTRIBUTING.md.

Community and Support

For support, please submit your bug report and feature request to Github Issues.

License

The Edge AI Libraries project is licensed under the APACHE 2.0 license, except for the following components:

Component License
Dataset Management Framework (Datumaro) MIT License
Intel® Geti™ Limited Edge Software Distribution License
Intel® SceneScape Limited Edge Software Distribution License

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