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.

Some of these components are available as git submodules, and can be fetched with git submodule update --init --recursive

Key components of the Edge AI Libraries:

Component	Category	More Information
Anomalib	Library	Documentation, API Reference
Dataset Management Framework (Datumaro)*	Library	Documentation, API Reference
Deep Learning Streamer	Library	Documentation, API Reference
ECAT EnableKit	Library	Documentation, API Reference
EtherCAT Masterstack w/Intel silicon support	Library	Documentation, API Reference
FLANN optimized with oneAPI DPC++	Library	Documentation, API Reference
Intel® Geti™ SDK	Library	Documentation, API Reference
OpenVINO™ toolkit	Library	Documentation, API Reference
OpenVINO™ Training Extensions	Library	Documentation, API Reference
OpenVINO™ Model API	Library	Documentation, API Reference
Audio Analyzer	Microservice	Documentation, API Reference
ORB Extractor	Library	Documentation, API Reference
PCL optimized with oneAPI DPC++	Library	Documentation
PLCopen Servo	Library	Documentation
Real-time Data Agent	Library	Documentation, API Reference
RTmotion	Library	Documentation, API Reference
Deep Learning Streamer Pipeline Server	Microservice	Documentation, API Reference
Document Ingestion	Microservice	Documentation, API Reference
Model Registry	Microservice	Documentation, API Reference
Multimodal Embedding Serving	Microservice	Documentation, API Reference
Time Series Analytics Microservice	Microservice	Documentation, API Reference
Vector Retriever (with Milvus)	Microservice	Documentation, API Reference
Visual-Data Preparation for Retrieval (with Milvus)	Microservice	Documentation, API Reference
Visual-Data Preparation for Retrieval (with VDMS)	Microservice	Documentation, API Reference
VLM Inference Serving	Microservice	Documentation
Intel® Geti™*	Tool	Documentation, Product Page
Intel® SceneScape*	Tool	Documentation, Docs
Visual Pipeline and Platform Evaluation Tool	Tool	Documentation, Build instructions
Chat Question and Answer	Sample Application	Documentation, Build instructions
Chat Question and Answer Core	Sample Application	Documentation, Build instructions
Document Summarization	Sample Application	Documentation, Build instructions
PLCopen Benchmark	Sample Application	README
PLCopen Databus	Sample Application	README
Video Search and Summarization	Sample Application	Documentation, Build instructions
Optimized Isolation Forest Classifier Training and Inference Microservice	Microservice	Documentation
Optimizied Random Forest Training and Inference Microservice	Microservice	Documentation
Video Chunking Utils	Library	Documentation

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

Visit each library, microservice, tool, or sample sub-directory for the respective Getting Started, Build instructions and Development guides.

More Sample Applications

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