Manufacturing AI Suite#

Edge AI Suites are collections of open, industry-specific AI software development kits (SDKs), microservices, and sample applications for independent software vendors (ISVs), system integrators and solution builders.

Manufacturing AI Suite is a comprehensive toolkit to build, deploy, and scale AI applications for industrial environments. It includes tools and software for AI acceleration, such as IoT protocol support (MQTT/OPC UA), accelerated libraries for data analytics, and system software for multi-interface cameras.

Manufacturing AI Suite Samples#

HMI Augmented Worker

RAG-enabled HMI application deployed on Type-2 hypervisors.

./edge-ai-suites/ai-suite-manufacturing/hmi-augmented-worker/index.html
Wind Turbine Anomaly Detection

Detect anomalous power generation patterns in wind turbines.

./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/wind-turbine-anomaly-detection/index.html
Weld Anomaly Detection

AI-driven analytics enable edge devices to monitor weld quality.

./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/weld-anomaly-detection/index.html
Wind Turbine Anomaly Detection

Identify defects in manufacturing environments by analyzing both image and time series sensor data.

./edge-ai-suites/ai-suite-manufacturing/industrial-edge-insights-time-series/wind-turbine-anomaly-detection/index.html

Software Development#

DL Streamer

Open-source streaming media analytics framework based on GStreamer.

DL Streamer Pipeline Server

Python-based, interoperable containerized microservice for development and deployment of video analytics pipelines.

OpenVINO

Open-source toolkit for deploying performant AI solutions on-prem, in the cloud, and on the edge.

OpenVINO Model Server

Solution for hosting AI models and providing them to software components over standard network protocols.