The Weld Data Simulator module in the Multimodal weld defect detection sample app uses the sets of time synchronized .avi and .csv files, subset of test dataset coming from Intel_Robotic_Welding_Multimodal_Dataset.
It ingests the .avi files as RTSP streams via the mediamtx server. This enables real-time video ingestion, simulating camera feeds for weld defect detection.
Similarly, it ingests the .csv files as data points into Telegraf using the MQTT protocol.
The Fusion Analytics module in the Multimodal weld defect detection sample app subscribes to the MQTT topics coming out of DL Streamer Pipeline Server and Time Series Analytics Microservice, applies AND/OR logic to determine the anomalies during weld process, publishes the results over MQTT and writes the results as a measurement/table in InfluxDB
Note: The tags suffixed with
-weeklyand-rcXare developmental builds, may not be stable.
For more details on deployment, refer to the documentation.
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