Project Detail
- The IoT Edge custom module captures the live video stream, breaks it down into frames, and performs inference on the image data to determine if an incident has occurred.
- The custom module also uses Azure storage SDK methods or blob API to upload the raw video files to Azure Storage, which acts as a raw media store.
- The custom module sends the inferencing results and metadata to Azure IoT Hub, which acts as a central message hub for communications in both directions.
- Azure Logic Apps monitors IoT Hub for messages about incident events. Logic Apps routes inferencing results and metadata to Microsoft Dataverse for storage.
- When an incident occurs, Logic Apps sends SMS and e-mail notifications to the site engineer. The site engineer uses a mobile app based on Power Apps to acknowledge and resolve the incident.
https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/ai/end-to-end-smart-factory