Project Detail
- The Custom Vision AI Dev Kit gets a configuration from IoT Hub, which installs the IoT Edge Runtime and an ML model.
- If the model sees a person, it takes a picture and uploads it to Azure Stack Hub blob storage.
- The blob service triggers an Azure Function on Azure Stack Hub.
- The Azure Function calls a container with the Face API, to get demographic and emotion data from the image.
- The data is anonymized and sent to an Azure Event Hubs cluster.
- The Event Hubs cluster pushes the data to Stream Analytics.
Stream Analytics aggregates the data and pushes it to Power BI. Power BI provides an easy-to-use dashboard interface for viewing the output from Azure Stream Analytics.
https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/hybrid-footfall-detection