Track wild polar bears with AI

Data Scientist
Power BI

Detect and track polar bears through photos using AI, and then use Power BI to show on a map where an array of virtual cameras spots polar bears.

Learning objectives

In this module, you will:

  • Create an Azure Storage account
  • Deploy virtual cameras that upload wildlife photos to the storage account
  • Train a machine learning model to detect polar bears in photos
  • Write a function app in Azure Functions to invoke the machine learning model
  • Use Azure SQL Database to capture output from the function app in a SQL database
  • Connect Power BI to the SQL Database
  • Create a Power BI report that shows on a live map where cameras spot polar bears