Azure AI Engineer Associate

You must extract printed and handwritten text from scanned documents and photos. Which Azure AI Vision capability should you use?

A manufacturer must detect and locate specific defects in product photos using their own labeled images. Which service and project type should they use?

You need to generate human-readable descriptions and tags for arbitrary images without training a model. Which capability provides this out of the box?

An identity-verification feature must detect faces and compare whether two images are the same person. Which service provides face detection and verification?

After training a Custom Vision model, an app must send images to the trained model for predictions. Which resource key/endpoint must the app call?

A retailer wants to read product barcodes and detect brand logos in shelf photos. Which Azure AI Vision features support these?

To improve a Custom Vision model whose accuracy is low, which action is most appropriate?

A video system must detect the presence and movement of people in a physical space for occupancy analytics, respecting privacy. Which Azure AI Vision capability targets this?

Which endpoint operation returns bounding-box coordinates in addition to a label for each detected item in an image?

You must run a Vision container on-premises for data-residency reasons while still billing through Azure. What is required to use Azure AI services containers?