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Computer Vision in Azure

Azure AI Vision supports multiple image analysis capabilities, including:

  • Optical character recognition (OCR) - Azure AI Vision service can use optical character recognition (OCR) capabilities to detect text in images (for example, text from Newspaper)
  • Generating captions and descriptions of images - "A man jumping on a skateboard"
  • Detection of thousands of common objects in images - "Skateboard (90.40%), Person (95.5%)"
  • Tagging visual features in images - sport (99.60%), person (99.56%), footwear (98.05%), skating (96.27%), boardsport (95.58%)
  • Object Detection - detect objects presented on the image

Azure Vision. Face Recognition. Azure AI Face

image

  • Azure AI Face can detect faces that are partially obscured. But it works not ideally:
image

Custom Vision

Lab. Build an object detector with Custom Vision

https://learn.microsoft.com/en-us/azure/ai-services/custom-vision-service/get-started-build-detector