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Microsoft

Develop computer vision solutions with Microsoft Foundry

Microsoft via Microsoft Learn

Overview

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  • A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.

    After completing this module, you'll be able to:

    • Deploy a vision-enabled generative AI model in Microsoft Foundry.
    • Test an image-based prompt in the chat playground.
    • Create a chat app that submits image-based prompts.
  • Use models in Microsoft Foundry to generate images

    After completing this module, you'll be able to:

    • Describe the capabilities of image generation models
    • Use the Images playground in Microsoft Foundry portal
    • Integrate image generation models into your apps
  • Learn how to generate videos from text prompts with Sora 2 in Microsoft Foundry.

    After completing this module, you'll be able to:

    • Deploy a video-generating AI model in Microsoft Foundry.
    • Test a video-based prompt in the chat playground.
    • Use the Azure OpenAI SDK to generate and remix videos in Python.
  • Learn how to analyze images with Azure Content Understanding.

    After completing this module, you'll be able to:

    • Deploy a content-understanding AI model in Microsoft Foundry.
    • Test an image-based prompt in the chat playground.
    • Use the Azure OpenAI SDK to analyze images in Python.

Syllabus

  • Develop a vision-enabled generative AI application
    • Introduction
    • Deploy a multimodal model
    • Develop a vision-based chat app
    • Exercise - Develop a vision-enabled chat app
    • Module assessment
    • Summary
  • Generate images with AI
    • Introduction
    • What are image-generation models?
    • Explore image-generation models in Microsoft Foundry portal
    • Create a client application that uses an image generation model
    • Exercise - Generate images with AI
    • Module assessment
    • Summary
  • Generate videos with Microsoft Foundry
    • Introduction
    • Deploy a video generating model
    • Generate video from a prompt
    • Generate video in Python
    • Exercise - Generate video with Sora 2 in Microsoft Foundry
    • Module assessment
    • Summary
  • Analyze images with Content Understanding
    • Introduction
    • What is Content Understanding?
    • Analyze images with Content Understanding
    • Exercise - Analyze images with Content Understanding
    • Module assessment
    • Summary

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