Develop computer vision solutions with Microsoft Foundry

Overview

Use models in Microsoft Foundry to generate imagesAfter 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.

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.

Syllabus

• Generate images with AIIntroductionWhat are image-generation models?Explore image-generation models in Microsoft Foundry portalCreate a client application that uses an image generation modelExercise - Generate images with AIModule assessmentSummary
• Generate videos with Microsoft FoundryIntroductionDeploy a video generating modelGenerate video from a promptGenerate video in PythonExercise - Generate video with Sora 2 in Microsoft FoundryModule assessmentSummary
• Analyze images with Content UnderstandingIntroductionWhat is Content Understanding?Analyze images with Content UnderstandingExercise - Analyze images with Content UnderstandingModule assessmentSummary
• Develop a vision-enabled generative AI applicationIntroductionDeploy a multimodal modelDevelop a vision-based chat appExercise - Develop a vision-enabled chat appModule assessmentSummary

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Subjects

Artificial Intelligence