Building Image and Vision Generative AI Solutions on Azure

Overview

Learn the essential aspects of developing applications using Generative AI vision and image generation models. You'll leverage Azure's robust tools to create and manage image and vision AI solutions. By the end of your journey, you'll be skilled at designing, implementing, and refining generative AI applications that integrate vision and image generation models, equipping you with the expertise to advance in the field of AI-driven image processing.

Syllabus

Introduction to Azure Generative AI Image and Vision Services

Explore Azure AI's Vision services—learn to deploy models and understand generative AI's role in image analysis and creation using tools like GPT-4 Turbo and DALL-E.

GPT Vision

Discover GPT Vision and its multimodal AI prowess, explore text and image processing, quiz yourself, and apply prompting techniques to create powerful AI-driven solutions.

DALL-E

Explore DALL-E, OpenAI's tool that turns text into images. Learn image generation, prompt crafting, applications, and ethical issues in AI-driven creativity.

Image and Vision Generative AI Workflows

Explore how DALL-E and GPT Vision streamline GenAI workflows in e-commerce, design, marketing, and creative storytelling using Azure OpenAI's capabilities.

Project: Customer Complaint Classification Solution

Build an AI pipeline that transcribes audio complaints, generates visual representations, describes and annotates images, and categorizes complaints, automating customer support classification.