Creative Generative AI Workshop with Amazon Bedrock & ComfyUI

temporary workshop guide to deep-dive into some neat generative AI topics.

Table of Contents

• Getting Started
• 1 - Amazon Bedrock Introduction
  • What is Amazon Bedrock
  • Enable Amazon Bedrock Model Access
  • Titan Image Generation
    • Image Variation
    • Image Remove Object
    • Image Replace Object
    • Image Remove Background
  • Stable Diffusion Models
    • SDXL
    • SD3Large
    • StableImageCore
    • StableImageUltra
• 2 - ComfyUI Basics
  • What is ComfyUI
  • ComfyUI Interface
  • Basic Workflow
  • Amazon Bedrock Integration Workflows
• 3 - Building Workflows
  • Text to Image
  • Upscaling Images
  • Image to Image
  • Inpainting
  • Style Transfer
  • Advanced Workflows
    • IP-Adapter
    • Face Swap Avatar
    • Batch Text to Video
    • Image to Video Morph
  • QR Code Art Blending
  • Temporary Workflows
• 4 - Full Stack Avatar App
• 5 - Advanced Features
• 6 - Wrap Up

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Creative generative AI Workshop

Welcome to this hands-on workshop where you'll explore the exciting world of generative AI using Amazon Bedrock and ComfyUI. In this workshop, you'll learn how to create, manipulate, and automate image generation using state-of-the-art AI models.

What you will learn

Throughout this workshop, you'll gain hands-on experience with:

• Creating custom images using Amazon Bedrock's AI models (Titan Image Generator and Stable Diffusion)
• Building and automating image generation workflows with ComfyUI
• Developing a full-stack AI Avatar generation application
• Working with advanced models like Flux and Stable Diffusion 3

Who is this workshop for?

This workshop is ideal for:

• Software developers with interest in image / video generation
• Game designer / developer
• Digital artists and designers
• Tech and generative AI enthusiasts

No prior experience with AI or AWS is required.

Technical requirements

• A laptop with internet access
• Web browser (Chrome/Firefox recommended)
• AWS Account (instructions provided in setup)

Note: This workshop involves some hands-on activities and cloud resource usage. Tablets and mobile devices are not suitable for completing the exercises.

Time to complete

Estimated time: 2-3 hours

Let's start exploring the creative possibilities of generative AI! Let's :link[Get Started]{href="/0-getting-started"}!

What content you can expect