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Generative AI Imaging Tools for Developers

Generative AI Imaging Tools for Developers

54mIntermediate2024-11-24

Authors

Ronnie Sheer

Ronnie Sheer

Software Developer and Instructor

Course details

Consumers and businesses across the world are increasingly recognizing the power of AI imaging systems like DALL-E. But how do you successfully integrate these tools into your everyday workflow if you’re a developer or a software architect? In this hands-on course, instructor Ronnie Sheer covers the essentials of incorporating AI image generation into professional applications. Explore ways to leverage some of today’s most-talked-about imaging tools and open-source APIs, including how to set up and run DALL-E, the Stability AI API, and Stable Diffusion on Google Colab. Test out your new skills along the way in the interactive exercises at the end of each section. This course requires basic proficiency in programming and application development, and previous experience with Python is a plus.

Learning objectives
Incorporate AI image generation into a variety of applications.
Set up and run a development environment with open-source AI tools and APIs, including DALL-E, the Stability AI API, and Stable Diffusion on Google Colab.
Assess which text-to-image components best suit the needs of a given project.

Skills covered

Stable DiffusionDALL-EArtificial Intelligence for DesignOpenAIAI Productivity ToolsVideoPhotographyGraphic DesignAnimation and IllustrationBusiness Software and ToolsOne-Off

Concepts

0. Introduction

  • 01 - AI image generation tools for developers
  • 02 - What you should know
  • 03 - What will be built
  • 04 - The image generation API landscape
  • 05 - Warning - Use responsibly

1. DALL-E

  • 06 - DALL-E API setup
  • 07 - DALL-E API basics
  • 08 - Prompt design
  • 09 - Challenge - Sticker generator
  • 10 - Solution - Sticker generator

2. DALL-E Advanced Techniques

  • 11 - Enhancing prompts with text-to-text models
  • 12 - Adding modification
  • 13 - Variations
  • 14 - Challenge - Meetup invite designer
  • 15 - Solution - Meetup invite designer

3. Stable Diffusion

  • 16 - Open-source AI
  • 17 - Stability s API platform
  • 18 - Running Stable Diffusion on Google Colab
  • 19 - Challenge - Conference booth design
  • 20 - Solution - Conference booth design

Conclusion

  • 21 - Continuing your AI engineering journey

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