Integrating AI Image Generation into Web Apps
Offered By: LinkedIn Learning
Course Description
Overview
Create high-resolution, photorealistic images with the power of AI. Discover how to integrate DALL·E and other image generation models into your JavaScript development workflow.
Syllabus
Introduction
- Integrate AI image generation into web apps
- What you should know
- Tools and exercise files
- Discovering the OpenAI API and other image generation models
- Creating images from text
- Creating and saving images
- Editing images with a simple prompt
- Creating variations from an existing image
- Challenge: Image generator and gallery
- Solution part 1: Create new images
- Solution part 2: Display images
- Discover the Replicate API
- Install the Replicate Node.js client library
- Get an API key to run the model
- Text-to-image: Generate photo-realistic images
- Image-to-image: Generate new images from existing ones
- Image-to-video: Generate animated images
- Getting started with the LangChain framework
- Define and structure instruction with ChatPromptTemplate
- Create chains and combine components
- Generate images with the Stable Diffusion model
- GPT-4 Vision and web apps
- Processing and describing an image with GPT-4 Vision
- GPT-4 Vision limitations and other considerations
- Summary and next steps
Taught by
Sandy Ludosky
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