YoVDO

Integrating AI Image Generation into Web Apps

Offered By: LinkedIn Learning

Tags

Web Development Courses Javascript Courses Stable Diffusion Courses DALL-E Courses LangChain Courses Image Manipulation Courses AI Image Generation Courses

Course Description

Overview

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Create high-resolution, photorealistic images with the power of AI. Discover how to integrate DALLĀ·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
1. Learn to Generate and Manipulate Images with AI
  • 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
2. AI Art with the Replicate API and Stable Diffusion
  • 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
3. LangChain: Build Applications Powered by LLM and Image Models
  • Getting started with the LangChain framework
  • Define and structure instruction with ChatPromptTemplate
  • Create chains and combine components
  • Generate images with the Stable Diffusion model
4. Understand Images with Vision
  • GPT-4 Vision and web apps
  • Processing and describing an image with GPT-4 Vision
  • GPT-4 Vision limitations and other considerations
Conclusion
  • Summary and next steps

Taught by

Sandy Ludosky

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