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Integrating AI Image Generation into Web Apps

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Want to integrate image generation models into your JavaScript development workflow? Tune into this intermediate-level course and learn how to turn your ideas into high-resolution, photorealistic images with the power of AI. Instructor Sandy Ludosky covers methods for interacting with images provided by the OpenAI DALL·E 2 and DALL·E 3 models, focusing on creating original images from text prompts, editing and extending images, and generating variations of existing images. Sandy steps through how to use the Replicate API to run Stable Diffusion models, which are capable of generating photorealistic images from text inputs. She also provides hands-on exercises, challenging you to create an image gallery using React and generate videos from images using a research-only model.


01 - Introduction
  • 01 - Integrate AI image generation into web apps
  • 02 - What you should know
  • 03 - Tools and exercise files

  • 02 - 1. Learn to Generate and Manipulate Images with AI
  • 01 - Discovering the OpenAI API and other image generation models
  • 02 - Creating images from text
  • 03 - Creating and saving images
  • 04 - Editing images with a simple prompt
  • 05 - Creating variations from an existing image
  • 06 - Challenge Image generator and gallery
  • 07 - Solution part 1 Create new images
  • 08 - Solution part 2 Display images

  • 03 - 2. AI Art with the Replicate API and Stable Diffusion
  • 01 - Discover the Replicate API
  • 02 - Install the Replicate Node.js client library
  • 03 - Get an API key to run the model
  • 04 - Text-to-image Generate photo-realistic images
  • 05 - Image-to-image Generate new images from existing ones
  • 06 - Image-to-video Generate animated images

  • 04 - 3. LangChain Build Applications Powered by LLM and Image Models
  • 01 - Getting started with the LangChain framework
  • 02 - Define and structure instruction with ChatPromptTemplate
  • 03 - Create chains and combine components
  • 04 - Generate images with the Stable Diffusion model

  • 05 - 4. Understand Images with Vision
  • 01 - GPT-4 Vision and web apps
  • 02 - Processing and describing an image with GPT-4 Vision
  • 03 - GPT-4 Vision limitations and other considerations

  • 06 - Conclusion
  • 01 - Summary and next steps
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    تاریخ انتشار: 22 مرداد 1403
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