readme: ---
  language: en
  tags:
  - Computer Vision
  - Machine Learning
  - Deep Learning
  - Diffusion Models
  - Stable Diffusion
  - Texual Inversion
  ---
  
  # Beyond Diffusion: What is Personalized Image Generation and How Can You Customize Image Synthesis?
  
  ![Personalized Diffusion Image](https://github.com/azad-academy/personalized-diffusion/raw/main/cover.jpg)
  
  This set of models has been used in the following article:
  
  On Medium:
  
  https://azad-wolf.medium.com/beyond-diffusion-what-is-personalized-image-generation-and-how-can-you-customize-image-synthesis-26a89d5b335
  
  On Substack:
  
  https://azadwolf.substack.com/p/beyond-diffusion-what-is-personalized
  
  
  <br/><br/><br/>
  
  
  ## Object Customization using Textual Inversion
  
  
  ![TextualInversion Object image](https://github.com/azad-academy/personalized-diffusion/raw/main/ti-object.jpg)
  
  <br/><br/>
  ## Object Customization using DreamBooth
  
  
  
  ![DreamBooth Object image](https://github.com/azad-academy/personalized-diffusion/raw/main/dreambooth.jpg)
  
  <br/><br/>
  ## Style Capture & Generation using TextualInversion
  
  
  <br/><br/>
  ![TextualInversion Styles image](https://github.com/azad-academy/personalized-diffusion/raw/main/style-images.jpg) 
  
  <br/><br/>
  ## Style/Pose Transfer using TextualInversion
  
  
  ![TextualInversion Styles image](https://github.com/azad-academy/personalized-diffusion/raw/main/ti-styles.jpg) 
  
  <br/><br/>
  
  # Code
  
  https://www.github.com/azad-academy/personalized-diffusion
  
  
  