---
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


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## Object Customization using Textual Inversion


![TextualInversion Object image](https://github.com/azad-academy/personalized-diffusion/raw/main/ti-object.jpg)

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## Object Customization using DreamBooth



![DreamBooth Object image](https://github.com/azad-academy/personalized-diffusion/raw/main/dreambooth.jpg)

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## Style Capture & Generation using TextualInversion


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![TextualInversion Styles image](https://github.com/azad-academy/personalized-diffusion/raw/main/style-images.jpg) 

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## Style/Pose Transfer using TextualInversion


![TextualInversion Styles image](https://github.com/azad-academy/personalized-diffusion/raw/main/ti-styles.jpg) 

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# Code

https://www.github.com/azad-academy/personalized-diffusion