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personalized-diffusion

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Computer Vision
Machine Learning
Deep Learning
Diffusion Models
Stable Diffusion
Texual Inversion
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personalized-diffusion
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---
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