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personalized-diffusion

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Machine Learning

Diffusion Models

Stable Diffusion

Texual Inversion

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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