**DreamBooth** is an open-source deep learning framework that fine-tunes pre-trained text-to-image models (like Stable Diffusion) to generate customized images of specific subjects or concepts. It enables developers and researchers to create personalized image generation pipelines for people, objects, and styles, providing modular and extensible solutions for customized AI-generated visuals.

Features of DreamBooth:

• Supports fine-tuning of pre-trained text-to-image models with a few reference images.
• Enables end-to-end personalized image generation pipelines combining subject modeling and style adaptation.
• Works with Python and PyTorch, supporting both CPU and GPU environments.
• Includes pre-trained base models and sample datasets for testing custom image generation.
• Modular, extensible, and widely used in AI research, personalized content creation, and digital art.

To check the installed version of DreamBooth in your environment:

 $ sudo su 
$ sudo apt update 
$ source /opt/mmocr-env/bin/activate 
$ pip show mmocr
 

Disclaimer: DreamBooth is developed to personalize pre-trained image generation models. The quality of results depends on the reference images and proper configuration. Always refer to the official repository or documentation for the most accurate and up-to-date information.