DreamBooth Fine-Tuning Diffusion Models

Implementations and frameworks for personalizing diffusion models through DreamBooth fine-tuning on custom image sets. Does NOT include general model fine-tuning, LoRA training tools, or inference optimizations without subject personalization focus.

There are 24 dreambooth fine-tuning models tracked. 1 score above 50 (established tier). The highest-rated is TheLastBen/fast-stable-diffusion at 56/100 with 7,893 stars.

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#	Model	Score	Tier	Stars	Language
1	TheLastBen/fast-stable-diffusion fast-stable-diffusion + DreamBooth	56	Established	7,893	Python
2	XavierXiao/Dreambooth-Stable-Diffusion Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion	46	Emerging	7,744	Jupyter Notebook
3	VinAIResearch/Anti-DreamBooth Anti-DreamBooth: Protecting users from personalized text-to-image synthesis...	36	Emerging	267	Python
4	tixset/fast-DreamBooth 🎨 Оптимизированный ноутбук для Google Colab, позволяющий обучить модель...	32	Emerging	1	Jupyter Notebook
5	bits-bytes-nn/py-dreambooth Easily create your own AI avatar images!	31	Emerging	19	Python
6	zanilzanzan/DreamBooth This repository contains the implementation of DreamBooth with Stable...	30	Emerging	62	Jupyter Notebook
7	HemantKArya/HqStableDiffusionColab A High Quality (HD / 2K / 4K) Image Generation Using Stable Diffusion and...	30	Emerging	40	Jupyter Notebook
8	JiauZhang/hyperdreambooth Implementation of HyperDreamBooth: HyperNetworks for Fast Personalization of...	29	Experimental	175	Python
9	Victarry/stable-dreambooth Dreambooth implementation based on Stable Diffusion with minimal code.	28	Experimental	145	Python
10	FMXExpress/DreamBooth-Desktop-Client Windows, macOS, and Linux desktop client for fine tuning Dreambooth models...	27	Experimental	19	Pascal
11	satyajitghana/sdxl-dreambooth-finetune SDXL 1.0 DreamBooth Finetune with Diffusers	27	Experimental	8	Python
12	AlbertSuarez/dreambooth-stable-diffusion 🖼 Dreambooth example using my photos	27	Experimental	35	—
13	Hysocs/Aozora_SDXL_Training A highly memory-efficient layer-selective fine-tuning script for Stable...	26	Experimental	10	Python
14	lukassteinwender/avatair A pipeline to generate user-preferred photo-realistic avatars using...	26	Experimental	18	Python
15	tfernd/sd-fused A re-implementation of Stable-Diffusion using better code pratices with...	25	Experimental	45	Python
16	Luehrsen/sd_regularization_images Pre-Rendered Regularization Images fou use with fine-tuning, especially for...	24	Experimental	38	—
17	bababa14/fast-DreamBooth 🎨 Create a customized Stable Diffusion model in just 30 minutes using your...	23	Experimental	1	Jupyter Notebook
18	davide97l/stable_diffusion_dreambooth_inpainting Stable Diffusion Dreambooth Inpainting Finetuning	22	Experimental	67	Jupyter Notebook
19	NisaarAgharia/AI-Avatars This repository exploits a finely tuned Stable Diffusion model and the...	20	Experimental	36	Jupyter Notebook
20	Mountchicken/Structured_Dreambooth_LoRA Dreambooth (LoRA) with well-organized code structure. Naive adaptation from...	15	Experimental	17	Python
21	YueranCao2001/COSC-5455-Group-Project-Team7 A structured DreamBooth fine-tuning framework for Stable Diffusion, enabling...	11	Experimental	2	Python
22	midobal/sd-fine-tuning-practical-session This repo contains a Google Colab notebook to fine-tune Stable Diffussion...	11	Experimental	2	Jupyter Notebook
23	IVproger/GAI_course_project Service for stylized image generation via fine-tuning text-to-image...	11	Experimental	—	Jupyter Notebook
24	atmguille/guille-at-cmu My first day at CMU, according to Stable Diffusion	10	Experimental	1	Jupyter Notebook

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