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 27 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...	43	Emerging	267	Python
4	bits-bytes-nn/py-dreambooth Easily create your own AI avatar images!	38	Emerging	19	Python
5	HemantKArya/HqStableDiffusionColab A High Quality (HD / 2K / 4K) Image Generation Using Stable Diffusion and...	37	Emerging	40	Jupyter Notebook
6	zanilzanzan/DreamBooth This repository contains the implementation of DreamBooth with Stable...	37	Emerging	62	Jupyter Notebook
7	JiauZhang/hyperdreambooth Implementation of HyperDreamBooth: HyperNetworks for Fast Personalization of...	36	Emerging	175	Python
8	Victarry/stable-dreambooth Dreambooth implementation based on Stable Diffusion with minimal code.	35	Emerging	145	Python
9	AlbertSuarez/dreambooth-stable-diffusion 🖼 Dreambooth example using my photos	34	Emerging	35	—
10	FMXExpress/DreamBooth-Desktop-Client Windows, macOS, and Linux desktop client for fine tuning Dreambooth models...	34	Emerging	19	Pascal
11	satyajitghana/sdxl-dreambooth-finetune SDXL 1.0 DreamBooth Finetune with Diffusers	34	Emerging	8	Python
12	lukassteinwender/avatair A pipeline to generate user-preferred photo-realistic avatars using...	33	Emerging	18	Python
13	tfernd/sd-fused A re-implementation of Stable-Diffusion using better code pratices with...	32	Emerging	45	Python
14	tixset/fast-DreamBooth 🎨 Оптимизированный ноутбук для Google Colab, позволяющий обучить модель...	32	Emerging	1	Jupyter Notebook
15	Hysocs/Aozora_SDXL_Training A highly memory-efficient layer-selective fine-tuning script for Stable...	32	Emerging	10	Python
16	Luehrsen/sd_regularization_images Pre-Rendered Regularization Images fou use with fine-tuning, especially for...	31	Emerging	38	—
17	davide97l/stable_diffusion_dreambooth_inpainting Stable Diffusion Dreambooth Inpainting Finetuning	29	Experimental	67	Jupyter Notebook
18	NisaarAgharia/AI-Avatars This repository exploits a finely tuned Stable Diffusion model and the...	27	Experimental	36	Jupyter Notebook
19	bababa14/fast-DreamBooth 🎨 Create a customized Stable Diffusion model in just 30 minutes using your...	23	Experimental	1	Jupyter Notebook
20	Mountchicken/Structured_Dreambooth_LoRA Dreambooth (LoRA) with well-organized code structure. Naive adaptation from...	22	Experimental	17	Python
21	midobal/sd-fine-tuning-practical-session This repo contains a Google Colab notebook to fine-tune Stable Diffussion...	18	Experimental	2	Jupyter Notebook
22	YueranCao2001/COSC-5455-Group-Project-Team7 A structured DreamBooth fine-tuning framework for Stable Diffusion, enabling...	18	Experimental	2	Python
23	atmguille/guille-at-cmu My first day at CMU, according to Stable Diffusion	17	Experimental	1	Jupyter Notebook
24	Oksitaine/Dreambooth-REPLICATE Training model with DREAMBOOTH	12	Experimental	8	JavaScript
25	PRITHIVSAKTHIUR/Gen-Vision Multiple Conditioned Image Generation, SDXL, Low-rank adaptation Refined	11	Experimental	4	Jupyter Notebook
26	IVproger/GAI_course_project Service for stylized image generation via fine-tuning text-to-image...	11	Experimental	—	Jupyter Notebook
27	vinnik-dmitry07/furniture-generation Finetuning Stable Diffusion v2.1 to generate aesthetic furniture	10	Experimental	2	Jupyter Notebook

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