Dreambooth-Stable-Diffusion

Image generator

A tool that uses AI to generate images based on text descriptions and training data.

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

GitHub

3k stars
40 watching
554 forks
Language: Jupyter Notebook
last commit: 11 months ago
Linked from 1 awesome list

aiartificial-intelligenceimage-generationimg2imglatent-diffusionmachine-learningmodel-trainingstable-diffusiontxt2img

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
thelastben/fast-stable-diffusion An implementation of Stable Diffusion using the DreamBooth architecture and Paperspace's A1111 framework. 7,583
carson-katri/dream-textures A Python-based add-on for Blender that integrates Stable Diffusion for generating textures and other assets with text prompts. 7,873
huggingface/diffusers A PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures 26,676
ashawkey/stable-dreamfusion Generates 3D content from text using a combination of neural networks and image synthesis. 8,351
nateraw/stable-diffusion-videos Generates videos by manipulating the latent space of Stable Diffusion to create morphing sequences from text prompts. 4,470
ai-forever/kandinsky-2 A multilingual text2image latent diffusion model with improved aesthetics and controllability 2,774
alembics/disco-diffusion A tool for generating AI art and animations using diffusion-based models 7,475
jina-ai/dalle-flow An interactive workflow for generating high-definition images from text prompts using a human-in-the-loop approach 2,837
furkangozukara/stable-diffusion Tutorials and guides for advanced techniques in using the Stable Diffusion model for image and video generation 2,169
stability-ai/stablediffusion A software project that enables high-resolution image synthesis through a specific type of generative model using latent diffusion processes. 39,501
lucidrains/dalle2-pytorch An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch 11,184
eleutherai/gpt-neox Provides a framework for training large-scale language models on GPUs with advanced features and optimizations. 6,997
compvis/stable-diffusion A text-to-image model trained on images and text prompts using a diffusion process 68,750
cumulo-autumn/streamdiffusion A pipeline-level solution for real-time interactive image generation using advanced diffusion techniques 9,801
automatic1111/stable-diffusion-webui A web interface for Stable Diffusion, providing an intuitive and interactive experience for generating images through various models and parameters. 144,342