Jupyter Notebook stable-diffusion

Open-source Jupyter Notebook projects categorized as stable-diffusion
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Topics: image-generation Colab diffusion-models AI Deep Learning
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Top 23 Jupyter Notebook stable-diffusion Projects

  • stable-diffusion-webui-colab

    stable diffusion webui colab

    • Project mention: Stable-Diffusion-Webui-Colab | news.ycombinator.com | 2023-07-24

  • paper2gui

    Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • Dreambooth-Stable-Diffusion

    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

    • Project mention: Where can I train my own LoRA? | /r/StableDiffusionInfo | 2023-06-21

  • lora

    Using Low-rank adaptation to quickly fine-tune diffusion models. (by cloneofsimo)

    • Project mention: You can now train a 70B language model at home | news.ycombinator.com | 2024-03-07

    Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora

  • web-stable-diffusion

    Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

    • Project mention: GPU-Accelerated LLM on a $100 Orange Pi | news.ycombinator.com | 2023-08-15

    Yup, here's their web stable diffusion repo: https://github.com/mlc-ai/web-stable-diffusion

    The input is a model (weights + runtime lib) compiled via the mlc-llm project: https://mlc.ai/mlc-llm/docs/compilation/compile_models.html

  • Dreambooth-Stable-Diffusion

    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. (by JoePenna)

    • Project mention: Will there be comprehensive tutorials for fine-tuning SD XL when it comes out? | /r/StableDiffusion | 2023-07-01

    Tons of stuff here, no? https://github.com/JoePenna/Dreambooth-Stable-Diffusion/

  • stability-sdk

    SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)

    • Project mention: FLaNK Stack for 04 December 2023 | dev.to | 2023-12-04

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • carefree-creator

    AI magics meet Infinite draw board.

  • awesome-generative-ai

    A curated list of Generative AI tools, works, models, and references (by filipecalegario)

    • Project mention: Generative AI – A curated list of Generative AI tools, works, models | news.ycombinator.com | 2023-07-14

  • DemoFusion

    Let us democratise high-resolution generation! (CVPR 2024)

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

  • CrossAttentionControl

    Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

  • FateZero

    [ICCV 2023 Oral] "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing"

  • MultiDiffusion

    Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

    • Project mention: Opendream: A Non-Destructive UI for Stable Diffusion | news.ycombinator.com | 2023-08-15

    For composing this approach works pretty well

    https://multidiffusion.github.io/

  • stable-diffusion-aesthetic-gradients

    Personalization for Stable Diffusion via Aesthetic Gradients 🎨

  • Attend-and-Excite

    Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

  • paint-with-words-sd

    Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.

    • Project mention: paint with words with loras and multicontrolnet (will pay if needed) | /r/StableDiffusion | 2023-04-30

    I am refering to this btw: https://github.com/cloneofsimo/paint-with-words-sd

  • stable-diffusion-2-gui

    Lightweight Stable Diffusion v 2.1 web UI: txt2img, img2img, depth2img, inpaint and upscale4x.

  • daam

    Diffusion attentive attribution maps for interpreting Stable Diffusion.

  • x-stable-diffusion

    Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention. Join our Discord communty: https://discord.com/invite/TgHXuSJEk6

  • photoguard

    Raising the Cost of Malicious AI-Powered Image Editing

    • Project mention: PhotoGuard - сервіс для захисту зображень від нейромереж. Працює за допомогою моделей редагування фотографій на основі машинного навчання, таких як Stable Diffusion. | /r/LinuxUkraine | 2023-12-04

  • Wuerstchen

    Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

    • Project mention: Like Diffusion but Faster: The Paella Model for Fast Image Generation | news.ycombinator.com | 2023-06-26

    Fully correct, also the v2 of the paper introduced a model that is bigger and slower, however generates better images. So the 500ms was only for the first model we introduced in v1. I also want to mention our new work as it is very much related to this whole topic of "speeding up models" -> either training or sampling: Würstchen: https://github.com/dome272/wuerstchen/

  • PIDM

    Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

  • peacasso

    UI interface for experimenting with multimodal (text, image) models (stable diffusion).

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook stable-diffusion related posts

Index

What are some of the best open-source stable-diffusion projects in Jupyter Notebook? This list will help you:

Project Stars
1 stable-diffusion-webui-colab 15,237
2 paper2gui 9,469
3 Dreambooth-Stable-Diffusion 7,383
4 lora 6,597
5 web-stable-diffusion 3,434
6 Dreambooth-Stable-Diffusion 3,162
7 stability-sdk 2,398
8 carefree-creator 2,115
9 awesome-generative-ai 1,971
10 DemoFusion 1,855
11 CrossAttentionControl 1,237
12 FateZero 1,042
13 MultiDiffusion 903
14 stable-diffusion-aesthetic-gradients 703
15 Attend-and-Excite 625
16 paint-with-words-sd 618
17 stable-diffusion-2-gui 605
18 daam 596
19 x-stable-diffusion 547
20 photoguard 520
21 Wuerstchen 485
22 PIDM 456
23 peacasso 350

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