diffusion

Open-source projects categorized as diffusion
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Language: + Python + Jupyter Notebook + JavaScript + C++ + TypeScript
Topics: stable-diffusion image-generation Pytorch AI Deep Learning
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Top 23 diffusion Open-Source Projects

  • stable-diffusion-webui

    Stable Diffusion web UI

    • Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27

    * LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.

    - https://diffusionbee.com/

    - https://github.com/comfyanonymous/ComfyUI

    - https://github.com/AUTOMATIC1111/stable-diffusion-webui

  • diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

    • Project mention: StableDiffusionSafetyChecker | news.ycombinator.com | 2023-12-06

  • 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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  • peft

    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

    • Project mention: LoftQ: LoRA-fine-tuning-aware Quantization | news.ycombinator.com | 2023-12-19

  • easydiffusion

    Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.

    • Project mention: What ai do you use I need help | /r/aiArt | 2023-12-06

    Stable diffusion because it's free and has tons of customization, EasyDiffusion is the simplest to install. But you should download custom models from Civit.ai because the default one is bad.

  • 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

  • mmagic

    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

    • Project mention: More than Editing, Unlock the Magic! | /r/agi | 2023-04-27

  • discoart

    🪩 Create Disco Diffusion artworks in one line

  • 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.

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  • riffusion

    Stable diffusion for real-time music generation

    • Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04

    Why don’t you try Riffusion? https://github.com/riffusion/riffusion The general idea is convert your audio waveform into an image (spectrogram).

  • Rerender_A_Video

    [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

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

    https://github.com/williamyang1991/Rerender_A_Video -

  • Kandinsky-2

    Kandinsky 2 — multilingual text2image latent diffusion model

    • Project mention: New Kandinsky 2.2 was released. Now with controlnets and code for lora fine-tuning. | /r/StableDiffusion | 2023-07-13

  • stable-diffusion.cpp

    Stable Diffusion in pure C/C++

    • Project mention: I've open sourced my Flutter plugin to run on-device LLMs on any platform. TestFlight builds available now. | /r/FlutterDev | 2023-12-08

    I did start with integrating SD with this repo: https://github.com/leejet/stable-diffusion.cpp

  • riffusion-app

    Stable diffusion for real-time music generation (web app)

  • opendream

    An extensible, easy-to-use, and portable diffusion web UI 👨‍🎨 (by varunshenoy)

    • Project mention: FLaNK Stack Weekly for 21 August 2023 | dev.to | 2023-08-21

  • sd-akashic

    A compendium of informations regarding Stable Diffusion (SD)

  • awesome-stable-diffusion

    Curated list of awesome resources for the Stable Diffusion AI Model.

  • minisora

    MiniSora: A community aims to explore the implementation path and future development direction of Sora.

    • Project mention: FLaNK AI for 11 March 2024 | dev.to | 2024-03-11

  • Stable-Diffusion-NCNN

    Stable Diffusion in NCNN with c++, supported txt2img and img2img

    • Project mention: Stable Diffusion implemented by ncnn framework based on C++, supported txt2img and img2img! | /r/StableDiffusion | 2023-06-08

  • sd-webui-inpaint-anything

    Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

    • Project mention: How to send masked photo to img2img inpainting | /r/StableDiffusion | 2023-10-12

    Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.

  • tango

    A family of diffusion models for text-to-audio generation. (by declare-lab)

    • Project mention: [Research] [Project] Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model | /r/MachineLearning | 2023-05-04

    Found relevant code at https://github.com/declare-lab/tango + all code implementations here

  • fastsdcpu

    Fast stable diffusion on CPU

    • Project mention: FastSD CPU beta 21 - SDXL Turbo OpenVINO support (2.5 seconds on CPU) | /r/StableDiffusion | 2023-12-02

    Release : https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.21

  • Pallaidium

    Generative AI for the Blender VSE: Text, video or image to video, image and audio in Blender Video Sequence Editor.

    • Project mention: WĂĽrstchen is here! A game changing, fastest high-resolution image generation model | /r/StableDiffusion | 2023-09-16

    Get Pallaidium for free here: https://github.com/tin2tin/Pallaidium

  • Adan

    Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

  • stable-diffusion-docker

    Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

    • Project mention: Do you guys recommend any GPU cloud hosting services for stable diffusion? | /r/StableDiffusion | 2023-04-30

    Honestly though, you’re being a bit paranoid about it. Running your own local install would be much easier, and if you use .safetensors then from my understanding you’re pretty safe. You could also run it using the Docker container for a bit more security, though imo it’s not worth the headache.

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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).

diffusion related posts

Index

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

Project Stars
1 stable-diffusion-webui 129,299
2 diffusers 22,543
3 peft 13,783
4 easydiffusion 9,088
5 lora 6,597
6 mmagic 6,570
7 discoart 3,841
8 riffusion 3,178
9 Rerender_A_Video 2,887
10 Kandinsky-2 2,694
11 stable-diffusion.cpp 2,555
12 riffusion-app 2,540
13 opendream 1,660
14 sd-akashic 1,595
15 awesome-stable-diffusion 1,407
16 minisora 995
17 Stable-Diffusion-NCNN 935
18 sd-webui-inpaint-anything 914
19 tango 910
20 fastsdcpu 870
21 Pallaidium 806
22 Adan 726
23 stable-diffusion-docker 712

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