Python diffusion

Open-source Python projects categorized as diffusion
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Topics: stable-diffusion image-generation Pytorch AI diffusers
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Top 23 Python diffusion 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

  • 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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  • peft

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

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

  • discoart

    🪩 Create Disco Diffusion artworks in one line

  • 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).

  • 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

  • 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.

  • InfluxDB

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  • 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: Würstchen 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.

  • minDiffusion

    Self-contained, minimalistic implementation of diffusion models with Pytorch.

  • StylePile

    A prompt generation helper script for AUTOMATIC1111/stable-diffusion-webui and compatible forks

    • Project mention: Prompt Syntax Language--I know I saw it, but where? | /r/aiArt | 2023-12-06

    I found some of the images I remember from the article I'm trying to find, buried deep in the StylePile Extension , but sadly not the article itself. The Wildcards Directory Extension looks promising as well, although it seems only tangentially related to what I'm looking for.

  • fish-diffusion

    An easy to understand TTS / SVS / SVC framework

    • Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    fishaudio/fish-diffusion: Singing Voice Conversion

  • clip-guided-diffusion

    A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

  • stable-diffusion-pytorch

    Yet another PyTorch implementation of Stable Diffusion (probably easy to read)

  • latentblending

    Create butter-smooth transitions between prompts, powered by stable diffusion

    • Project mention: Introducing Steerable Motion v. 1.0, a ComfyUI custom node for steering videos using batches of images | /r/StableDiffusion | 2023-12-10

  • LAMP

    Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)

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

  • RAVE

    RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models - CVPR 2024 - Official Repo (by rehg-lab)

    • Project mention: RAVE has been released! | /r/StableDiffusion | 2023-12-08

    New preprint alert! Introducing RAVE - a zero-shot, lightweight, and fast framework for text-guided video editing, supporting videos of any length utilizing text-to-image pretrained diffusion models. Project Webpage: https://rave-video.github.io ArXiv: https://arxiv.org/abs/2312.04524 More Examples: https://rave-video.github.io/supp/supp.html Code: https://github.com/rehg-lab/RAVE Demo: https://github.com/rehg-lab/RAVE/blob/main/demo_notebook.ipynb Abstract:

  • pollinations

    Generate Art

    • Project mention: Netflix Queen Elizabeth generated by Chat GPT | /r/HolUp | 2023-12-11

    It literally says pollinations.ai in the bottom right

  • Stable-Diffusion-Latent-Space-Explorer

    Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.

  • onnx-web

    web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

  • SaaSHub

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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).

Python diffusion related posts

Index

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

Project Stars
1 stable-diffusion-webui 129,299
2 diffusers 22,543
3 peft 13,783
4 discoart 3,841
5 riffusion 3,178
6 minisora 995
7 sd-webui-inpaint-anything 914
8 tango 910
9 fastsdcpu 870
10 Pallaidium 806
11 Adan 726
12 stable-diffusion-docker 712
13 minDiffusion 684
14 StylePile 569
15 fish-diffusion 568
16 clip-guided-diffusion 440
17 stable-diffusion-pytorch 418
18 latentblending 314
19 LAMP 220
20 RAVE 212
21 pollinations 193
22 Stable-Diffusion-Latent-Space-Explorer 185
23 onnx-web 175

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