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Top 23 Python diffuser Projects
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automatic
SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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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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zero123plus
Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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Real-Time-Latent-Consistency-Model
App showcasing multiple real-time diffusion models pipelines with Diffusers
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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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Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
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inpaint-anything
Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
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StableDiffusionTelegram
StableDiffusionTelegram is a telegram bot that allows to generate images using the stable diffusion AI from a telegram bot, in a much more comfortable and simple way.
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Cozy-Auto-Texture
A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.
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StableFusion
Transform text into images and images into new ones using AI. Our user-friendly web app, built with Diffusion, Python, and Streamlit, offers customizable outputs in various styles and formats
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collage-diffusion-ui
An open source, layer-based web interface for Collage Diffusion - use a familiar Photoshop-like interface and let the AI harmonize the details.
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Ckpt2Diff
This user-friendly wizard is used to convert a Stable Diffusion Model from CKPT format to Diffusers format.
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diffusable
simple command line utility for generating images with HuggingFace diffuser pipelines (supports CPU inference)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Open-source project ZLUDA lets CUDA apps run on AMD GPUs | news.ycombinator.com | 2024-03-05> it won't ever be a viable option
For production workloads, I generally agree. It's an unsupported hack with a questionable future, I wouldn't do anything money-making with it.
However, for tinkering and consumer workloads, it already works pretty well. Enough of cuDNN and cuBLAS work to run PyTorch and in turn, Stable Diffusion with https://github.com/lshqqytiger/ZLUDA - there's even a fairly user-friendly setup process already in https://github.com/vladmandic/automatic .
I was able to get a personal non-ML related project working on my AMD card in just a few minutes, which saved me a lot of development time before I then deployed the production workload on NV hardware (this is probably why AMD pulled the plug on the project - it's almost more of a boost to NV than anything else, AMD really need people to be writing code on ROCm to deploy on AMD datacenter hardware).
Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04Why don’t you try Riffusion? https://github.com/riffusion/riffusion The general idea is convert your audio waveform into an image (spectrogram).
Project mention: Zero123: A Single Image to Consistent Multi-View Diffusion Base Model | news.ycombinator.com | 2023-10-27
Project mention: Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8 | news.ycombinator.com | 2024-01-29--output-video path/to/output_image.mp4
Run with ComfyUI
Run with OneDiff workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Run with OneDiff + DeepCache workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
The use of Int8 can be referenced in the workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
I would like to reproduce somthing like this " https://github.com/radames/Real-Time-Latent-Consistency-Model/tree/main" but with comfyui running in the backgroud.
Project mention: How to change / custom Model ID of HuggingFace Model | /r/StableDiffusion | 2023-10-15I am using Inpaint-Anything. In that they are using these & these type of models for inpainting, I think they called diffusers, sorry if I am wrong idk couz I am new to this and I want to create absolutereality_v181INPAINTING.safetensors model for inpainting like above type of models.
Project mention: How to Build Your Own AI-Generated Images with ControlNet and Stable Diffusion | news.ycombinator.com | 2023-10-23> You could probably do something similar with Stable Diffusion with just a little upfront effort tuning that system prompt.
And, indeed, someone has:
https://github.com/sayakpaul/caption-upsampling
Project mention: Collage Diffusion: use a familiar Photoshop-like layered interface to control diffusion models! (free demo) | /r/aiArt | 2023-09-13The UI/implementation is open source at: https://github.com/linden-li/collage-diffusion-ui Free demo at: https://collagediffusion.stanford.edu/
Project mention: I've created a small Python demo project to play around with the SDXL 0.9 models. It should work on M1/M2 Macs too. | /r/StableDiffusion | 2023-07-10
I made a diffusion bot for discord that allows users to request the generation of images using stable diffusion, the bot is pretty customizable using the config allowing you to change guidance scale, sample steps, models, custom pipelines, height, width and images per prompt, i also have plans to add config customization at runtime in the near future. i have also made sure to include at least a few safety features such as banned prompts so you can ban certain prompts. The source code can be here: https://github.com/ShyAssassin/Stable-Diffusion-Bot
Hi y'all, if you are interested in self-hosting a midjourney-like discord bot: https://github.com/sshh12/deepfloyd_if-discord-bot
Python diffusers related posts
- Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8
- Has anyone managed to get TensorRT working in ComfyUI on Windows?
- You know what I REALLY want? Something like img2img but for sound/music.
- Comfyui Stream/Webcam Input ?
- Real-Time Latent Consistency Model Demos
- Real-Time Latent Consistency Model
- Real-Time Latent Consistency Model
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A note from our sponsor - WorkOS
workos.com | 29 Apr 2024
Index
What are some of the best open-source diffuser projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | automatic | 4,717 |
2 | riffusion | 3,178 |
3 | zero123plus | 1,437 |
4 | onediff | 1,194 |
5 | sd-webui-inpaint-anything | 932 |
6 | Real-Time-Latent-Consistency-Model | 815 |
7 | ControlNet-for-Diffusers | 757 |
8 | Lora-for-Diffusers | 697 |
9 | consistency-models | 192 |
10 | inpaint-anything | 154 |
11 | caption-upsampling | 143 |
12 | diffusion-fast | 141 |
13 | StableDiffusionTelegram | 122 |
14 | diffusionmagic | 114 |
15 | Cozy-Auto-Texture | 94 |
16 | controlnetvideo | 68 |
17 | StableFusion | 56 |
18 | collage-diffusion-ui | 49 |
19 | Ckpt2Diff | 12 |
20 | sdxl-demos | 7 |
21 | Stable-Diffusion-Bot | 6 |
22 | diffusable | 4 |
23 | diffuser-discord-bot | 4 |
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