image-generation

Open-source projects categorized as image-generation
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Language: + Python + Jupyter Notebook + TypeScript + Lua + C++ + Rust + PHP
Topics: stable-diffusion Pytorch Deep Learning AI Computer Vision
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Top 23 image-generation 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.

    InfluxDB logo

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    • Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...

  • InvokeAI

    InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

    • Project mention: Stable Diffusion 3 | news.ycombinator.com | 2024-02-22

    Probably not, since I have no idea what you're talking about. I've just been using the models that InvokeAI (2.3, I only just now saw there's a 3.0) downloads for me [0]. The SD1.5 one is as good as ever, but the SD2 model introduces artifacts on (many, but not all) faces and copyrighted characters.

    [0] https://github.com/invoke-ai/InvokeAI

  • LocalAI

    :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

    • Project mention: Drop-In Replacement for ChatGPT API | news.ycombinator.com | 2024-01-24

  • stable-diffusion-webui-colab

    stable diffusion webui colab

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

  • CycleGAN

    Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

  • 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

  • PaddleNLP

    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  • satori

    Enlightened library to convert HTML and CSS to SVG

    • Project mention: Creating an OG image using React and Netlify Edge Functions | dev.to | 2024-04-16

    View on GitHub

  • pix2pix

    Image-to-image translation with conditional adversarial nets

    • Project mention: Any work on Style transfer using Stable Diffusion based on image-mask pairs similar to Pix2Pix | /r/StableDiffusion | 2023-08-29

    I have previously worked on retraining Pix2Pix GAN for image-to-image style transfer retrained with image-mask pairs. I expect Stable Diffusion to be better than Pix2Pix, but the problem sounds like something that should have been tackled already. I am familiar with text-based instructions for style transfer using SD (Instruct Pix2Pix), but retraining with image-mask pairs should provide better results. Does anyone know if anything that like exists already? Reference for Pix2Pix https://phillipi.github.io/pix2pix/

  • PaddleGAN

    PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

  • dream-textures

    Stable Diffusion built-in to Blender

    • Project mention: Donut done with Artificial Intelligence and Blender | /r/blender | 2023-05-31

  • Graphite

    2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.

    • Project mention: 3D and 2D: Testing out my cross-platform graphics engine | news.ycombinator.com | 2024-04-02

  • 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.

  • DragGAN

    Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" （DragGAN 全功能实现，在线Demo，本地部署试用，代码、模型已全部开源，支持Windows, macOS, Linux） (by OpenGVLab)

    • Project mention: NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images. | /r/ChatGPT | 2023-06-27

  • multidiffusion-upscaler-for-automatic1111

    Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

    • Project mention: Stable Diffusion can't stop generating extra torsos, even with negative prompt. Any suggestions? | /r/StableDiffusion | 2023-12-11

  • Snappy

    PHP library allowing thumbnail, snapshot or PDF generation from a url or a html page. Wrapper for wkhtmltopdf/wkhtmltoimage (by KnpLabs)

    • Project mention: How to Simply Generate a PDF From HTML in Symfony With WeasyPrint | dev.to | 2023-12-12

    When I first looked for solutions to generate a PDF document in a Symfony application, I was amazed to find that a SymfonyCast was made about this. It features the PHP library Snappy, which is essentially a wrapper around wkhtmltopdf.

  • AnyDoor

    Official implementations for paper: Anydoor: zero-shot object-level image customization

    • Project mention: Anydoor: Zero Shot Object-level image customization | news.ycombinator.com | 2023-12-25

  • Image-Super-Resolution-via-Iterative-Refinement

    Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

  • 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/

  • VAR

    [GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! (by FoundationVision)

    • Project mention: Visual Autoregressive Modeling: Image Generation via Next-Scale Prediction | news.ycombinator.com | 2024-04-07

  • 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

  • pwa-asset-generator

    Automates PWA asset generation and image declaration. Automatically generates icon and splash screen images, favicons and mstile images. Updates manifest.json and index.html files with the generated images according to Web App Manifest specs and Apple Human Interface guidelines.

    • Project mention: How To Generate Icons for a Progressive Web App from SVG File With a Single Command | dev.to | 2023-07-30

    To generate icons, we use pwa-asset-generator. The first command generates a favicon icon with a transparent background, the second one creates all the necessary icons for a progressive web app, and the third one creates images for splash screens. The last command is optional, in case you have an icon for dark mode.

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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).

image-generation related posts

Index

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

Project Stars
1 stable-diffusion-webui 129,299
2 diffusers 22,543
3 pytorch-CycleGAN-and-pix2pix 21,998
4 InvokeAI 21,266
5 LocalAI 19,593
6 stable-diffusion-webui-colab 15,237
7 CycleGAN 12,138
8 PaddleNLP 11,423
9 satori 10,117
10 pix2pix 9,859
11 PaddleGAN 7,674
12 dream-textures 7,599
13 Graphite 6,831
14 mmagic 6,570
15 DragGAN 4,978
16 multidiffusion-upscaler-for-automatic1111 4,444
17 Snappy 4,339
18 AnyDoor 3,672
19 Image-Super-Resolution-via-Iterative-Refinement 3,364
20 Dreambooth-Stable-Diffusion 3,162
21 VAR 3,024
22 Kandinsky-2 2,694
23 pwa-asset-generator 2,628

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