Python image-generation

Open-source Python projects categorized as image-generation
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Topics: stable-diffusion Pytorch Deep Learning Computer Vision Gan
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Top 23 Python image-generation 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

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  • 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...

  • 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.

  • 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

  • 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

  • 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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  • 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

  • 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

  • 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

  • contrastive-unpaired-translation

    Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

  • Anime2Sketch

    A sketch extractor for anime/illustration.

  • gansformer

    Generative Adversarial Transformers

  • data-efficient-gans

    [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

  • diffusiondb

    A large-scale text-to-image prompt gallery dataset based on Stable Diffusion

    • Project mention: DiffusionDB: A large-scale text-to-image prompt gallery dataset based on Stable Diffusion | /r/datasets | 2023-06-27

  • AI-Horde

    A crowdsourced distributed cluster for AI art and text generation

    • Project mention: Nvidia Announces Financial Results for Second Quarter Fiscal 2024 | news.ycombinator.com | 2023-08-23

    Also the Horde for Stable Diffusion, pretty good concept: https://github.com/Haidra-Org/AI-Horde/

  • Paint-by-Example

    Paint by Example: Exemplar-based Image Editing with Diffusion Models

  • cleanvision

    Automatically find issues in image datasets and practice data-centric computer vision.

  • 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.

  • stable-diffusion-prompt-reader

    A simple standalone viewer for reading prompts from Stable Diffusion generated image outside the webui.

    • Project mention: The SD Prompt Reader is now available as a ComfyUI node | /r/comfyui | 2023-10-29

    This is a subproject of the SD Prompt Reader. It helps you extract metadata from images in any format supported by the SD Prompt Reader and saves the images with additional metadata to ensure compatibility with metadata detection on websites such as Civitai.

  • clean-fid

    PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

  • SDEdit

    PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

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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 image-generation related posts

Index

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

Project Stars
1 stable-diffusion-webui 129,299
2 diffusers 22,429
3 pytorch-CycleGAN-and-pix2pix 21,952
4 PaddleNLP 11,386
5 PaddleGAN 7,674
6 dream-textures 7,584
7 DragGAN 4,978
8 multidiffusion-upscaler-for-automatic1111 4,420
9 AnyDoor 3,672
10 Image-Super-Resolution-via-Iterative-Refinement 3,355
11 VAR 2,672
12 contrastive-unpaired-translation 2,102
13 Anime2Sketch 1,888
14 gansformer 1,302
15 data-efficient-gans 1,256
16 diffusiondb 1,105
17 AI-Horde 971
18 Paint-by-Example 959
19 cleanvision 921
20 sd-webui-inpaint-anything 914
21 stable-diffusion-prompt-reader 882
22 clean-fid 855
23 SDEdit 848

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