Topics / #generative

Generative projects on GitHub

Generative AI apps spanning text to 3D and chat assistants.

As of , the most-starred Generative projects on GitHub are ControlNet (34.1K stars), img2threejs (18.3K stars) and stylegan (14.4K stars). GitHub.Locker tracks 8 Generative repositories with 119.9K stars combined. The fastest-growing on October 17 was img2threejs, with +67 stars in a day.

8Projects
119.9KStars in total
+69Stars in a day
Browse in the catalog →github.com/topics/generative ↗

Hot right now

Most stars gained in a day · Oct 17

+67

img2threejs

img2threejs/img2threejs · ★ 18.3K

A coding-agent skill that rebuilds an object from one reference image as a code-only, procedural Three.js model — a TypeScript THREE.Group factory built from primitives and shaders, not photogrammetry or mesh files.

+1

ControlNet

lllyasviel/ControlNet · ★ 34.1K

ControlNet is a neural network structure that adds extra conditions to diffusion models like Stable Diffusion: instead of a text prompt alone, you steer generation with an edge map, depth map, pose skeleton or scribble. This repo is the official implementation.

+1

AnimateDiff

guoyww/AnimateDiff · ★ 12.3K

AnimateDiff is the official implementation of a research method that turns personalized text-to-image Stable Diffusion models into animation (text-to-video) generators without any extra fine-tuning of those models.

The all-time top

8 projects · by stars

  1. #1 · lllyasviel/ControlNet

    ControlNet

    ControlNet is a neural network structure that adds extra conditions to diffusion models like Stable Diffusion: instead of a text prompt alone, you steer generation with an edge map, depth map, pose skeleton or scribble. This repo is the official implementation.

    34.1K
  2. #2 · img2threejs/img2threejs

    img2threejs

    A coding-agent skill that rebuilds an object from one reference image as a code-only, procedural Three.js model — a TypeScript THREE.Group factory built from primitives and shaders, not photogrammetry or mesh files.

    18.3K
  3. #3 · NVlabs/stylegan

    stylegan

    NVIDIA's official TensorFlow implementation of StyleGAN, a generative adversarial network that synthesizes photorealistic images — most famously 1024x1024 faces of people who don't exist — with intuitive control over attributes like pose and identity.

    14.4K
  1. 4

    deepdream

    13.2Kgoogle/deepdream

    This is the original Google Research notebook demonstrating DeepDream, a technique for generating surreal 'neural network art' by amplifying the patterns a trained neural network detects in an image.

  2. 5

    AnimateDiff

    12.3Kguoyww/AnimateDiff · Python

    AnimateDiff is the official implementation of a research method that turns personalized text-to-image Stable Diffusion models into animation (text-to-video) generators without any extra fine-tuning of those models.

  3. 6

    shap-e

    12.3Kopenai/shap-e · Python

    Shap-E is OpenAI's official code and model release for generating 3D objects conditioned on text prompts or images, producing conditional 3D implicit functions.

  4. 7

    h2ogpt

    11.9Kh2oai/h2ogpt · Python

    h2oGPT is an open-source private chat application that lets you query and summarize your own documents or just chat with local LLMs, with no data leaving your machine.

  5. 8

    vault-ai

    3.4Kpashpashpash/vault-ai · JavaScript

    OP Vault gives ChatGPT long-term memory over your own documents: you upload a knowledge base of books, letters or PDFs and ask questions about their contents, powered by OpenAI and the Pinecone vector database.

Often tagged together