Popular GitHub Repositories for Latent Representations

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Invoke 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, and serves as the foundation for multiple commercial products.

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Create ? videos with Stable Diffusion by exploring the latent space and morphing between text prompts

MuseTalk: Real-Time High Quality Lip Synchorization with Latent Space Inpainting

Stable Diffusion and Flux in pure C/C++

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

? Create Disco Diffusion artworks in one line

[CVPR2020] Adversarial Latent Autoencoders

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.

Kandinsky 2 — multilingual text2image latent diffusion model

An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.

SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Resources of Neural Rendering

A curated list of pretrained sentence and word embedding models

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

AI magics meet Infinite draw board.