In an era defined by the ubiquity of digital media, the demand for high-quality visuals has surged across various domains, from marketing and design to education and entertainment. However, creating these visuals often necessitates specialized skills and tools, limiting accessibility and inhibiting the creative potential of many individuals.

Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step

Chappie Stable Diffusion AI Image Generator

An AI image generation frontend focused on ease of use, versatility and capability for professional uses, packaged as a click-and-run executable.

A collection of resources on controllable generation with text-to-image diffusion models.

Nvidia NIM description and lightning fast API example usage

StableDiffusion scripts based on huggingface diffusers.

This stable-diffusion-2-1 model is fine-tuned from stable-diffusion-2 (768-v-ema.ckpt) with an additional 55k steps on the same dataset (with punsafe=0.1), and then fine-tuned for another 155k extra steps with punsafe=0.98.

SDXL consists of an ensemble of experts pipeline for latent diffusion: In a first step, the base model is used to generate (noisy) latents, which are then further processed with a refinement model (available here: https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/) specialized for the final denoising steps.

SDXL-Turbo is a distilled version of SDXL 1.0, trained for real-time synthesis. SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality.

This AI system lets anyone create high-quality images from simple text descriptions. It uses advanced deep learning to bridge the gap between words and visuals, making image creation accessible and promoting creative expression across various fields.

A curated list of Generative AI tools, works, models, and references

Official implementation of ⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation

A Text to Image generator website with the support of hugging face and stability ai,with authentication using next-auth. The project is under development

Generate video from text using AI

ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.

Text-To-Image AI project in php and using @openai API

Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney