Stability AI Stable Diffusion AI technology Top Builders

Explore the top contributors showcasing the highest number of Stability AI Stable Diffusion AI technology app submissions within our community.

Stable Diffusion

Latent diffusion models (LDMs) are a type of image generation technique that work by iteratively "de-noising" data in a latent representation space, and then decoding the representation into a full image. This is in contrast to other popular image synthesis methods such as generative adversarial networks (GANs) and the auto-regressive technique used by DALL-E. The Stable Diffusion model is created by a collaboration between engineers and researchers from CompVis, Stability AI, and LAION and released under a Creative ML OpenRAIL-M license, wich means that it can be used for commercial and non-commercial purposes.

The release of this file is the culmination of many hours of collective effort to compress the visual information of humanity into a few gigabytes. Furthermore, the model also supports image-to-image style transfer, as well as upscaling and generating an images from a simple sketch. Included is also an AI-based Safty Classifier, which understands concepts and other factors in generations to remove outputs that may not be desired by the model user.

General
Relese date	August 22, 2022
Research Paper	https://ommer-lab.com/research/latent-diffusion-models/
Type	Deep learning text to image model

Stable diffusion Tutorials

👉 Discover more Stable Diffusion Tutorials on lablab.ai

Knowledge Base

Find out how it is working!

Research Paper The Stable Diffusion paper describes the model and its training process in detail.
Stable Diffusion Demo You can play around with Stable Diffusion on Hugging Face
GitHub Repository Visit the Stable Diffusion v2 repository on GitHub
dreamstudio Online stable diffusion interface with a lot of optional configurations

Models

There are plenty of Stable Diffusion models, which are taiolred to deliver various art styles, animation styles and more. We encourage you to experiment with many of them and choose the one which you like the most. Here are some of the finest ones:

Boilerplates

Get started with technology!

Stable Diffusion Colab A Colab notebook that shows how to use Stable Diffusion with GPU!
Stable Diffusion & Whisper Colab A Colab notebook that shows how to use Stable Diffusion with Whisper!
Stable Diffusion Interpolation V2.2 A Colab notebook about Stable Diffusion Interpolation!

Edit on Github

Stability AI Stable Diffusion AI technology Hackathon projects

Discover innovative solutions crafted with Stability AI Stable Diffusion AI technology, developed by our community members during our engaging hackathons.

Global Insight - Claude 3 Opus

This project explores the advancement of predictive modeling within artificial intelligence, aiming to equip robots with the ability to forecast future events. This capability is designed to mirror the predictive thinking observed in humans, thus enhancing the practical applications and benefits of robotic systems in various sectors. The innovative approach taken involves a unique method of teaching AI systems, like Claude, to interpret and predict future scenarios based on visual inputs, similar to watching television. The methodology focuses on treating visual input as a series of storytelling frames. Claude, for instance, would analyze two given frames, understanding the content and actions within them, and then leverage its natural language generation capabilities to predict and describe what might occur in the subsequent frame. This project not only advances the field of predictive modeling in AI but also opens new pathways for interactive and anticipatory technologies, fostering a closer synergy between human cognitive processes and artificial intelligence.

comedian-joke-book

Comedian Joke Book is a groundbreaking platform that combines the power of AI with the creativity of humor enthusiasts worldwide. Submit your best original jokes and let our advanced natural language processing categorize them by theme, structure and style. Explore the resulting interactive joke visualization to discover new talent, uncover emerging trends, and find inspiration for your own comedy writing. Most importantly, JokeMap is dedicated to protecting the intellectual property of humor creators. Our originality scoring engine compares new submissions against our vast database, flagging potential plagiarism and giving proper attribution. With a transparent, immutable record of each joke's origin and timeline, JokeMap aims to become the trusted home for comedic talent everywhere. Whether you're an aspiring comedian, a prolific humor writer, or simply a connoisseur of clever jokes, JokeMap provides the tools and community to help you explore, create and preserve the very best in original comedy. Join us on this exciting journey as we map the frontiers of humor!

LinguaSync AI

At Languify, we've revolutionized language learning by harnessing the latest advancements in technology and combining them with time-tested educational approaches. Our platform is designed to provide an innovative and immersive learning experience that caters to the individual needs and preferences of each user. Drawing upon the power of LLM (Large Language Model), our platform goes beyond traditional language learning methods to offer a comprehensive and personalized approach. LLM enables us to create dynamic and adaptive learning paths that adapt to each user's unique learning style, pace, and proficiency level. Our approach to language learning is built on the principle of immersion, allowing users to learn in context and engage with the language in meaningful ways. By integrating LLM into our platform, we are able to simulate real-world scenarios and provide users with authentic language experiences that are both engaging and effective.

SAGA Living Storyboards

At team SAGA we have built and launched in market a Generative AI application that helps our customers (both aspiring filmmakers and Hollywood professionals alike) create their best story faster. Our app today uses Stability.AI Stable Diffusion XL (SDXL) as well as OpenAI GPT-4 and DALL-E 3 to generate every aspect of story from plot, to characters, acts and beats and scripts, to full storyboards. See: https://writeonsaga.com During this 24-hour hackathon, we built a working prototype to bring our storyboards to life, allowing users to type Director’s Notes with comments about the direction of motion for objects in the scene and/or camera angles, and animate each storyboard for a few seconds on each shot.

Edutainment Explorers

Traditional educational methods often lack the ability to captivate young minds, leading to a gap in cognitive development during crucial early years. Edutainment Explorer addresses this challenge by offering a dynamic and interactive learning platform. At the heart of Edutainment Explorer lies the integration of Gemini capabilities, transforming storytelling into a personalized and responsive experience. The project dynamically crafts narratives based on user responses, creating a unique journey for each child. Additionally, the system generates tailored questionnaires, fostering memory and intellectual exercises to enhance cognitive skills Features: - Stories that Change: The stories adapt based on what kids like or answer in quizzes. - Quizzes for Fun Learning: Personalized quizzes help kids exercise their brains and remember stuff. - Works with Cool Tech: Built using fancy technology (Python, Gemini), but kids just need to know it's awesome!

Exploring video generation non-linearity with SVD

We took the opportunity to learn to use ComfyUI and Stable Video Diffusion. We were able to install ComfyUI environment on our own hardware and made it available for the whole team. Starting from the basic workflow and generated a short clip and 4 different alternative clips. So we are exploring kind of exploring "parallel realities" from the original image. This idea originated after listening to a Karen Palacio's videoessay in which she mentions the parallelism between non-linearity in dreams and machine learning generative systems. https://www.youtube.com/watch?v=gA_lfIddqiA We also had the idea to explore different narratives in the "parallel realities" based on Kurt Vonegut's lectue "The Shape of Stories" and variations on that theme.https://www.youtube.com/watch?v=oP3c1h8v2ZQ Unfortunatelly Stable Video Diffusion is not easily conditioned with text yet. And we didn't have enough time to explore this idea.