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 dateAugust 22, 2022
Research Paperhttps://ommer-lab.com/research/latent-diffusion-models/
TypeDeep learning text to image model

Stable diffusion Tutorials

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

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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.

Textuary

Textuary

Agriculture remains a vital sector in many developing regions, but knowledge sharing and the adoption of modern practices are often hindered by language barriers. Farmers, especially in rural areas, struggle to access and comprehend information presented in languages unfamiliar to them, limiting their ability to learn about new crops, farming techniques, and equipment. Our solution is an AI-driven image generation platform that empowers users to create vivid, detailed visuals by inputting text prompts in their local languages. By bridging the language gap, this tool allows farmers to visualize and understand complex agricultural concepts, facilitating knowledge exchange and accelerating the adoption of best practices. Targeted primarily at smallholder farmers and agricultural communities in developing regions, our tool is designed to be intuitive and accessible, even for users with limited technological expertise. A unique benefit of our platform is its ability to generate not only static images but also animated visualizations, making it easier to convey dynamic agricultural processes, such as planting techniques or machinery operations. Additionally, the generated visuals can be easily shared and disseminated through various channels, amplifying their impact on knowledge transfer and adoption. Furthermore, our tool leverages the latest advancements in AI and natural language processing, ensuring that the generated visuals accurately capture the nuances and contextual meanings of the local language prompts. This level of precision is crucial in the agricultural domain, where even subtle differences in terminology can have significant implications for crop yields and farming practices. By harnessing the power of AI and local languages, our image generation platform empowers farmers to break through linguistic barriers, fostering a more inclusive and sustainable agricultural ecosystem that benefits rural communities worldwide.

Tunmi

Tunmi

"Tunmi" est une application mobile innovante conçue avec une mission essentielle : revitaliser et prĂ©server les trĂ©sors culturels reprĂ©sentĂ©s par les contes traditionnels Ă©crits dans les langues locales. Cette application rĂ©volutionnaire utilise une approche unique : en analysant les textes des contes saisis par les utilisateurs, elle gĂ©nĂšre automatiquement des illustrations et des vidĂ©os immersives qui accompagnent et donnent vie Ă  ces histoires ancestrales. L'objectif premier de Tunmi est de rendre ces contes traditionnels accessibles Ă  un public moderne, souvent dĂ©connectĂ© de ses racines culturelles. En transformant ces histoires en expĂ©riences visuelles riches et captivantes, Tunmi les rend attrayantes pour un large Ă©ventail d'auditoires, des jeunes enfants aux adultes curieux de dĂ©couvrir ou de redĂ©couvrir les rĂ©cits de leurs ancĂȘtres. Au-delĂ  de son aspect divertissant, Tunmi a un impact profond sur plusieurs niveaux : PrĂ©servation du Patrimoine Culturel : En prĂ©servant et en mettant en valeur les contes traditionnels, Tunmi contribue Ă  sauvegarder un Ă©lĂ©ment essentiel du patrimoine culturel de diffĂ©rentes communautĂ©s Ă  travers le monde. Renforcement de l'IdentitĂ© Culturelle : En rendant les contes accessibles de maniĂšre attractive, Tunmi renforce le lien des utilisateurs avec leur identitĂ© culturelle, favorisant ainsi un sentiment d'appartenance et de fiertĂ© culturelle. Stimulation du Tourisme Culturel : En mettant en avant les richesses culturelles des diffĂ©rentes rĂ©gions, Tunmi peut jouer un rĂŽle crucial dans la promotion du tourisme culturel en attirant les voyageurs en quĂȘte d'expĂ©riences authentiques.

LEXICA

LEXICA

Notre projet est une initiative rĂ©volutionnaire visant Ă  exploiter la puissance de la technologie pour surmonter les barriĂšres linguistiques et enrichir l'expĂ©rience culturelle, en particulier dans le contexte des musĂ©es au BĂ©nin. Imaginons un paysage oĂč les musĂ©es bĂ©ninois ne sont plus simplement des conservateurs de trĂ©sors culturels, mais des lieux d'interaction vivants oĂč chaque visiteur peut pleinement s'immerger dans l'hĂ©ritage culturel local, quelle que soit sa langue maternelle. Dans ce cadre, nous proposons une solution ingĂ©nieuse en convertissant des textes dans des langues locales en images Ă©vocatrices et expressives. Par exemple, dans un musĂ©e bĂ©ninois, un panneau explicatif rĂ©digĂ© en fon ou en yoruba peut ĂȘtre instantanĂ©ment transformĂ© en une sĂ©rie d'illustrations captivantes reprĂ©sentant les concepts clĂ©s ou les histoires Ă©voquĂ©es dans le texte. En mettant l'accent sur l'apprentissage des langues, notre application comble une lacune significative dans l'accessibilitĂ© culturelle. Les visiteurs, qu'ils soient locaux ou Ă©trangers, peuvent dĂ©sormais interagir avec les expositions et les artefacts sans ĂȘtre limitĂ©s par les barriĂšres linguistiques. Cette approche favorise une comprĂ©hension plus profonde et plus immersive de la culture bĂ©ninoise, tout en encourageant la diversitĂ© linguistique et le respect des langues locales. Dans un pays comme le BĂ©nin, oĂč une multitude de langues et de dialectes coexistent, notre projet revĂȘt une importance particuliĂšre. Il contribue Ă  prĂ©server et Ă  promouvoir la richesse linguistique et culturelle du pays en offrant une plateforme inclusive oĂč chaque langue a sa place. En rĂ©sumĂ©, notre application reprĂ©sente bien plus qu'un simple outil technologique. C'est un pont entre les langues, les cultures et les gĂ©nĂ©rations, transformant les musĂ©es bĂ©ninois en des espaces d'apprentissage dynamiques et inclusifs, oĂč chaque visiteur peut se sentir pleinement engagĂ© et connectĂ© Ă  l'histoire et Ă  la richesse culturelle du BĂ©nin.