Stable Diffusion AI technology page Top Builders

Explore the top contributors showcasing the highest number of Stable Diffusion AI technology page 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

Stable Diffusion AI technology page Hackathon projects

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

Summerize

Summerize is an innovative web application designed to facilitate efficient and structured information retrieval from online articles. With the primary goal of aiding students, researchers, and professionals in optimizing their research endeavors, Summerize offers the capability to extract essential content from web articles effortlessly. Incorporating a user-friendly interface, Summerize simplifies the process of obtaining article summaries. Users can input the URL of the desired article into the designated field on our platform. Upon clicking the "Summarize" button, Summerize employs advanced algorithms to swiftly distill the principal points, key insights, and critical takeaways from the article, presenting the user with a clear and coherent textual summary. Moreover, Summerize distinguishes itself by not only generating textual summaries but also by providing pertinent image prompts. Recognizing the significance of visual aids in presentations and research, the platform offers users the option to access relevant images extracted from the article. This feature enhances the quality and impact of presentations, ensuring that information is conveyed comprehensively and effectively. In summary, Summerize is a powerful tool that empowers users to streamline their research processes, save time, and enhance the quality of their academic and professional work. By continually refining its capabilities and expanding its offerings, Summerize aspires to become an indispensable resource for individuals seeking to navigate the complexities of online content with ease and efficiency.

SonicVision

SonicVision: The Pinnacle of Interactive Storytelling and Sensory Immersion In the ever-evolving landscape of gaming and interactive experiences, SonicVision stands as a groundbreaking innovation. Developed to be showcased at the AudioCraft Hack-a-Thon 2023, this transformative platform promises to redefine the way users engage with digital worlds. A Harmonious Blend of Art and Sound At the core of SonicVision is a revolutionary amalgamation of generative music and dynamic art, all woven into compelling stories that users can not only experience but also shape. Imagine entering a fantastical world where every decision you make not only progresses the story but also influences the art and music that envelops you. With SonicVision, this is not just a possibility; it's the standard experience. The Sonic Wonders of AudioCraft A crucial component that drives the platform is AudioCraft—an AI-driven music generation system that goes beyond mere background scores. Developed in-house, AudioCraft uses state-of-the-art AI models to generate music across all genres and styles. Whether you're venturing into an enchanted forest or a post-apocalyptic city, AudioCraft crafts the perfect auditory atmosphere, complete with sound effects that impeccably align with every situation. OpenAI: The Dungeon Master of Your Dreams SonicVision's immersive storytelling experience is powered by OpenAI's Chat-GPT, which serves as the Dungeon Master of your interactive journey. This is not just a chatbot; it's a narrative genius. It utilizes a tailored prompt layer that does more than merely guide the story. Chat-GPT dynamically commands the visual and musical elements of the game, adding layers of depth and interactivity previously unexplored in digital storytelling.

LLamaScriptAI

LLamaScriptAI stands as a groundbreaking solution in the realm of video production. With LLamaScriptAI, we introduce an unparalleled AI-driven platform that redefines the creative process. Seamlessly merging innovative technologies, our platform transforms simple prompts into intricate and captivating videos. The magic begins with our AI models that craft immersive scripts, laying the foundation for engaging narratives. Our collaboration with Stable Diffusion XL generates stunning image prompts that seamlessly align with your vision. To bring these narratives to life, we employ Google Text-to-Speech, ensuring natural and expressive narration. Experience the future of video creation – where a single prompt transforms into a full-fledged masterpiece with LLamaScriptAI.

DishForge

DishForge is an innovative AI-powered application revolutionizing cooking experiences by seamlessly merging AI capabilities with culinary artistry. It harnesses Llama 2's natural language processing and Clarifai's computer vision, resulting in an unparalleled recipe generation experience. Users interact with DishForge through a user-friendly interface, inputting the desired type of meal or beverage, their preferences, dietary restrictions, available ingredients, and cooking appliances. Llama 2 processes these inputs to create coherent and personalized recipes. Simultaneously, Stable Diffusion presents the ingredients visually, ensuring a comprehensive understanding of the recipe components and the dish visuals. DishForge addresses practical challenges in meal planning by going beyond being just a recipe generator. It caters to users seeking kitchen convenience by considering preferences, available ingredients, and time constraints. The app's ability to generate recipes tailored to dietary needs, ingredient availability, and cooking resources enhances its value proposition, making it perfect for various culinary skill levels. What sets DishForge apart is its holistic approach to recipe generation. By combining Llama 2's language understanding and generative and recognition image models, it provides a comprehensive culinary solution. The app's ability to generate recipes in diverse formats, visualize ingredients, and accommodate specific preferences positions it as an innovative tool that promotes creativity and experimentation in the kitchen. In summary, DishForge represents the cutting-edge fusion of AI and culinary expertise. It showcases a deep understanding of Llama 2 and Clarifai's capabilities, resulting in a solution that transforms recipe generation, meal planning, and culinary exploration. With its user-friendly interface and personalized recipes, DishForge sets a new standard for AI-driven kitchen innovation.

EvoMate

EvoMate stands at the forefront of marketing innovation, specifically tailored for the unique challenges and aspirations of SMEs. At its core, EvoMate is not just a tool but an autonomous marketing agent, designed to think, adapt, and evolve, much like a dedicated team member who's always on the pulse of the latest trends and consumer behaviors. One of the standout features of EvoMate is its dynamic lifecycle. This lifecycle is a continuous loop of improvement and evolution. It begins with the creation of targeted campaigns, pinpointing the exact audience segments for maximum impact. From there, EvoMate delves into autonomous content creation, crafting messages that resonate deeply with the intended audience. As customers interact with these campaigns, EvoMate's intuitive chatbot interface steps in, ensuring queries are addressed promptly and effectively. But the cycle doesn't end there. Every interaction, every click, every feedback is fed into EvoMate's deep data dive system. This ensures that with each marketing move, the system learns, adapts, and refines its strategies. The true essence of EvoMate lies in its ability to evolve. In the ever-changing landscape of digital marketing, static strategies are a thing of the past. EvoMate recognizes this and continuously updates its knowledge base, ensuring that SMEs are always a step ahead of their competition. In essence, EvoMate is more than just a marketing solution. It's a partner, an agent that stands by businesses, guiding them through the intricate maze of digital marketing. With its self-evolving nature and agent-like characteristics, EvoMate promises not just growth but evolution for SMEs in the digital age.

TrueCast

Introducing TrueCast, the future of podcast authenticity. In today's rapidly-evolving podcast landscape, listeners crave accurate and verified content, and creators seek efficient ways to ensure their claims are backed by credible sources. TrueCast rises to the challenge, employing advanced AI algorithms to continuously monitor and track live podcast conversations. The moment a claim is made, TrueCast delves into a vast array of sources, verifying the information and offering instant feedback. But that's not all. Beyond fact-checking, TrueCast is attuned to the flow of the conversation and can dynamically pull up and present relevant media, enhancing the richness of content and listener engagement. With TrueCast, podcasts are not just entertaining, but also trustworthy and enriched. Join us in redefining the podcast experience.