Stable Diffusion AI technology page

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.

Multi-Med

Mission: To democratize access to reliable medical information and public health education through advanced, multilingual, and multimodal technology. Vision: To become a global leader in providing accessible, accurate, and immediate medical guidance and health education, bridging language and accessibility barriers. Overview: MultiMed is an innovative company operating at the intersection of health technology and educational technology. It specializes in developing advanced software solutions focused on medical Q&A, public health information, and sanitation education. The company's flagship product is the MultiMed app, a highly accessible and multilingual platform designed to provide accurate medical information and public health education to a diverse global audience. Target Audience: Individuals seeking welness in life. Non-native English speakers requiring welness information in their native language. People with disabilities who benefit from multimodal input and output options. Educational institutions and public health organizations looking for a tool to aid in health education. Healthcare professionals seeking a tool for patient education and engagement. Impact and Social Responsibility: MultiMed is committed to social responsibility, focusing on reaching underserved communities and contributing to global health education. The company collaborates with health organizations and NGOs to ensure that accurate and vital health information is accessible to all, regardless of their location, language, or socio-economic status. Future Developments: MultiMed plans to integrate more languages and dialects, expand its database to cover more specialized medical fields, and collaborate with global health experts to enhance the accuracy and relevance of its content. Additionally, the company is exploring the integration of augmented reality (AR) for more interactive health education.

Summarize Legal Legislation Fintuned Model

StableLM-tuned-alpha-3b was finetuned with lit-gpt repo lora method. This performed considerably better then the original model. Subject Matter ROUGH score for chatgpt summarization is 8/10 Subject Matter ROUGH score for legalLLM is 3/10 Subject Matter ROUGH score for stableLM-tuned-alpha-3b is 0/10 Considering gpt3 was 175B and chatgpt is most likely bigger, the fact that legalLLM could score 3 is significant Training was done with lighteval/legal-summarization dataset. look at attached github repo for fine-tunning parameters. This fintuned model is uploaded huggingface under mehrdad-es/legalLLM-hf The github repo shows how to create your gradio app to chat with the model. It is recommended to get a10 46GB ram system.

AudioSonic

Our groundbreaking project is designed to breathe life into your audio narratives and provide a rich, multi-sensory experience. Here's how it works: Audio Transcription: It all begins with your audio file in MP3 format. We seamlessly transcribe the spoken content, capturing every word, pause, and inflection to ensure nothing is lost in translation. Prompts Generation: From the transcription, we craft meaningful prompts that encapsulate the essence of the audio. These prompts serve as the bridge between the auditory and visual realms, allowing the audience to delve deeper into the content. Image Generation: The magic happens here. Utilizing cutting-edge technology, we transform these prompts into stunning images. These visuals not only complement the audio but also offer a fresh perspective, enhancing the overall experience. In essence, our project fuses the beauty of auditory storytelling with the vividness of visual art. It's about turning words into pictures, enabling your thoughts to take on a visual context that's both engaging and evocative. Whether you're an artist looking to accompany your music with striking visuals or a podcaster aiming to create a more immersive listening experience, our project is the gateway to making your stories more captivating, thought-provoking, and unforgettable

Advance Interior Design Website

This is project aim is to give access to individuals the power of AI in home design as, I believe that in the market the AI has entered but general people who are not from tech filed have not realized the true potential of the AI. We achieve this by creating an application that allows the business owner to generate specific Id's for their potential customers and give them access to their Interior Design platform, so that the potential customer can make use of AI, and Generate design's of their home, once they are satisfied with the designs they can connect with business owner to make that design a reality. This saves customer time and money to go to markets and design their products whereas It saves the business owner money and time also. Money: - such that they won't hire too many people for Interior design. Time such that each image only takes about 5 seconds to generate. This allows the access of AI by general population as well as acting as a good solution for Interior Designers.

AI-Comic-Factory

AI-Comic-Factory is a pioneering creative studio at the forefront of the comic book industry. Harnessing the power of cutting-edge technology, AI-Comic-Factory combines the precision of Falcon AI and the artistic finesse of SDXL (Superior Digital Xtreme Lineart) to revolutionize the way comics are produced. Our team of visionary artists, writers, and AI specialists collaborates seamlessly to bring captivating stories to life. With Falcon AI, we employ state-of-the-art natural language processing and image generation algorithms to craft engaging and immersive narratives. This ensures that every character, plot twist, and dialogue bubble resonates with readers on a profound level. The magic truly happens with SDXL, our proprietary technology for creating visually stunning comic art. SDXL elevates illustrations to a whole new level of detail and realism, pushing the boundaries of what's possible in the world of comic book aesthetics. Our artists leverage this tool to craft breathtaking visuals that complement the storytelling in unprecedented ways. AI-Comic-Factory isn't just about technology; it's about bringing imagination to life. We believe in the power of storytelling, and we're committed to pushing the boundaries of creativity using AI. Whether you're a comic enthusiast or a creator seeking to collaborate on the next big project, AI-Comic-Factory is your partner in bringing extraordinary comic experiences to the world. Explore the future of comics with us!

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.