Stable Diffusion Top Builders
Explore the top contributors showcasing the highest number of Stable Diffusion 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 | |
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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
- Stable Diffusion tutorial: Stable Diffusion Image Variations using lambda diffusers
- Stable Diffusion prompt tutorial: Basics of prompt engineering for Stable Diffusion
- Stable Diffusion Inpainting tutorial: Prompt Inpainting with Stable Diffusion
- Stable Diffusion and OpenAI Whisper prompt tutorial: Generating pictures based on speech - Whisper & Stable Diffusion
- Stable Diffusion tutorial: How to make videos with Stable Diffusion? - Interpolation
๐ 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
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!
Stable Diffusion Hackathon projects
Discover innovative solutions crafted with Stable Diffusion, developed by our community members during our engaging hackathons.