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Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of the ongoing artificial intelligence boom .
Unlike DALL-E 1, it was a diffusion model. [56] Stability AI has a Stable Diffusion web interface called DreamStudio, [57] plugins for Krita, Photoshop, Blender, and GIMP, [58] and the Automatic1111 web-based open source user interface. [59] [60] [61] Stable Diffusion's main pre-trained model is shared on the Hugging Face Hub. [62]
DALL·E, DALL·E 2, and DALL·E 3 (pronounced DOLL-E) are text-to-image models developed by OpenAI using deep learning methodologies to generate digital images from natural language descriptions known as "prompts". The first version of DALL-E was announced in January 2021. In the following year, its successor DALL-E 2 was released.
LangChain was launched in October 2022 as an open source project by Harrison Chase, while working at machine learning startup Robust Intelligence. The project quickly garnered popularity, [3] with improvements from hundreds of contributors on GitHub, trending discussions on Twitter, lively activity on the project's Discord server, many YouTube tutorials, and meetups in San Francisco and London.
In machine learning, diffusion models, also known as diffusion probabilistic models or score-based generative models, are a class of latent variable generative models. A diffusion model consists of three major components: the forward process, the reverse process, and the sampling procedure. [ 1 ] The goal of diffusion models is to learn a ...
Midjourney is a generative artificial intelligence program and service created and hosted by the San Francisco-based independent research lab Midjourney, Inc. Midjourney generates images from natural language descriptions, called prompts, similar to OpenAI's DALL-E and Stability AI's Stable Diffusion. [1] [2] It is one of the technologies of ...
DeepDream is a computer vision program created by Google engineer Alexander Mordvintsev that uses a convolutional neural network to find and enhance patterns in images via algorithmic pareidolia, thus creating a dream -like appearance reminiscent of a psychedelic experience in the deliberately overprocessed images. [ 1 ][ 2 ][ 3 ] Google's ...
The Latent Diffusion Model (LDM) [ 1 ] is a diffusion model architecture developed by the CompVis (Computer Vision & Learning) [ 2 ] group at LMU Munich. [ 3 ] Introduced in 2015, diffusion models (DM) are trained with the objective of removing successive applications of Gaussian noise on training images. The LDM is an improvement on standard ...