Diffusion

Too Long; Didn't ReadPublished writers can now generate images using Stable Diffusion. The more details you provide as input, the higher quality the image tends to be. A gallery of images generated in this way is coming as well as an image gallery for all users within HackerNoon. The 3.0 editor can use URLs or files on your computer though, but I’d love to see a streamlined version of images. I would like to implement the image to image feature where you can iterate on an image, changing the prompt each time to gradually…

This image was created with Stable Diffusion and listed on Shutterstock. While the AI is capable of drawing abstract images, it has inherent biases in the way it displays actual human faces based on users’ prompts.Image: Fernando_Garcia (Shutterstock)If you grew up in a covered 12-foot hole in the Earth, and only had a laptop running the latest version of the Stable Diffusion AI image generator, then you would believe that there was no such thing as a woman engineer.The U.S. Bureau of Labor Statistics shows that women are…

GENERATIVE AI OVERVIEWGenerative AI for Text-to-Image, Text-to-3D, and Text-to-VideoThe Starry Night (by the author using Stable Diffusion)Generative AI is nascent but emerging exponentially. It has been stealing the limelight in the AI field since OpenAI debuted GPT-3 and DALL·E.2022 is the year of text-to-content generation (aka AIGC). In April 2022, OpenAI released DALL·E 2, described in the paper about CLIP and diffusion models. It was the first time to create realistic images and art from a text description in…

AI image generation has quickly become a popular – and somewhat controversial – pocket of the internet, so you may be wondering how to use apps like Stable Diffusion on your Mac. Stable Diffusion can easily create AI images on your Mac with the right workarounds, and the setup isn’t difficult. If you’re vying with others to create the zaniest or most beautiful AI art you can, you may have been disappointed to learn that apps like Midjourney or Dall-E require additional hoops like a Discord account. Stable…

TechCrunch: A look at Dance Diffusion, an AI music generator aiming to overcome the limitations of other open-source audio tools, and legal issues with AI-generated music — Stability AI, the company behind Stable Diffusion, is tackling music — It was only five years ago that electronic punk band YACHT entered … TechCrunch: A look at Dance Diffusion, an AI music generator aiming to overcome the limitations of other open-source audio tools, and legal issues with…

Launch a web API for Stable Diffusion under 45 secondsAn imaginary black goat generated by Stable DiffusionStable Diffusion is a latent text-to-image diffusion model, made possible thanks to a collaboration with Stability AI and Runway. It features state-of-the-art text-to-image synthesis capabilities with relatively small memory requirements (10 GB). Stable Diffusion features several improvements over other Diffusion models to achieve this efficiency, but these innovations are beyond the scope of this post — a future…

An Easy Guide to Latent Diffusion ModelsFigure 1: Latent Diffusion Model (Base Diagram:, Concept-Map Overlay: Author)In this article you will learn about a recent advancement in Image Generation domain. More specifically, you will learn about the Latent Diffusion Models (LDM) and their applications. This article will build upon the concepts of GANs, Diffusion Models and Transformers. So, if you would like to dig deeper into those concepts, feel free to checkout my earlier posts on these topics.Perhaps the breakthrough of…

Everyone wants to get in on the AI image generation action, but if you’ve been intimidated by the existing options out there based on Stable Diffusion, including the Midjourney Discord bot, you’re in luck: Diffusion Bee is a simple Mac app that gives you everything you need to generate your own images from text prompt using the open-source AI image generation framework. The app, developed by Divam Gupta, requires no technical expertise whatsoever and installs on M1 Macs via drag-and-drop. You will need an M1 or M2…

Have you ever imagined “a robot couple fine dining with Eiffel Tower in the background”? For us humans, it is pretty simple to picture this in our heads. Google’s AI model called Imagen is capable of doing something similar. In a new announcement, Google has showcased how Imagen, which is a text-to-image diffusion model, is able to create images based on written text. A notable aspect of the Google Imagen is that resultant photos feature real subjects such as dogs, pandas, or raccoons with real objects, not animation. It…

A step-by-step guide to build and deploy a Flask appEver since Stability.ai released Stable Diffusion (their open-sourced text-to-image model) just a few short weeks ago, the ML community has been crazed about the doors that it opens. As an open-sourced alternative to OpenAI’s gated DALL·E 2 with comparable quality, Stable Diffusion offers something to everyone: end-users can generate images virtually for free, developers can embed the model into their service, ML engineers can investigate and modify the code, and…