Diffusion

Using Diffusion to generate imagesYou must have heard of Dall-E 2. Published by Open AI, which is a model that generates realistic looking images from a given text prompt. You can check out a smaller version of the model here.Ever wondered how it works under the hood? Well… it uses a new class of generative technique, called ‘diffusion’. The idea was proposed by Sohl-Dickstein, et al in 2015, where essentially, a model generates an image from Noise.But why use diffusion models when there are GANs around?GANs are great at…

by KeAi Communications Co. Effect of GDM hydrophobicity gradient on water transport in PEMFC. Credit: Qinwen Yang, et al Fuel Cell Vehicles (FCVs) are typically powered by polymer electrolyte membrane fuel cells (PEMFCs), which convert the chemical energy of hydrogen and oxygen into electricity and produce…

Exploring the architecture that brought transformers into image generationContinue reading on Towards Data Science » Exploring the architecture that brought transformers into image generationContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to…

Stability AI, the startup behind Stable Diffusion, the tool that uses generative AI to create images from text prompts, revealed Stable Diffusion 3, a next-generation model, on Thursday. Stability AI claimed that the new model, which isn’t widely available yet, improves image quality, works better with prompts containing multiple subjects, and can more accurate text as part of the generated image, something that previous Stable Diffusion models weren’t great at.Stability AI CEO Emad Mosque posted some examples of this on…

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Artificial intelligence (AI) is expected to change the face of the world as far as economic transformation is concerned. However, along with the many positives, there are a huge number of negatives that may deprive humanity of all the benefits and in fact, it is widely feared that it may even spark an Armageddon. In this scenario, many AI leaders have put their faith in countries coming up with some sensible AI regulations. And now, Microsoft CEO Satya Nadella underlined the importance of both two countries, India and…

Image generated with DALL·EExploring the principles behind diffusion technology and how it is being used to create groundbreaking AI tools for artists and producers.Much has been made of the hype of recent generative music AI algorithms. Some see it as the future of creativity and others see it as the death of music. While I tend to lean towards the former camp, as an engineer and researcher, I generally attempt to view these advancements through a more objective lens. With this in mind, I wanted to offer an introduction…

Learn how to use OnnxStream to generate images with Stable Diffusion XL Turbo on the Raspberry Pi!Images generated using SDXL Turbo on the Raspberry Pi, each taking ~3 minutes | Source: AuthorIn my last article, I shared how to run large language models and vision language models on the Raspberry Pi. This time around, instead of LLMs and VLMs, we shall run an image generation model — Stable Diffusion XL (SDXL) Turbo — on the Raspberry Pi 5. It’s another impossible sounding feat, but open-source wonders do exist, and…

An AI design startup/generator will swerve the likes of Stable Diffusion after raising $12mn (€11mn) to build its own foundation model. Recraft is billed as the first-ever AI tool for generating and editing vector art, icons, 3D images, and illustrations within a brand’s style guide.  By leveraging generative AI, the product creates layouts, fonts, colours, and illustrations. In the eight months since launch, Recraft claims to have attracted over 300,000 users. As a product for professional…

We have AI, physics, thermodynamics, probability, beautiful images AND time travel? What are you waiting for.Continue reading on Towards Data Science » We have AI, physics, thermodynamics, probability, beautiful images AND time travel? What are you waiting for.Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is…