By ET Bureau - July 15, 2022 2 Mins Read
UpScaler, a company known for its innovative artificial intelligence products, has just launched a new AI text-to-image generator. This generator takes user-generated text suggestions and creates an image from the text. The images are realistic and often humorous, making them perfect for social media posts or advertisements.
When it comes to creating images, there are endless possibilities. With this tool, users can choose the image style that best suits their needs and aesthetics. The generated image will be 512×512 in size and .png format. And best of all, it will only take 10-30 seconds to create – depending on the number of images being generated simultaneously.
With this new product, UpScaler is helping businesses and individuals take their online presence to the next level. Users can choose from various styles such as photo, fantasy, cartoon, comic, watercolor, collage, oil on canvas, and more. This tool can be a great source of inspiration for anyone in the arts – painters, photographers, journalists, and designers.
Diffusion Models (DMs) are a newer alternative to the well-known Generative-adversarial neural network (GAN) from 2020. They are commonly used for image upscaling, denoising, and conditional image generation. Originally, they were used for denoising purposes, but later they were adapted for use in upscaling and other tasks. DMs are models that create new images based on likelihood (likelihood-based models).
The main idea behind DSs is that the image is created iteratively by adding gaussian noise to the current image. This approach has several advantages over GANs, including improved stability and generating high-quality images. As a result, DMs have emerged as a promising method for image generation.
UpScaler’s work on this project was based on a 2022 scientific article by Robin Rombach and Andreas Blattmann from Ludwig Maximilian University of Munich. UpScaler’s team adjusted parameters, ran it on a GPU server, tested and found image styles that could be generated and created a user-friendly service based on their work to make it accessible for everyone.
The platform covers e entire enterprise technology space- including emerging technologies like RPA, AI, cloud, automation, and the entire gamut of digital transformation tools, strategies and management decisions.
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