Not only does it allow you to fine-tune a ton of parameters, but you can also control the entire generation process. I recently started playing around with Stable Diffusion, a text-to-image model similar to DALL·E 2. The fact an AI made these based on text prompts is blowing my mind...
How Does Generative AI Work? There are two answers to the question of how generative AI models work. Empirically, we know how they work in detail because humans designed their various neural network implementations to do exactly what they do, iterating those designs over decades to make them ...
Data Center FAQs What does a data center do? What are types of data centers? Why do you need a data center? Cybersecurity Resources Cybersecurity Types of Cyber Attacks IT vs OT Cybersecurity AI Cybersecurity Cyber Threat Intelligence
How Does Generative AI Work? Generative AI models use neural networks to identify the patterns and structures within existing data to generate new and original content. One of the breakthroughs with generative AI models is the ability to leverage different learning approaches, includingunsupervised or ...
and investment in AI is increasing apace. It’s clear that generative AI tools like ChatGPT (the GPT stands for generative pretrained transformer) and image generator DALL-E (its name a mashup of the surrealist artist Salvador Dalí and the lovable Pixar robot WALL-E) have the potential to ...
How does image-to-image translation work? Image processing systems using image-to-image translation require the following basic steps: Define image domains.The process begins by defining the image domains, which represent the types of input and output images the system will handle. These domains ca...
A PNG image won’t lose any of its data when it’s compressed, which makes it much easier to store and transfer. This is a big advantage overlossyoptions likeJPEG files, where some information disappears in the compression process.
ofgenerative AI— a technology that finds patterns in big datasets and uses that information to create new content. All it takes is anAI art generator,like Adobe Firefly, and an idea. The artist types a detailed prompt, which the tool then uses to generate image options based on the ...
Natural language processing does all the legwork for writers so that they can finish more writing tasks in the nick of time. To be included in the AI writing assistant category, the software must: Use machine learning algorithms to capture, classify, and repurpose data Produce artificial ...
How Does the Text Come into Play in Diffusion and Stable Diffusion? To make the process of image generation guided, we must first convert textual data into vector representations. This is typically done with a GPT-style language model. The embeddings it produces are added to the visual input ...