A text-to-image model is a machine learning model which takes an input natural language description and produces an image matching that description. Text-to-image models began to be developed in the mid-2010s during the beginnings of the AI boom, as a result of advances in deep neural networks.

Imagen 3 is our highest quality text-to-image model, capable of generating images with even better detail, richer lighting and fewer distracting artifacts than our previous models.

作为text-to-image生成模型的佼佼者（短短一年，Google引用1K+），Imagen有效地将大语言模型应用到视觉领域，并能根据给定的文本生成高分辨1024*1024的图像。 下面让我们一起来解读一下这篇文章。 主页链接： Imagen: Text-to-Image Diffusion Models (research.google) 论文链接： arxiv.org/abs/2205.1148. video链接： Imagen - YouTube. 和前面几篇AIGC文章的解读相同，本文将按照“动机-任务-方法-结果-总结”的顺序展开。

2021年1月5日 · We’ve trained a neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language. DALL·E is a 12-billion parameter version of GPT‑3 ⁠ trained to generate images from text descriptions, using a dataset of text–image pairs.

2024年3月16日 · A txt2img model is a neural network that inputs a natural language text and produces an image that matches the text. In Stable Diffusion and other AI image models, the text input is called the prompt and the negative prompt.

2023年2月20日 · In this comprehensive guide, we will explore how they work, provide a brief historical overview, and take a look at the most common text-to-image models. Early research in the field of automated image generation dates back to 2007.

2024年8月30日 · Text-to-image AI turns text descriptions into images. It uses advanced algorithms, like neural networks, to understand the input. The AI then creates a visual that matches the description. This process is quick, taking only seconds. It’s a powerful tool for artists, designers, and businesses.

Unleash Creativity with Text to Image & Image to Image Transform ideas into stunning visuals effortlessly! Our AI-powered tool generates high-quality images in seconds from text or existing images—perfect for creators, marketers, and designers seeking efficiency and inspiration.

5 天之前 · We introduce Lumina-Image 2.0, an advanced text-to-image generation framework that achieves significant progress compared to previous work, Lumina-Next. Lumina-Image 2.0 is built upon two key principles: (1) Unification - it adopts a unified architecture (Unified Next-DiT) that treats text and image tokens as a joint sequence, enabling natural cross-modal interactions and allowing seamless ...

TextImagify is a state-of-the-art text-to-image generator developed by Black Forest Labs. It transforms textual descriptions into high-quality images, leveraging advanced AI to create both realistic and artistic visuals.