OpenAI的图像生成（Image generation）技术是一种基于深度学习的计算机视觉技术，可以根据输入的文字或者其他的视觉信息，自动生成符合描述或者语义的图像。OpenAI的图像生成技术利用了深度生成模型，如GAN（Generative Adversarial Networks），VAE（Variational Autoencoders），能够在大量的图像数据中学习到视觉的特征和模式，从...
In this paper, we try to exploit a similar approach for the task of Image Generation. GPT-2 as our base model is used for developing of image owing to its state of art performance in various NLP tasks. The novel idea presented in this paper is to experiment with the usage of Cross-...
Q:Some designers have started to combine ChatGPT with image generation AI such as Stable Diffusion for landscape and architectural design, how do you see this phenomenon? A:I think this is an innovative attempt to explore and util...
There are some limitations with using ChatGPT for image generation. For example, it’s not ideal for anything that requires precise text. Like logos or designs with clear writing. It often produces garbled characters instead of clean typography. Like this: Sometimes ChatGPT might refuse to genera...
新一代视觉生成范式「VAR: Visual Auto Regressive」视觉自回归来了！使 GPT 风格的自回归模型在图像生成首次超越扩散模型，并观察到与大语言模型相似的 Scaling Laws 缩放定律、Zero-shot Task Generalization 泛化能力：论文标题: "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction"...
图8. Stable Diffusion过程。首先是上面的箭头,一张图片被不断加入噪声,最后变成纯噪声图,然后走下面的箭头,逐渐消除噪声,然后重建最开始的图片。(图源:From DALL·E to Stable Diffusion: how do text-to-image generation models work? | Tryolabs) ...
For example, in a text-based model like GPT, a prompt about "space exploration" would steer the generation towards dimensions of the latent space associated with space, technology, exploration, etc.映射到潜在空间:模型解释提示并将其映射到潜在空间中由提示表示的特征占主导地位的区域。例如,在像 GPT...
The User Interface for Image Generation With a working model, we can now experiment with various prompts producing different visual styles (e.g., “me as an animated character” or “me as an impressionist painting”). However, using GPT for character prompts is optimal, as it yields added ...
Create AI ImageFor Win 7 or later(64-bit) Create AI ImageFor macOS 10.14 or later Features: It is the top model for text-to-picture generation. due to the range of text instructions, versatile Personal and public exhibition spaces
PREFIX defines the image's medium and style SCENE defines the content SUFFIX modulates PREFIX and SCENE 在下一步中,就是要将我们将上下文与ChatGPT如何处理信息的指令结合起来: This is the basic prompt anatomy for image generation with Midjourney: ...