Things like image generation, image recognition, language modeling, and things like that.

比如图像生成、图像识别、语言建模等等。

Let's pick one of the slides and use the poem on there as a prompt for image generation.

让我们选择其中一张幻灯片，使用这首诗歌作为图像提示来生成图片。

Enter ControlNet, a game-changing technique by Stanford researchers that allows you to use various input conditions to guide and control the AI image generation process.

来看 ControlNet，由斯坦福大学研究者研发的变革性技术，你可以使用各种输入条件引导、控制 AI 生成图像的过程。

In the past year, this new wave of consumer AI, which includes both image generation and tools such as ChatGPT, has captured the popular imagination.

在过去的一年里，消费级人工智能（包括图像生成和 ChatGPT 等工具）的新浪潮抓住了大众的想象力。

AI image generation relies on the assembly and analysis of millions upon millions of tagged images; that is, images that come with some kind of description of their content already attached.

AI 图像生成依赖于对数以百万计的已标记图像进行组合和分析；也就是说，这些图像已经附带了某种描述其内容的标签。

And this can probably explain why, when I query an image generation modelto generate a photograph of a woman named Sasha, more often than not I get images of bikini models.

这或许可以解释为什么当我查询图像生成模型来生成名为 Sasha 的女性的照片时，我经常得到比基尼模特的图像。

And so in order to understand these tools better, I created this tool called the Stable Bias Explorer, which lets you explore the bias of image generation modelsthrough the lens of professions.

因此，为了更好地理解这些工具，我创建了这个名为“稳定偏差浏览器”的工具，它可以让您通过专业的视角探索图像生成模型的偏差。

In September 2022, a San Francisco–based digital artist named Lapine was using a tool called Have I Been Trained, which allows artists to see if their work is being used to train AI image generation models.

2022 年 9 月，旧金山的一位名叫 Lapine 的数字艺术家正在使用一个名为 “Have I Been Trained” 的工具，该工具允许艺术家查看他们的作品是否被用来训练人工智能图像生成模型。