在HN上展示:构建一个42英寸的电子墨水框架用于生成艺术
Show HN: Building a 42-inch E-Ink frame for generative art

原始链接: https://eliot.blog/e-ink-frame

寻找独特的展示方法,我们设计了一个使用先进技术42英寸E Ink数字艺术品框架。在定制框架之前,我们的团队通过网络搜索获取组件,以防止在使用过程中受到损坏或移动。为了管理显示,我们安装了一个带有内置控制单元的Raspberry Pi,该单元能够接收图像以供查看。在显示前对图像进行预处理有助于减轻由于屏幕上只能显示16级灰度而导致的块状效果。此外,在每个转换过程中运行两个连续的全白色图像,可见渐变发生的频率较低。这个第一个原型自豪地挂在我们的办公室里,我们希望在未来开发解决方案,如无线充电设备以及允许ChatGPT作为我们的编辑器工作的工具包。感谢查理、尼科和弗洛里安对项目的贡献。[长度:约97个字符]

关于之前提到的AI生成的艺术与真实艺术创作之间的对比问题: AI生成的艺术作品是基于人类提供的特定图像和参数在既定规则内生成变化。然而,传统的艺术创作通常从概念、想法、情感或灵感开始,这些来自个人或社会价值观。 此外,艺术家的工作角色与遵循预定规则的算法有很大不同。艺术家有偏离既定规范、尝试新形式或风格的能力,以及传达超越文字的信息。另一方面,AI生成的艺术作品受到给定输入的限制,并根据定义的数学方程输出结果。 本质上,前者严重依赖人类的表达和理解,而后者涉及预测分析和统计概率的应用。 因此,尽管两者都涉及创造力,但各自产生的最终产品在实施、意图和情感共鸣方面有很大的差异。因此,将AI生成的艺术作品与真正的艺术相提并论过于简化了传统艺术创作所固有的复杂性。 关于AI生成的艺术作品作为有深度信息或激发情感的精选集的可能性,这是生产有意义结果的若干方法之一。这种集合需要有意的组织和分析,而不是随意组合无意义的元素。 然而,前面关于AI生成的艺术作品对个体作品贡献者的认可度较低的观点是不准确的。许多涉及AI生成的艺术作品的项目承认并引用了它们的灵感来源,以避免知识产权盗窃的指控。 因此,AI生成的艺术仍然是相对新颖的领域,其可能性随着持续的发展而不断演变和完善,同时适用于实践和理论背景。然而,重要的是要认识到它与传统艺术实践之间的区别。 总之,总之,尽管这两种媒体在各自的领域都有优点,但将它们相互比较是过度概括的,从而削弱了人类沟通的深度和细微之处。
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原文

Recently, we wanted to find a way to display Generative AI art in our office at PhotoRoom. A large TV would have done the job, but we wanted to go for something more original.

So when someone informed me that the E Ink Corporation was selling 42-inch E Ink panels, I was instantly nerd-sniped. That was the perfect project to fuel my non-traditional display addiction. After the flip-dot display salvaged from a UK bus, the quest for an even bigger build was on.

The frame changing from one image to another. The GIF above doesn't help with quality, HD video available here

Cables are missing in this picture

First version. In the process of building it, I broke the top half of the display

Sourcing components

Some advanced Google-fu was used to find a supplier shipping to Europe. Minimum order quantity: 3 pieces. After a bit of back and forth, the components arrived.

Can you guess it's fragile?

The supplier provided the displays as well as the necessary driving board.

While the pink packaging certainly has its own charm, we decided to go for something more minimalist. Finding a frame shop that could handle this "special" project was not easy. Some straight-out didn't answer but one of them was interested in that unconventional build.

So we (well, mostly he) set on to custom build a framing system that could enclose the panel without breaking it and without using glue to make repairs / adjustments easy.

The first build we created didn't turn out great: the display was slipping between the layers. In the second version, we found a way to keep it sturdy.

Controlling the display

The display controller can be talked to using USB, so I added a Raspberry Pi on the back. It exposes a small webserver that can receive images to display.Back of the frame. Notice how the ribbon cables don't align: I think I picked the wrong controller board variant

Preprocessing images

The display can only display 16 levels of gray. Displaying images without preprocessing leads to a blocky pattern on gradients in images. Thankfully a few techniques exist. One of them, closer to dark magic than science to me, is called Blue Noise dithering. It consist of adding a blue noise pattern to an image and them thresholding. Simple yet impressive, see for yourself.

Before/after dithering using blue noise. Notice the pattern in the sky

Displaying images

If you have ever used a kindle, you'll know that every few pages it refreshes itself to avoid ghosting. We had the same problem where the previous image would appear slighly faded out, mixed with the new image. The trick is to run a full black then full white image. We found that running 2 full white images did a good enough job, without disrupting the experience too much (see video)

The first version of this project now sits in the office. There are a few ideas we'd like to try:

  • Make it battery-powered: right now it still requires a power cord. It would allow putting it on a wall without cables

  • Ask ChatGPT to generate prompts for us, turning it into our very own art curator

A huge thank you to Charly for the idea and support in this building process, to Nico for the framing and to Florian for the dithering code.

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