迷幻形式-与深度学习对话的陶瓷和物理形式

Varvara Guljajeva, Mar Canet Sola
{"title":"迷幻形式-与深度学习对话的陶瓷和物理形式","authors":"Varvara Guljajeva, Mar Canet Sola","doi":"10.1145/3569009.3576191","DOIUrl":null,"url":null,"abstract":"Psychedelic Forms is a series of case studies that explore deep learning (DL) possibilities for creating a tangible form guided by text prompt and 3D object. The selected generated digital 3D objects were manually altered and prepared for 3D printing in ceramics (Figure 1). Glazing happened by hand, often inspired by the AI-generated objects’ vertex colors. And the pouring technique used for painting, it is a metaphor of the thermodynamics of meaning spaces in the latent spaces. ’Psychedelic’ refers to unexpected or unexplored imagination that the human eye has not seen before. Although the original input was well-known ancient sculptures, like Venus and Nymph, the AI model was capable of stylizing the mesh with the inputted text prompt in such a way that the new form was hardly recognizable. The artwork demonstrates embodied experience and transformation of DL model through artistic practice. To be more precise, by introducing clay as physical material to the process, the destruction and alternation of form happened. The interplay of digital, physical, and chemical processes created new meanings and experiences that are discussed in this article. It is proposed as a meaningful and tangible way of navigating latent space. As a result, the neuro-avant-garde mixed with artisan techniques and processes offered irregular transformations that contribute to creativity and imagination augmentation. In other words, irregular mutations can lead to new creations that would not happen otherwise.","PeriodicalId":183744,"journal":{"name":"Proceedings of the Seventeenth International Conference on Tangible, Embedded, and Embodied Interaction","volume":"238 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Psychedelic Forms - Ceramics and Physical Form in Conversation with Deep Learning\",\"authors\":\"Varvara Guljajeva, Mar Canet Sola\",\"doi\":\"10.1145/3569009.3576191\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Psychedelic Forms is a series of case studies that explore deep learning (DL) possibilities for creating a tangible form guided by text prompt and 3D object. The selected generated digital 3D objects were manually altered and prepared for 3D printing in ceramics (Figure 1). Glazing happened by hand, often inspired by the AI-generated objects’ vertex colors. And the pouring technique used for painting, it is a metaphor of the thermodynamics of meaning spaces in the latent spaces. ’Psychedelic’ refers to unexpected or unexplored imagination that the human eye has not seen before. Although the original input was well-known ancient sculptures, like Venus and Nymph, the AI model was capable of stylizing the mesh with the inputted text prompt in such a way that the new form was hardly recognizable. The artwork demonstrates embodied experience and transformation of DL model through artistic practice. To be more precise, by introducing clay as physical material to the process, the destruction and alternation of form happened. The interplay of digital, physical, and chemical processes created new meanings and experiences that are discussed in this article. It is proposed as a meaningful and tangible way of navigating latent space. As a result, the neuro-avant-garde mixed with artisan techniques and processes offered irregular transformations that contribute to creativity and imagination augmentation. In other words, irregular mutations can lead to new creations that would not happen otherwise.\",\"PeriodicalId\":183744,\"journal\":{\"name\":\"Proceedings of the Seventeenth International Conference on Tangible, Embedded, and Embodied Interaction\",\"volume\":\"238 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Seventeenth International Conference on Tangible, Embedded, and Embodied Interaction\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3569009.3576191\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Seventeenth International Conference on Tangible, Embedded, and Embodied Interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3569009.3576191","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

迷幻形式是一系列案例研究,探索深度学习(DL)在文本提示和3D对象的指导下创建有形形式的可能性。所选择的生成的数字3D物体是手工修改的,并准备在陶瓷上进行3D打印(图1)。上光是手工进行的,通常受到人工智能生成物体顶点颜色的启发。绘画中使用的浇筑技术,是对潜在空间中意义空间热力学的一种隐喻。“迷幻”指的是人眼从未见过的意想不到的或未探索的想象。虽然最初的输入是著名的古代雕塑,如维纳斯和仙女,但AI模型能够通过输入的文本提示将网格进行风格化,从而使新形式几乎无法识别。作品通过艺术实践展现了DL模型的具象化体验和转化。更确切地说,通过将粘土作为物理材料引入这个过程,发生了形式的破坏和改变。数字、物理和化学过程的相互作用创造了新的意义和体验,本文将对此进行讨论。它是一种有意义的、切实可行的潜在空间导航方式。因此,神经前卫与工匠技术和工艺的混合提供了不规则的转变,有助于创造力和想象力的增强。换句话说,不规则的突变可以导致新的创造,否则就不会发生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Psychedelic Forms - Ceramics and Physical Form in Conversation with Deep Learning
Psychedelic Forms is a series of case studies that explore deep learning (DL) possibilities for creating a tangible form guided by text prompt and 3D object. The selected generated digital 3D objects were manually altered and prepared for 3D printing in ceramics (Figure 1). Glazing happened by hand, often inspired by the AI-generated objects’ vertex colors. And the pouring technique used for painting, it is a metaphor of the thermodynamics of meaning spaces in the latent spaces. ’Psychedelic’ refers to unexpected or unexplored imagination that the human eye has not seen before. Although the original input was well-known ancient sculptures, like Venus and Nymph, the AI model was capable of stylizing the mesh with the inputted text prompt in such a way that the new form was hardly recognizable. The artwork demonstrates embodied experience and transformation of DL model through artistic practice. To be more precise, by introducing clay as physical material to the process, the destruction and alternation of form happened. The interplay of digital, physical, and chemical processes created new meanings and experiences that are discussed in this article. It is proposed as a meaningful and tangible way of navigating latent space. As a result, the neuro-avant-garde mixed with artisan techniques and processes offered irregular transformations that contribute to creativity and imagination augmentation. In other words, irregular mutations can lead to new creations that would not happen otherwise.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信