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想象机器视觉:来自中国人工智能行业的四个视觉寄存器

Imagining machine vision: Four visual registers from the Chinese AI industry.

作者信息

de Seta Gabriele, Shchetvina Anya

机构信息

Department of Linguistic, Literary and Aesthetic Studies, University of Bergen, Bergen, Norway.

GRK "Kleine Formen", Humboldt University, Berlin, Germany.

出版信息

AI Soc. 2024;39(5):2267-2284. doi: 10.1007/s00146-023-01733-x. Epub 2023 Aug 1.

DOI:10.1007/s00146-023-01733-x
PMID:39309254
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11415404/
Abstract

Machine vision is one of the main applications of artificial intelligence. In China, the machine vision industry makes up more than a third of the national AI market, and technologies like face recognition, object tracking and automated driving play a central role in surveillance systems and social governance projects relying on the large-scale collection and processing of sensor data. Like other novel articulations of technology and society, machine vision is defined, developed and explained by different actors through the work of imagination. In this article, we draw on the concept of sociotechnical imaginaries to understand how Chinese companies represent machine vision. Through a qualitative multimodal analysis of the corporate websites of leading industry players, we identify a cohesive sociotechnical imaginary of machine vision, and explain how four distinct visual registers contribute to its articulation. These four registers, which we call , , , and , allow Chinese tech companies to articulate their global ambitions and competitiveness through narrow and opaque representations of machine vision technologies.

摘要

机器视觉是人工智能的主要应用之一。在中国,机器视觉产业占全国人工智能市场的三分之一以上,人脸识别、目标跟踪和自动驾驶等技术在依赖大规模传感器数据收集和处理的监控系统及社会治理项目中发挥着核心作用。与其他技术与社会的新表述一样,机器视觉由不同行为者通过想象工作来定义、发展和阐释。在本文中,我们借鉴社会技术想象的概念来理解中国公司如何呈现机器视觉。通过对行业领军企业公司网站的定性多模态分析,我们识别出一种连贯的机器视觉社会技术想象,并解释四种不同的视觉语域如何促成其表述。这四种语域,我们称之为[此处原文缺失四种语域的具体名称],使中国科技公司能够通过对机器视觉技术狭隘且不透明的表述来阐明其全球抱负和竞争力。

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本文引用的文献

1
Computing views, remodeling environments.计算视图,重塑环境。
Soc Stud Sci. 2022 Apr;52(2):227-252. doi: 10.1177/03063127211048943. Epub 2021 Oct 6.
2
Reframing sociotechnical imaginaries: The case of the Fourth Industrial Revolution.重新构建社会技术想象:第四次工业革命案例。
Public Underst Sci. 2021 Aug;30(6):708-723. doi: 10.1177/09636625211013513. Epub 2021 May 16.
3
The everyday lives of energy transitions: Contested sociotechnical imaginaries in the American West.能源转型的日常生活:美国西部备受争议的社会技术想象
Soc Stud Sci. 2016 Jun;46(3):327-350. doi: 10.1177/0306312716644534.