这个人确实存在

Q1 Arts and Humanities
M. Schäfer
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引用次数: 1

摘要

这个人确实存在是一种以随机方式探索大量摄影肖像数据集的艺术方法。该数据集最初是由英伟达研究实验室创建的,该实验室从流行的图像托管平台Flickr上收集并分析了创作共享图像。然后,这些图片被用来训练一个机器学习模型,该模型可以创建新的随机人脸图像。与展示计算机生成图像的流行网站不同,我展示的是数据集中的随机面孔及其相应的元数据。本文着眼于当前机器学习技术中的提取机制,使用互联网填充和优化数据库,同时关注暴露它们的艺术方法。我认为数据集艺术是一个新兴领域,它通过将科学语料库放入画廊并作为在线发现的对象展示来重新构建科学语料库。最后,我认为这种艺术实践是开放更大的公共话语的合法方式,尽管使用人类数据的艺术家必须意识到有关隐私和同意的道德问题和责任。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
This Person Does Exist
This Person Does Exist is an artistic approach to exploring a large dataset of photographic portraits in a randomised manner. The dataset was originally created by Nvidia Research Lab, which has scraped and analysed creative commons images from the popular image hosting platform Flickr. These pictures were then used to train a machine learning model which can create new stochastic images of faces. In contrast to a popular website that showcases the computer generated images, I am displaying random faces from the dataset with their corresponding metadata. This essay looks into extractivist mechanisms in current machine learning techniques, using the internet to populate and refine databases, while focusing on artistic approaches that expose them. I make the case for Dataset Art as an emerging field which reframes scientific corpora by placing them into galleries and exhibiting them as found objects online. Finally, I argue that this artistic practice is a legitimate way of opening up a larger public discourse, although artists working with human data must be aware of ethical issues and responsibilities regarding privacy and consent.
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来源期刊
CiteScore
1.00
自引率
0.00%
发文量
8
审稿时长
30 weeks
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