艺术家创作的画作与神经网络生成的画作的比较评价问题

Alexander F. Panteleev
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摘要

介绍。艺术在社会生活中的作用是翻译人道主义价值观。一个真正富有想象力的作品的创造者能够在与世界的互动中感知到,并在他的作品中体现出可能不在统计数据中,但可能与未来的人类相关的东西。理论分析。根据现有的数据,由神经网络聚合的图像和艺术家绘制的图像在主题上没有区别。在本文中,基于活动的方法被实施,以评估这些绘画的差异。它是根据被试者的决定对与之相关的问题进行鉴别的,这种差异。不同之处在于将绘画的观念从符号化“翻译”为具象化的方法,将艺术家对世界的态度客观化,以这种方式翻译人道主义价值观。实证分析。在实证研究的过程中,对画作进行了两两比较,作为一种标准,比较是基于艺术家对世界的态度转移的可能成功提出的。结论。之前曾指出,在解决新任务的条件下,艺术家所写的画作与神经网络生成的画作之间的区别是有问题的,以确定转移的成功。
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The problem of comparative evaluation of paintings created by an artist and generated by a neural network
Introduction. The role of art in the life of society is to translate humanitarian values. The creator of a truly imaginative work is able to perceive when interacting with the world and embody in his works what may not be in statistics and will probably be relevant for humanity in the future. Theoretical analysis. According to the available data, the pictures aggregated by the neural network and painted by the artist do not differ in subjects. In this paper, an activity-based approach is implemented to assess the differences of such paintings. It is based on the decision of the test subject of the problem associated with the identification of this difference. The difference lies in the method of “translating” the idea of the painting from a symbolic code into a figurative one, objectifying the artist’s attitude to the world, translating humanitarian values in this way. Empirical analysis. In the course of an empirical study, a pairwise comparison of paintings was carried out, as a criterion, the comparison was proposed based on the possible success of the transfer of the artist’s attitude to the world. Conclusion. It was previously stated that the distinction between paintings written by the artist and those generated by the neural network in the conditions of solving a new task for the subject to identify the success of the transfer is problematic.
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