cosculppt:一个嵌入人工智能的雕塑创作人机协作系统

Mingyuan Zhang, Z. Cheng, Sheung Ting Ramona Shiu, Jiacheng Liang, Cong Fang, Zhengtao Ma, Stephen Jia Wang
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摘要

人工智能(AI)和机器学习(ML)取得了重大进展,导致了辅助艺术品创作的人工智能辅助系统的出现。然而,目前的人工智能创建支持工具主要集中在生成2D图像上,对3D对象创建的帮助有限,特别是在雕塑领域。此外,随着机器的自动化能力不断提高,艺术家往往难以保持对创作过程的控制。因此,艺术家和人工智能在雕塑中的合作仍然不明确,以及责任的分配,以确保艺术家对雕塑创作过程的可控性。本研究旨在通过开发CoSculpt来解决这些差距,CoSculpt是一个人工智能驱动的人机协作雕刻系统,具有三种不同的模式。我们探索人类和人工智能嵌入式机器人如何在雕塑创作工作流程的各个阶段进行交互,委派任务并承担控制。通过利用这个系统,艺术家可以有效地与人工智能技术合作,利用其功能,同时保持对雕塑创作过程的很大程度的控制。这项研究的发现揭示了人类与人工智能在雕塑领域合作的潜力,并为艺术家如何有效地驾驭艺术与技术的交叉点提供了见解。提出的人工智能驱动的人机协作系统为雕塑创作提供了一个新的范例,促进了人类创造力和人工智能技术能力之间的和谐协同。最终,这项研究有助于正在进行的关于人工智能在艺术领域中的作用的对话,并为雕塑领域的未来发展铺平道路。
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CoSculpt: An AI-Embedded Human-Robot Collaboration System for Sculptural Creation
Artificial intelligence (AI) and machine learning (ML) have witnessed significant advancements, leading to the emergence of AI-aided systems that assist in artwork creation. However, the current AI-powered creation support tools predominantly focus on generating 2D images, with limited assistance for 3D object creation, particularly in the field of sculpture. Additionally, as the automation capabilities of machines continue to grow, artists often struggle to maintain control over the creative process. Therefore, the collaboration between artists and AI in sculpturing remains unclear, along with the allocation of responsibilities to ensure the artist's controllability over the sculpture creation process.This study aims to address these gaps by developing CoSculpt, an AI-powered human-robot collaboration sculpturing system with three distinct modes. We explore how humans and AI-embedded robots can interact, delegate tasks, and assume control during various stages of the sculpture creation workflow. By utilizing this system, artists can effectively collaborate with AI technology, leveraging its capabilities while maintaining a significant degree of control over the sculpture creation process.The findings from this study shed light on the potential of human-AI collaboration in sculpturing and provide insights into how artists can effectively navigate the intersection of art and technology. The proposed AI-powered human-robot collaboration system offers a new paradigm for sculptural creation, fostering a harmonious synergy between human creativity and the technical capabilities of AI. Ultimately, this research contributes to the ongoing dialogue on the role of AI in the artistic domain and paves the way for future advancements in the field of sculpture.
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