GenFlow让普通人也能轻松生成高质量图像。
GenFlow: Interactive Modular System for Image Generation
- 基于节点编辑器和自然语言助手，模块化设计降低使用门槛。
- 用户研究显示任务完成时间显著减少，理解度明显提升。
- 适合艺术创作者、设计师及无技术背景的初学者使用。
生成式艺术开启了无限的创作可能，但其潜力仍受限于高级架构与计算流程所需的技术能力。为此，我们提出GenFlow，一种新型模块化框架，使各水平用户都能轻松精准地生成图像。该框架配备基于节点的编辑器实现无缝定制，并集成由自然语言处理驱动的智能助手，将工作流构建的复杂性转化为直观易用的体验。通过自动化部署流程并最小化技术障碍，该框架使前沿生成式艺术工具惠及所有人。用户研究表明，GenFlow能优化工作流、缩短任务完成时间，并通过直观界面与自适应功能提升用户理解力。这些成果表明，GenFlow是重塑生成艺术领域可访问性与效率的突破性解决方案。
原文摘要 · Abstract (English)
Generative art unlocks boundless creative possibilities, yet its full potential remains untapped due to the technical expertise required for advanced architectural concepts and computational workflows. To bridge this gap, we present GenFlow, a novel modular framework that empowers users of all skill levels to generate images with precision and ease. Featuring a node-based editor for seamless customization and an intelligent assistant powered by natural language processing, GenFlow transforms the complexity of workflow creation into an intuitive and accessible experience. By automating deployment processes and minimizing technical barriers, our framework makes cutting-edge generative art tools available to everyone. A user study demonstrated GenFlow's ability to optimize workflows, reduce task completion times, and enhance user understanding through its intuitive interface and adaptive features. These results position GenFlow as a groundbreaking solution that redefines accessibility and efficiency in the realm of generative art.
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