相关实验视频
Updated: Jul 5, 2025

06:10
Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
985
测试人工智能艺术工具对城市设计的能力
IEEE computer graphics and applications
|January 19, 2024
概括
人工智能 (AI) 图像生成器,如Dall-E 2,稳定扩散和中途旅行,在创建城市设计视觉效果方面表现不同. 虽然它们很擅长共同的元素,但它们在独特的特征上扎,影响AI.
科学领域:
- 计算机科学 计算机科学
- 城市规划 城市规划
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 图像合成模型越来越能够生成视觉内容.
- 城市设计依赖于有效的视觉沟通来构思和规划.
研究的目的:
- 评估Dall-E 2,稳定扩散和Midjourney在生成城市设计图像方面的性能.
- 识别人工智能模型在表示各种城市设计元素方面的优缺点.
主要方法:
- 使用基于场景描述的三种AI模型生成了240张城市设计图像.
- 由两名专业评估人员使用适应的感知度和特异性平均指标评估图像质量.
主要成果:
- 在三个AI模型中观察到显著的性能差异.
- 人工智能模型对常见的特征 (例如摩天大楼) 显示出高精度,但对独特的元素 (例如雕塑,交通站) 显示出较低的精度.
- 表演在不同类型的城市场景中各不相同.
结论:
- 人工智能图像生成工具为早期城市设计探索和视觉头脑风暴提供了潜力.
- 需要进一步开发,以提高人工智能的能力,以代表独特的城市设计元素和各种风格.
- 人工智能工具可以通过提供细微和包容的设计应用来增强城市规划和建筑.
更多相关视频
相关概念视频
Manipulation and Analysis
26
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
26
Non-equilibrium in the Cell
4.4K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.4K
Design Example: Alignment of a Road Line Using GIS
49
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
49
Introduction to GIS
67
Geographic Information Systems (GIS) are tools for storing, analyzing, and displaying spatial data alongside related attributes. Unlike traditional information systems that address general queries, GIS incorporates spatial components, enabling users to answer "where" and "how far." For example, GIS can process housing data linked to geographic locations like zip codes, allowing insights into population density or housing distribution through thematic maps.GIS integrates technologies such as...
67
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
47
Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
47
Thematic Layering in GIS
38
In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
38

