AI AND IMAGE PROCESSING. SOME KEY MOMENTS IN THE IMPLEMENTATION OF THESE METHODS
Author
Melisa TUFA, POLIS University, Tirana, Albania
Tamara LUARASI, POLIS University, Tirana, Albania
Abstract
The integration of artificial intelligence (AI) into architecture and urban planning represents a significant shift in how professionals approach design, analysis, and decision-making. This article aims to underscore the relevance and applicability of various AI methodologies in the daily practices of architects and urban planners. This article will serve as a starting point for a more detailed study of transforming existing architecture and urbanism curricula to include basic knowledge of modern technologies involving AI methods. This paper focuses on two common issues in implementing the methods mentioned above. The creation of custom datasets to solve a specific problem, and the CNN model that serves as the basis for many AI methods in image processing. Through a complete example of the implementation of one of the AI methodologies, which is image classification, a working practice is illustrated.
Keywords: AI, Image Processing, Architecture, Urban Planning
