Çağıl Ezgi Aydemir
BS723 | Machine Learning Applications in Architecture
Developing conservation and intervention strategies for Gaziköy is a complex process that includes analyzing and understanding of a large amount of diverse data. This process should be facilitated. Therefore, machine learning models that can facilitate conservation decision-making process are needed.
Model 1: In this model, it is tried to predict whether the buildings in the region are new or traditional. For this, binary classification algorithms are used.
Model 2: In this model, it has been estimated which traditional building type is closer to the new or ruined state buildings. For this, multiclass classification algorithms are used.