Ancient architecture is characterized by its complexity and exquisite structure. but most existing images are in 2D format. This study proposes a TransUNet-based 3D reconstruction method with hyperparameter optimization for depth prediction to enhance the effectiveness. accuracy. https://www.jmannino.com/mega-grab-Thomond-Made-to-Measure-Roller-Blind-Cashmere-top-super/