Analysis of object detection accuracy based on the density of 3D point clouds for deep learning-based shipyard datasets
3D point clouds are a crucial data format for accurately capturing geometric information in large-scale industrial environments such as shipyards.Deep learning-based object detection technology using 3D point clouds enables automated production management and process optimization.However, the large volume characteristic of 3D point clouds remains a