Deep learning for box internet position

⋄ Improvement of a deep learning model for the automatic extraction of
walls, doors, and windows from architectural floor plan images.
⋄ Optimization of model architecture, hyperparameters, and data augmentation techniques to enhance accuracy.
⋄ Development of post-processing methods to refine vectorization, including
point realignment and segment merging.