Completing Facades

Introduction

Creating digital copies to preserve and understand historical objects and cities. Venice is a unique city. Photogrammetry uses images and scans to create models of real world objects and sites. Due to the nature of the technology there are often holes, missing regions and noise in the data.

For this project 2D images from photogrammetry of Venice is used. This project aims to reconstruct facades in Venice. The dataset includes completed and incomplete facades.

Methodology

In order to fill the holes in the images they first need to be detected.

Creating training/validation data

Model for detecting holes