Building structures detection and information about these buildings in aerial images is an important solution for city planning and management, land use analysis. It can be the center piece to answer important questions such as planning evacuation routes in case of an earthquake, flood management, etc. These applications rely on being able to accurately retrieve up-to-date information. Being able to accurately detect buildings in a bounding box centered on a specific latitude-longitude value can help greatly. The key challenge is to be able to detect buildings which can be commercial, industrial, hut settlements, or skyscrapers. Once we are able to detect such buildings, our goal will be to cluster and categorize similar types of buildings together.

翻译：建筑物结构检测以及从航空图像中获取这些建筑物的信息，是城市规划与管理、土地利用分析的重要解决方案。它能够成为回答关键问题的核心，例如在地震时规划疏散路线、洪水管理等。这些应用依赖于准确获取最新信息的能力。能够以特定经纬度为中心的边界框内准确检测建筑物，将带来极大助益。主要挑战在于检测各类建筑物，包括商业建筑、工业建筑、棚户区或摩天大楼。一旦能够检测到此类建筑物，我们的目标便是将相似类型的建筑物进行聚类与分类。