xBD|遥感图像分析数据集|灾害评估数据集 The xBD dataset is the first building damage assessment dataset to date, and is one of the largest and highest-quality public datasets for annotated high-resolution satellite imagery
xBD:一套用于评估从卫星图像中破坏建筑物的数据集 (xBD . . . We present xBD, a new, large-scale dataset for the advancement of change detection and building damage assessment for humanitarian assistance and disaster recovery research Natural disaster response requires an accurate understanding of damaged buildings in an affected region
[1911. 09296] xBD: A Dataset for Assessing Building Damage from . . . We present xBD, a new, large-scale dataset for the advancement of change detection and building damage assessment for humanitarian assistance and disaster recovery research Natural disaster response requires an accurate understanding of damaged buildings in an affected region
使用 xBD 数据集构建损伤检测的深度对象分割和分类网络 . . . Deep object segmentation and classification networks for building damage detection using the xBD dataset Deep learning has been extensively utilized in the assessment of building damage after disasters
MIT 更新最大自然灾害图像数据集，囊括 19 种灾害事件 麻省理工学院发布全球最大自然灾害卫星图像数据集xBD，包含22068张高清图像，涵盖19种灾害类型。 该数据集助力AI模型快速评估灾情，为救援争取宝贵时间。 研究团队还开发了深度学习算法，能精准定位建筑损毁程度，提升应急响应效率。