Dataset of AI4ER MRes titled "Improving Urban Tree Management Using High-Resolution Satellite Data"

This repository contains the data used in the Master's thesis titled "Improving Urban Tree Management Using High-Resolution Satellite Data" by Andrés C. Zúñiga-González as part of the AI4ER MRes 1st year project at the University of Cambridge. The folders are split into large and small training and testing datasets. These folders contain the tiles (in png and tif formats) used in the models. In addition, it includes the crowns in ESRI Shapefile format for the training and testing datasets. Finally, it contains the best model from the project (named urban_trees_Cambridge_20230630.pth).本仓库收录了安德烈斯·C·苏尼加-冈萨雷斯（Andrés C. Zúñiga-González）题为《利用高分辨率卫星数据优化城市树木管理》的硕士学位论文所用数据集，该研究为剑桥大学AI4ER MRes项目第一年研究课题的一部分。数据集文件夹分为大型、小型训练集与测试集，其中包含模型训练所用的png与tif格式瓦片数据。此外，本仓库还包含适用于训练与测试数据集的ESRI Shapefile格式树冠矢量数据。最后，本仓库还包含该项目的最优模型，文件名为urban_trees_Cambridge_20230630.pth。