rsyangms / building-contours-kunming

Building Contours Kunming Data Generated Using Deep Learning

Building-Contours-Kunming

Building Contours Kunming Data Generated Using Deep Learning

Dataset Preview

Introduction to the dataset

The study area of this dataset is the main urban area of Kunming City, Yunnan Province, China, and a total of 69,664 building profile elements were extracted.

Finer segmentation effects

Production method

In this project, by comparing different existing deep learning models, we finally chose to build a deep learning model with MaskRCNN as the infrastructure, and use the WHU Building Dataset, Microsoft/GlobalMLBuildingFootprints, and the hand-labelled dataset of some buildings in Kunming. The final model is obtained by using these data sets