Xin WEI's repositories
CalvinDrStar.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
hello-world
a new start
incertae
Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments
PINNs_RRE
Physics-informed neural networks for the Richardson-Richards equation
robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
rs_buildings_extraction
本项目已不再维护，所有功能已迁移至robosat_geoc，更好更强大，可以点击链接查看。
Vector-Map-Generation-from-Aerial-Imagery-using-Deep-Learning-GeoSpatial-UNET
We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.