A first Fine-grained 3D Building Model of China on a National Scale from Very High Resolution Satellite Imagery

Image-to-Image Translation in PyTorch

Worldwide building footprints derived from satellite imagery

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

MDPI Journal: Remote Sensing Track 2023

Techniques for deep learning with satellite & aerial imagery

手把手教你如何使用 mapbox/robosat 工具，基于深度学习训练，从常规的遥感影像瓦片地图服务中自动提取建筑物。

Roof Top Segmatation project based on Deeplab v3 plus via pytorch

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…