Stars
Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery (Accepted at ICML 2025)
Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Falcon: A Remote Sensing Vision-Language Foundation Model
R implementation of Niche Mapper software for biophysical modelling
Deep learning system; Docker image access; Pypi package; GEE access; image segmentation; density estimation; dataset open; pre-trained models open; PNAS Nexus publication
This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
[IEEE GRSS DFC 2025 Track II] BRIGHT: A globally distributed multimodal VHR dataset for all-weather disaster response
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolut…
Python library for modeling contrails and other aviation climate impacts
The official implement of 《Overcome the Uncertainty Challenges in Detecting Building Changes from Remote Sensing Images》
Aircraft magnetic disturbance field compensation with deep learning
open code for “IS-RoadDet: Road Vector Graph Detection with Intersections and Road Segments from High Resolution Remote Sensing Imagery”
Improved Road Connectivity by Joint Learning of Orientation and Segmentation (CVPR2019)
[Official Repo] CrossEarth: Geospatial Vision Foundation Model for Cross-Domain Generalization in Remote Sensing Semantic Segmentation
Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024
Official Implementation of submitted TGRS paper "HTC-DC Net: A Network for Monocular Height Estimation from Single Remote Sensing Images"
SRSPTD Dataset used in LSKF-YOLO (doi:10.1109/TGRS.2024.3389056）
This repository contains the code for our fast polygonal building extraction from overhead images pipeline.
[AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation