ai-spatial / STARLinks
Code for learning with data heterogeneity (ICDM'21 Best Paper Award)
☆20Updated 2 months ago
Alternatives and similar repositories for STAR
Users that are interested in STAR are comparing it to the libraries listed below
Sorting:
- ☆22Updated 4 years ago
- ☆14Updated 8 months ago
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019☆28Updated 3 years ago
- Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transpl…☆17Updated 2 years ago
- Automated label production model and crop classification model based on GEDI data built on GEE (Google Earth Engine),☆15Updated last year
- ☆27Updated 4 months ago
- By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method …☆21Updated 2 years ago
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated last year
- Remote sensing image processing commonly used in deep learning + change detection☆24Updated 2 years ago
- The 2020 Spring Great Lakes Water Resources II adapted the Wetland Extent Tool (WET) to create WET 2.0, which is a tool with a Graphical …☆12Updated 3 years ago
- ☆35Updated last year
- A U-Net-based deep learning ensemble model for wildebeest-sized animal detection from satellite imagery. A version used for the paper acc…☆24Updated 2 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆19Updated last year
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆15Updated 3 years ago
- Exploratory analysis of wild-fires in Australia & a machine learning approach for wildfire modeling in Google Earth Engine☆17Updated last year
- ☆26Updated 8 months ago
- Optimal Multivariate-stratification Geographical Detector model☆16Updated 10 months ago
- ☆25Updated 2 years ago
- Code for "Deep Learning-based Harmonization and Super-Resolution of Landsat-8 and Sentinel-2 images" paper.☆30Updated 9 months ago
- It includes the code and test data for assessing the accuracy of fused images☆20Updated 3 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆22Updated 3 years ago
- The implementation of GWRBoost.☆15Updated 11 months ago
- Open Satellite Image Cloud Detection Resources (Datasets and Tools)☆74Updated last year
- Deep learning framework; image classification; Nature Food publication☆11Updated last year
- This repository implements a framework to perform semantic segmentation of polarimetric SAR images, coming form Sentinel satellites, usin…☆17Updated 4 years ago
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆21Updated 2 years ago
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆14Updated 2 years ago
- A large-scale VHR parcel dataset and a novel hierarchical semantic boundary-guided network for agricultural parcel delineation☆27Updated 5 months ago
- ☆61Updated 4 years ago
- Repository for the Deep Wetlands project in which we detect changes in water extension of wetlands my using multispectral and SAR images☆15Updated last month