MWieland / s1s2_water
S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images
☆35Updated 9 months ago
Alternatives and similar repositories for s1s2_water:
Users that are interested in s1s2_water are comparing it to the libraries listed below
- Remote sensing image processing commonly used in deep learning + change detection☆24Updated last year
- ☆19Updated 2 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆32Updated 2 years ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- ☆32Updated last year
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆15Updated last year
- ☆31Updated 11 months ago
- Seamless Flood Mapping Using Harmonized Landsat and Sentinel-2 Data☆11Updated 4 months ago
- geospatial-study☆27Updated 9 months ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆17Updated 5 months ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- Flood delineation from Sentinel-1 SAR imagery☆31Updated 2 years ago
- CD algorithms available in cloudSEN12☆20Updated 2 years ago
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery☆16Updated last year
- This repository implements a framework to perform semantic segmentation of polarimetric SAR images, coming form Sentinel satellites, usin…☆16Updated 3 years ago
- Code and data for Kuro Siwo flood mapping dataset☆54Updated last week
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆46Updated 7 months ago
- ☆16Updated this week
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆29Updated 7 months ago
- In this repository, we provide all the used scripts to create Sentinel2GlobalLULC Dataset and explain each step of their usage. All prese…☆14Updated 3 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆61Updated 2 years ago
- The official implement of 《A Comprehensive Deep-Learning Framework for Fine-Grained Farmland Mapping from High-Resolution Images》☆36Updated 2 months ago
- SEN12-FLOOD Dataset☆29Updated 4 years ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆14Updated 2 years ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆16Updated last year
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆25Updated 5 years ago
- Open Satellite Image Cloud Detection Resources (Datasets and Tools)☆67Updated 9 months ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆23Updated 2 years ago
- Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data☆26Updated last year