Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation".
☆19Mar 9, 2023Updated 2 years ago
Alternatives and similar repositories for Waterbody-Detection-Via-Deep-Learning
Users that are interested in Waterbody-Detection-Via-Deep-Learning are comparing it to the libraries listed below
Sorting:
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆12Oct 2, 2024Updated last year
- 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 …☆12Dec 7, 2021Updated 4 years ago
- A Python library for extraction water areas as shapefile extension from Sentinel 2A Satellite Images.☆10Jun 20, 2021Updated 4 years ago
- ☆11Aug 12, 2022Updated 3 years ago
- ☆41Nov 27, 2025Updated 3 months ago
- A deep learning model for surface water mapping based on satellite optical image.☆118Aug 17, 2021Updated 4 years ago
- A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.☆13Updated this week
- Learning Diffusion Models for Multi-View Anomaly Detection [ECCV2024]☆15Oct 16, 2024Updated last year
- ☆16Jan 30, 2025Updated last year
- Independent component analysis for dimensionality reduction of hyperspectral images☆15Jan 6, 2020Updated 6 years ago
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆14Apr 15, 2023Updated 2 years ago
- ☆55Mar 18, 2023Updated 2 years ago
- ☆18Aug 26, 2025Updated 6 months ago
- ☆19Jan 15, 2025Updated last year
- The REAUNet for agricultural parcel delineation☆19Aug 21, 2024Updated last year
- Remote-sensing-based crop mapping implemented using UNet architecture☆13Mar 26, 2021Updated 4 years ago
- Rapid Analysis of ICESat-2 Data☆15May 17, 2023Updated 2 years ago
- Delineates optically shallow and deep waters in Sentinel-2 imagery☆15Jul 4, 2025Updated 8 months ago
- This is an official implementation for "Learning a Cross-Modality Anomaly Detector for Remote Sensing Imagery“ (TIP 2024))☆17Jul 24, 2025Updated 7 months ago
- A large-scale VHR parcel dataset and a novel hierarchical semantic boundary-guided network for agricultural parcel delineation☆36Apr 2, 2025Updated 11 months ago
- Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.☆32Nov 30, 2020Updated 5 years ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆16Aug 29, 2022Updated 3 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆25Oct 19, 2023Updated 2 years ago
- Semi-supervised water storage retrieval using Sentinel-2☆18Jun 9, 2020Updated 5 years ago
- Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images☆23Sep 17, 2023Updated 2 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Jun 17, 2022Updated 3 years ago
- ☆29Sep 30, 2025Updated 5 months ago
- Implementation of "Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks"☆21Jul 14, 2025Updated 7 months ago
- ☆14Mar 23, 2021Updated 4 years ago
- Python implementation of Convolutional Neural Network (CNN) proposed in academia☆26Jun 6, 2019Updated 6 years ago
- A fast way to retrieve water surface area time-series from Sentinel-2 and Landsat in GEE☆28Dec 17, 2024Updated last year
- a deep model that segments water on multispectral images☆156Jul 2, 2023Updated 2 years ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆27Jul 17, 2025Updated 7 months ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Mar 28, 2024Updated last year
- ☆24Nov 7, 2022Updated 3 years ago
- STEM: Numerical model to simulate railway induced vibrations☆15Updated this week
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Apr 26, 2023Updated 2 years ago
- An LSTM to generate a crop mask for Togo☆32Nov 12, 2020Updated 5 years ago
- A Fast Neighborhood Grouping Method for Hyperspectral Band Selection☆26Apr 15, 2024Updated last year