This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.
☆44May 21, 2024Updated last year
Alternatives and similar repositories for Pytorch-UNet-Flood-Segmentation
Users that are interested in Pytorch-UNet-Flood-Segmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository includes biomass estimation workflows using remote sensing data including capacity building materials.☆12Jun 20, 2023Updated 2 years ago
- We use semantic segmentation methods to extract water body from Sentinel-1 data☆16May 6, 2021Updated 4 years ago
- MSc Thesis - Data Science - UoP & NCSR "Demokritos"☆16Feb 27, 2023Updated 3 years ago
- ☆13Dec 22, 2023Updated 2 years ago
- Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training☆180Jun 19, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆45Dec 2, 2020Updated 5 years ago
- ☆47Jun 19, 2025Updated 9 months ago
- The semantic segmentation of remote sensing images☆16Jul 29, 2022Updated 3 years ago
- Computer Vision Approaches to Automate Mapping of Irrigated Lands☆12Feb 15, 2023Updated 3 years ago
- ☆10May 5, 2018Updated 7 years ago
- 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
- MIViT is accepted by TCSVT☆12Apr 2, 2024Updated last year
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆76Oct 1, 2019Updated 6 years ago
- Code repository of paper "CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification" publ…☆12Jul 15, 2025Updated 8 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 2020 Gaofen Challenge data, baselines, and metrics☆10Apr 2, 2021Updated 4 years ago
- ☆12Sep 13, 2018Updated 7 years ago
- PyTorch implementation of image segmentation for identifying water bodies from satellite images☆28May 31, 2025Updated 9 months ago
- ☆15Mar 31, 2023Updated 2 years ago
- Bias correction for streamflow time series☆15Nov 15, 2022Updated 3 years ago
- SWOT Raster Processor☆12Feb 7, 2025Updated last year
- ☆26Jun 23, 2025Updated 9 months ago
- Data Assimilation for Free Surface Flows : Shallow-Water like systems for river networks and floodplains.☆15Mar 10, 2026Updated 2 weeks ago
- Two demos for collecting GIS data. First, collecting POI data with Baidu API. Second, collecting street view images from Tencent.☆19Feb 20, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 2022 EarthCube Annual Meeting☆11Jul 28, 2022Updated 3 years ago
- Code for ML model for global irrigation☆16Apr 25, 2021Updated 4 years ago
- Data Assimilation for Free Surface Flows : 1D Shallow-Water like systems for river network dynamics.☆16Jan 23, 2026Updated 2 months ago
- API for retreiving time series of SWOT data☆30Updated this week
- Exploring data curtains using Cesium☆22Apr 7, 2021Updated 4 years ago
- Python implementation of Convolutional Neural Network (CNN) proposed in academia☆26Jun 6, 2019Updated 6 years ago
- High-Resolution Google Earth Image Cloud Detection Dataset☆14Dec 21, 2023Updated 2 years ago
- R package for downscaling off-the-shelf runoff products to explicit river network.☆21Oct 4, 2023Updated 2 years ago
- The implementation of CV-CFUNet using tensorflow. (CV-CFUNet: Complex-Valued Channel Fusion UNet for Refocusing of Ship Targets in SAR Im…☆17Jul 20, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A computer vision system was built to detect objects in an indoor scene using point clouds using a deep learning approach. PyTorch was us…☆13Jun 28, 2021Updated 4 years ago
- ☆37Aug 4, 2025Updated 7 months ago
- Deep learning framework; image classification; Nature Food publication☆11Mar 28, 2024Updated last year
- A multi-module change detection method for multi-temporal SAR images using deep learning☆25Jan 18, 2021Updated 5 years ago
- Landslide Susceptibility Mapping in Mila Basin, Algeria☆17Sep 4, 2019Updated 6 years ago
- Official implementation of improved parcel boundary delineation using SAM image embeddings and detail enhancement filters☆14Apr 27, 2025Updated 11 months ago
- Sentinel-2 Satellite Images Semantic Segmentation with U-NET☆24Dec 1, 2024Updated last year