Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.
☆53Feb 27, 2021Updated 5 years ago
Alternatives and similar repositories for Satellite-Image-Segmentation-for-Flood-Damage-Analysis
Users that are interested in Satellite-Image-Segmentation-for-Flood-Damage-Analysis 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 is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images☆47Sep 26, 2022Updated 4 years ago
- The 1st Sentinel-1 SLC benchmark dataset for large scale flood mapping (open floods and urban floods), including intensity and coherence.☆41Jan 6, 2026Updated 9 months ago
- The official repo for ISPRS JP&RS 2024 "DAM-Net: Flood detection from SAR imagery using differential attention metric-based vision trans…☆54May 23, 2026Updated 4 months ago
- MSc Thesis - Data Science - UoP & NCSR "Demokritos"☆16Feb 27, 2023Updated 3 years ago
- Using A Segmentation Neural Net to map out flooded areas of Houston TX using satellite imagery☆29Oct 24, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆183May 20, 2026Updated 4 months ago
- ☆256Apr 9, 2021Updated 5 years ago
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆21Jan 31, 2024Updated 2 years ago
- Using Deep Learning To Identify And Classify Building Damage☆15Aug 13, 2024Updated 2 years ago
- Repository for the Deep Wetlands project in which we detect changes in water extension of wetlands my using multispectral and SAR images☆18Aug 12, 2026Updated last month
- This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 …☆50May 21, 2024Updated 2 years ago
- A simple module for JSON-encoding the GDAL Data Model (VRT).☆15Nov 26, 2018Updated 7 years ago
- Shoreline extraction via generative adversarial networks, prediction via LSTMs☆29Jun 20, 2023Updated 3 years ago
- Python library (multi-threaded) for retrieving SRTM elevation map of CGIAR-CSI.☆12Jun 13, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A streamlit web app visualizing global surface water datasets.☆12Aug 11, 2022Updated 4 years ago
- Flood delineation from Sentinel-1 SAR imagery☆46Apr 8, 2025Updated last year
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- ☆33Jan 11, 2021Updated 5 years ago
- ☆13Mar 21, 2024Updated 2 years ago
- This repo implements a complex-valued multi-stream fully convolutional network for PolSAR data despeckling.☆21Apr 7, 2021Updated 5 years ago
- Video shot detection in four algorithms☆16Feb 10, 2019Updated 7 years ago
- Remote sensing elevation (3D) change detection with deep learning☆33Jan 18, 2023Updated 3 years ago
- EGYPT-Dataset☆20Jun 22, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Global (near-coastal) Flood Forecasting (GFF) dataset☆30Nov 19, 2024Updated last year
- SOTA method on Potsdam and Vaihingen datasets, based on HRNet.☆22Apr 29, 2022Updated 4 years ago
- Statistical extreme value analysis of storm surges with Python☆12Jan 3, 2024Updated 2 years ago
- Python tools for cloud-native coastal analytics☆23Jul 20, 2026Updated 2 months ago
- Deep Learning - CNN☆15Jan 27, 2020Updated 6 years ago
- This is the repository for "A Segment Anything Model based weaky supervised learning method for crop mapping using Sentinel-2 time series…☆21Sep 19, 2024Updated 2 years ago
- Inpaint satellite imagery using Stable Diffusion☆13Jun 9, 2023Updated 3 years ago
- Dataset and Code for MSNet☆41Jun 4, 2022Updated 4 years ago
- An implementation of the paper SAR Image Despeckling Using a Convolutional Neural Network by Puyang Wang,☆16Aug 3, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Python package for querying public bathymetric data sources.☆15Aug 19, 2025Updated last year
- Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Evaluation Only". Ranked ranked 40th on lea…☆81Jan 8, 2021Updated 5 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆12Oct 3, 2020Updated 6 years ago
- The dataset consists of 600 images about pavement cracks taken from roads in Edmonton Canada. They are all annotated at pixel level for c…☆34Jun 4, 2020Updated 6 years ago
- Semantic Image Segmentation - Severstal Steel Defect Detection Kaggle☆10Dec 9, 2020Updated 5 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- Code for the paper: Image-to-Voxel Model Translation for 3D Scene Reconstruction and Segmentation☆23Sep 6, 2020Updated 6 years ago