orion29 / Satellite-Image-Segmentation-for-Flood-Damage-Analysis
Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.
☆37Updated 3 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
- ☆31Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆49Updated last month
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆15Updated 11 months ago
- ☆37Updated last year
- Satellite cloud removal with Deep Image Prior.☆66Updated 5 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆93Updated 2 months ago
- ☆28Updated 4 years ago
- MSc Thesis - Data Science - UoP & NCSR "Demokritos"☆13Updated last year
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆60Updated last year
- S1S2-Water: A global dataset for semantic segmentation of water bodies from Sentinel-1 and Sentinel-2 satellite images☆30Updated 8 months ago
- Code and data for Kuro Siwo flood mapping dataset☆52Updated this week
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆42Updated last year
- Starter notebook for AI4EO #MapYourCity challenge☆13Updated 9 months ago
- SEN12-FLOOD Dataset☆27Updated 4 years ago
- Repo for testing foundation models☆44Updated last year
- List of datasets and codes for remote sensing LULC applications.☆34Updated 5 months ago
- Crop classification of fields in South Africa using multispectral imagery☆18Updated 2 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆44Updated 5 months ago
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆28Updated last month
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆42Updated 7 months ago
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆24Updated 5 years ago
- ☆55Updated 6 months ago
- Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery☆16Updated 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…☆21Updated last year
- ☆57Updated 7 months ago
- This repository implements a framework to perform semantic segmentation of polarimetric SAR images, coming form Sentinel satellites, usin…☆16Updated 3 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆53Updated last year
- ☆41Updated last year
- ☆18Updated last year
- ☆12Updated 2 years ago