aj1365 / e-TransUNetLinks
This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is published in the Remote Sensing Applications: Society and Environment. journal.
☆14Updated last year
Alternatives and similar repositories for e-TransUNet
Users that are interested in e-TransUNet are comparing it to the libraries listed below
Sorting:
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆26Updated 2 years ago
- Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks an…☆10Updated 3 years ago
- Here is the code developed for the paper "A deep learning framework based on generative adversarial networks and vision transformer for c…☆17Updated 3 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Updated 2 years ago
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆34Updated 3 years ago
- ☆14Updated 4 months ago
- Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.☆27Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆71Updated 3 months ago
- This Keras code is for the paper A. Jamali, S. K. Roy, J. Li and P. Ghamisi, "[Neighborhood Attention Makes the Encoder of ResUNet Strong…☆17Updated last year
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆16Updated 3 years ago
- ☆28Updated 8 months ago
- Deep learning framework; image classification; Nature Food publication☆11Updated last year
- ☆22Updated last year
- ☆26Updated 8 months ago
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆43Updated last year
- ☆39Updated 2 years ago
- A multivariate algorithm to detect breakpoints using multispectral time series.☆13Updated last year
- ☆43Updated 6 months ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 3 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitori…☆21Updated 3 years ago
- ☆17Updated last year
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆16Updated 3 years ago
- ☆40Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆63Updated 6 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆33Updated 2 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆58Updated 8 months ago
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆22Updated 2 years ago
- ☆28Updated last year
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆21Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆81Updated 7 months ago