SebastianHafner

DS_UNet

Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.

SiameseSSL

Urban change detection with a Dual-Task Siamese network and semi-supervised learning

DDA_UrbanExtraction

Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data

DDA_PopulationMapping

Deep learning-based population mapping from Earth observation data in Sub-Saharan Africa

SemiSupervisedMultiModalCD

Semi-supervsed urban change detection with multi-modal Sentinel-1 SAR and Sentinel-2 MSI data.

multimodal_siamese_cd

gee_download

PopulationGrowthMapping_Kigali

Population Growth Mapping in Kigali using bi-temporal Sentinel-2 data and a Siamese network trained with weak supervision at the census level

segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

continuous_urban_change_detection

building_damage

This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple implementation of our strong baseline.

ChangeFormer

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

ConvLSTM-PyTorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

DS_UNet_MMTM

geovisualization_project

greedy_multimodal_learning

Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks

HARMONIA_urban_green

mapaespanolsuiza

MissingModality

packed_ensembles

population_mapping

population_mapping_paper2

pytorch-cifar

95.47% on CIFAR10 with PyTorch

SebastianHafner

Config files for my GitHub profile.

SebastianHafner.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

segmentation_playground

SemiCD

Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

SiameseSSLExtended

TimeSeriesClassification