EY Open Challenge 2024 - Satellite Image Classification

This is the pytorch implement of the paper "RSMamba: Remote Sensing Image Classification with State Space Model"

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.

Above ground biomass estimation of Finland's boreal forest using Sentinel time series data

A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series (IGARSS 2023)

Object Detection on Radar sensor and RGB camera images. https://ieeexplore.ieee.org/document/9191046

Context Aware Change Detection With Semi Supervised Learning

How High are We? Large-Scale Building Height Estimation Using Sentinel-1 Sar and Sentinel-2 Msi Time Series

Code for Transformers Solve Limited Receptive Field for Monocular Depth Prediction

Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635

This a repository with the winners' code from the BioMassters challenge

Supervised Change Detection for Floods. https://ieeexplore.ieee.org/document/9883132

Optimized Text Document Classification

Flood Segmentation on SAR [Frontiers in Remote Sensing: https://doi.org/10.3389/frsen.2022.1060144]

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

BIOMASS Product Algorithm Laboratory

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

TF MOtif Discovery from Importance SCOres