remotesensing

Open-source Jupyter Notebooks and Python tools for geospatial analysis with Digital Earth Australia, Open Data Cube, and Xarray

This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

MIAmi Phase Linking in PYthon

This is an official implementation for "Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors“ (AAAI 2023))

Open-source interface for processing recreation-grade side scan sonar datasets and reproducibly mapping benthic habitat

Yet Another Time Series Model

This repository contains a pipeline blending Python and R features, first to: download, preprocess, and compute Sentinel-1 SAR vegetation indices (all in Python); following for image sampling in R.

Gaia is a geospatial analysis library jointly developed by Kitware and Epidemico.

A lightweight Python package for interactive mapping with Earth Engine and folium

A lightweight, GDAL-free Python package for reading, writing, resampling, and masking GeoTIFF raster files using Numpy.

Study of Transformer based models for Multimodal Remote Sensing Image Classification

SOTA method on Potsdam and Vaihingen datasets, based on HRNet.

RiverSnap - estimation of river hydraulic parameters using machine learning/AI models

Morphological Building Index, extract Buildings from a high-resolution top view image.

On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters

REMEX Lab's home page.

VectorScope: Similarity Search with Google’s Satellite Embedding V1 empowers users to map surface types by drawing sample points or loading point assets. The app computes cosine-similarity heatmaps of 64-dimensional embeddings for any year, offers threshold tuning and heatmap toggling among other functionalities

Official Repository for Burn Area Mapper (BAM)