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ESA-PhiLab's repositories

OpenSarToolkit

High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.

Language:PythonMIT205 16 60

Major-TOM

Expandable Datasets for Earth Observation

Language:Jupyter Notebook121 11 5

iris

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Language:JavaScriptGPL-3.0120 10 27

Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which corresponds to a decompressed version of Level-0 data with additional metadata. The software is demonstrated on the first Sentinel-2 dataset containing raw data for warm temperature hotspots detection/classification.

Language:PythonApache-2.067 4 12

NGVEO

Deep learning for Earth Observation

Language:PythonMIT50 8 2

hypernet

Language:Jupyter NotebookMIT47 9 3

eo4ai

Earth Observation dataset preprocessing tools for Deep Learning

Language:PythonMIT35 5 3

OST_Notebooks

Language:Jupyter Notebook32 7 4

phileo-bench

Repo for testing foundation models

Language:Jupyter NotebookNOASSERTION3100

floatingobjects

Language:Python28 50

QNN4EO

Language:Jupyter Notebook27 6 1

WorldCrops

Precision agriculture in the embedding space

Language:Jupyter NotebookMIT21 50

infrastructure

Mapping and monitoring of infrastructure in desert regions with Sentinel-1

Language:Jupyter Notebook12 40

RobustMFSRforEO

Language:Jupyter NotebookApache-2.011 5 3

Learning_from_Unlabeled_Data_for_Domain_Adaptation_for_Semantic_Segmentation

Learning from Unlabeled Data: Domain Adaptation for Semantic Segmentation

Language:PythonMIT7 30

AI4EO-Challenge-Building-Sustainability

AI4EO Challenge BiDS 2023 - Building Sustainability: Using AI for Estimating Construction Year from multi-modal street-view - EO dataset

Language:Jupyter Notebook6 40

phileo-dataset

PhilEO Dataset

Language:Python600

ESA-UNICEF_DengueForecastProject

A reproducible ensemble machine learning approach to forecast dengue outbreaks

Language:Jupyter Notebook5 30

buried-archaeology

Task generating and task run processing scripts as well as task presenter HTMLs for the Buried Archaeology crowdsourcing project hosted on PyBossa.

Language:HTML4 20

SemanticAlignNet

http://arxiv.org/pdf/2404.11302 - A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching - Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini

400