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ai4eo

Python routines for Machine Learning applications for Earth Observation

ai4eo-challenge-building-sustainability

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

buried-archaeology

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

case-studies-backlog

drone-crop-type

Classify crop types in drone images with a pre-trained CNN

dummy_repo

some test on collaborative coding

eo4ai

Earth Observation dataset preprocessing tools for Deep Learning

esa-unicef_dengueforecastproject

A reproducible ensemble machine learning approach to forecast dengue outbreaks

floatingobjects

hypernet

infrastructure

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

iris

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

learning_from_unlabeled_data_for_domain_adaptation_for_semantic_segmentation

Learning from Unlabeled Data: Domain Adaptation for Semantic Segmentation

major-tom

Expandable Datasets for Earth Observation

mapyourcity

http://platform.ai4eo.eu/map-your-city - AI4EO Challenge MapYourCity - Multi-modal street-view - EO dataset

ngveo

Deep learning for Earth Observation

novamanager

opensartoolkit

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

ost_notebooks

phileo-bench

Repo for testing foundation models

phileo-dataset

PhilEO Dataset

pyraws

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.

python-sentinelswipe-workers

Backend scripts to run the SentinelSwipe App

qml4eo-tutorial

qnn4eo

racetic

radiometric-slope-correction

Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine

robustmfsrforeo

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

sentinelswipe

SentinelSwipe's landing page.