Agri-Hub

All

17 repositories

eoProcessors
Public
Python
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GNU Affero General Public License v3.0
•1•0•11•1•Updated Nov 29, 2024Nov 29, 2024
agri-hub.github.io
Public
Agri-Hub ressearch group
Ruby
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GNU Affero General Public License v3.0
•0•0•0•0•Updated Sep 24, 2024Sep 24, 2024
.github
Public
Research group: AI and Earth observation for sustainable ecosystems
0•0•0•0•Updated Aug 16, 2024Aug 16, 2024
igarss2024
Public
Summer School
Jupyter Notebook
•2•4•0•0•Updated Jul 6, 2024Jul 6, 2024
Deep-Learning-for-Cloud-Gap-Filling-on-Normalized-Difference-Vegetation-Index
Public
A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index (NDVI) time-series of a static 6-day time resolution and can be used for Events Detection tasks
Jupyter Notebook
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MIT License
•9•40•0•0•Updated Jun 14, 2024Jun 14, 2024
Callisto
Public
A Callisto repository that will hold relevant jupyter notebooks and other related work
Jupyter Notebook
•1•8•0•1•Updated Dec 13, 2023Dec 13, 2023
Callisto-Dataset-Collection
Public
A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.
machine-learning data-repository machine-learning-datasets deep-learning dataset remote-sensing satellite-imagery datasets
Apache License 2.0
•22•163•1•0•Updated Nov 21, 2023Nov 21, 2023
AAAI23-Eval-AgriRecommendations
Public
"Evaluating Digital Agriculture Recommendations with Causal Inference". It was accepted and presented in the special track on Artificial Intelligence for Social Impact, AAAI-23
machine-learning sustainability recommendation-system causal-inference earth-observation decision-support-system observational-data causal-graphical-models digital-agriculture
Jupyter Notebook
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MIT License
•2•6•0•0•Updated Sep 28, 2023Sep 28, 2023
cotton-phenology-dataset
Public
Jupyter Notebook
•7•13•0•0•Updated Mar 9, 2023Mar 9, 2023
CCAI-NeurIPS22-Personalizing
Public
"Personalizing Sustainable Agriculture with Causal Machine Learning". Best Proposal Paper of "Tackling Climate Change with Machine Learning" Workshop, NeurIPS'22.
machine-learning sustainability agriculture climate-change causal-inference earth-observation soil-organic-carbon
Jupyter Notebook
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GNU General Public License v3.0
•0•1•0•0•Updated Feb 2, 2023Feb 2, 2023
Space2Ground
Public
A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoring.
machine-learning agriculture crop-classification grassland crop-monitoring dataset
Jupyter Notebook
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GNU General Public License v3.0
•4•21•2•0•Updated Aug 2, 2022Aug 2, 2022
datacap
Public
An end-to-end framework for monitoring the CAP, which utilizes Open Data Cube, Sentinel-2 data and Streel-level images.
Jupyter Notebook
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MIT License
•1•6•0•0•Updated Apr 15, 2022Apr 15, 2022
Mapillary_Annotation
Public
0•7•0•0•Updated Apr 15, 2022Apr 15, 2022
ADC
Public
A Data Cube-based Framework for Utilizing Big Satellite Data for Agriculture Monitoring
Python
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Apache License 2.0
•2•7•0•0•Updated Apr 14, 2022Apr 14, 2022
Educational
Public
Educational Scripts related to Geoprocessing with Python
Jupyter Notebook
•0•1•0•0•Updated Apr 1, 2022Apr 1, 2022
rice_map
Public
This dataset includes three paddy rice maps in South Korea for the year 2018. Specifically, the three maps are for the regions of i) Seosan and Dangjin, ii) Haenam and iii) Cheorwon. The paddy rice maps are a product Random Forest predictions and DO NOT represent ground truth information. The predictions were made based on a semi-supervised appr…
1•3•0•0•Updated Jan 12, 2022Jan 12, 2022
eshape_phenology
Public
Jupyter Notebook
•0•1•0•0•Updated Apr 8, 2021Apr 8, 2021