datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
middleeast
Middle East AOI
Randomly sampled 5000 data tiles (3000 for training, and 1000 for validation and testing).
Occasionally, not all tiles were available for all datasets. We include a detailed breakdown of the number of chips per dataset below.
Datakind
Chips
s1grd-2020
5000
gssic
4829
gunw_2020-04-01_2020-06-30
4641
gunw_2020-01-01_2020-03-31
4561
s2rgbm-2020
5000
biomass-2020
5000
esaworldcover-2020
5000
modis44b006veg
5000
ghsbuilts-2020
5000
srtmdem… See the full description on the dataset page: https://huggingface.co/datasets/M3LEO-miniset/middleeast.middle_eastern_mixed_food_datasetMiddle_East_AOD_Dataset
Middle East AOD Dataset
Paired Sentinel-2 L1C satellite imagery and AERONET ground-truth Aerosol Optical Depth (AOD) at 550nm, for 20 monitoring sites across the Middle East and Eastern Mediterranean (2015–2025).
Built to train models that estimate AOD directly from satellite imagery. Full pipeline code and downstream feature engineering / modeling live in the companion GitHub repo: DualMind-Lab/middle_east_AOD_estimation.
Dataset Structure
├── dataset.csv… See the full description on the dataset page: https://huggingface.co/datasets/BaraaLazkani/Middle_East_AOD_Dataset.Middle_Eastern_Male_Profession
Training data
NYUAD-ComNets/Middle_Eastern_Male_Profession dataset was used to fine-tune stabilityai/stable-diffusion-xl-base-1.0
profession list =['pilot','doctor','nurse','pharmacist','dietitian','professor','teacher','mathematics scientist','computer engineer','programmer','tailor','cleaner',
'soldier','security guard','lawyer','manager','accountant','secretary','singer','journalist','youtuber','tiktoker','fashion model','chef','sushi chef']
BibTeX entry and citation… See the full description on the dataset page: https://huggingface.co/datasets/NYUAD-ComNets/Middle_Eastern_Male_Profession.Middle_Eastern_Female_Profession
Training data
NYUAD-ComNets/Middle_Eastern_Female_Profession dataset was used to fine-tune stabilityai/stable-diffusion-xl-base-1.0
profession list =['pilot','doctor','nurse','pharmacist','dietitian','professor','teacher','mathematics scientist','computer engineer','programmer','tailor','cleaner',
'soldier','security guard','lawyer','manager','accountant','secretary','singer','journalist','youtuber','tiktoker','fashion model','chef','sushi chef']
BibTeX entry and… See the full description on the dataset page: https://huggingface.co/datasets/NYUAD-ComNets/Middle_Eastern_Female_Profession.BM_Middle_East_Dataset
Data Collection, Preparation & Feature Extraction for AOD Estimation in the Middle East
Data Collection and Preparation
Objective
Data Collection
Preprocessing of AOD Values
Dataset Structure
Final Combined Dataset
Quality Control and Filtering
Outcome
1. Objective
The objective of this work is to construct a dataset suitable for estimating Aerosol Optical Depth (AOD) over the Middle East using ground-based (AERONET) and satellite-based (Sentinel-2 A2)… See the full description on the dataset page: https://huggingface.co/datasets/BMMLDL/BM_Middle_East_Dataset.middle_eastern_mixed_food_dataset_chunk_0