datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
OceanDepths
OceanDepths GeoTIFF Raster and Aligned ARGO Dataset
This dataset package contains the model-ready Ocean variables (ARGO submarine data, sea surface height, sea surface temperature and
salinity, as well as GLORYS reanalysis information for 50 depth levels. The ARGO data has been projected onto the GLORYS grid in order
to build a ML-ready dataset. The intention is that users can create tensors easily for CV-inspired ML approaches to ocean-variable
reconstruction. While… See the full description on the dataset page: https://huggingface.co/datasets/ESA-philab/OceanDepths.esa-hubble
Dataset Card for ESA Hubble Deep Space Images & Captions
Dataset Summary
The ESA Hubble Deep Space Images & Captions dataset is composed primarily of Hubble deep space scans as high-resolution images,
along with textual descriptions written by ESA/Hubble. Metadata is also included, which enables more detailed filtering and understanding of massive space scans.
The purpose of this dataset is to enable text-to-image generation methods for generating high-quality deep space… See the full description on the dataset page: https://huggingface.co/datasets/Supermaxman/esa-hubble.phisat2-s2-lightglue-triplets
PhiSat-2 / Sentinel-2 LightGlue Triplets
This dataset contains finalized strict triplet outputs generated from the local
PhiSat-2/Sentinel-2 LightGlue pipeline. Each accepted patch includes real
PhiSat-2, Sentinel-2 L1C, simulated PhiSat-2, OmniCloudMask, ESA WorldCover, and
Koppen-Geiger metadata.
Quality policy: fail closed. Patches are accepted only when registration,
geometry, nodata, PhiSat-2 cloud, WorldCover, and Koppen gates pass.
Current upload:
finalized pairs: 1… See the full description on the dataset page: https://huggingface.co/datasets/ESA-philab/phisat2-s2-lightglue-triplets.NOAA-PIFSC-ESD-ESA-CORAL-ICRA-Dataset
Dataset Card for NOAA-PIFSC-ESD-ESA-CORAL-ICRA-Dataset
Dataset Details
Dataset Description
This dataset contains annotated benthic coral reef imagery of Isopora crateriformis (ICRA) coral species. The dataset is formatted for object detection tasks.
Bounding box annotations for ICRA coral colonies
Stratified train/validation/test splits for robust model evaluation
License: Public Domain (NOAA Open Data Public Access)
Dataset Composition:
Total… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/NOAA-PIFSC-ESD-ESA-CORAL-ICRA-Dataset.MCTED
MCTED - Mars CTX Terrain-Elevation Dataset
Dataset repository | arXiv article
Overview
MCTED is a machine-learning-ready dataset of optical images of the surface of Mars, paired with their corresponding digital elevation models.
It was created using an extensive repository of orthoimage-DEM pairs with the NASA Ames Stereo Pipeline using the Mars Reconneissance Orbiter's CTX instrument imagery by
Day et al. 2023. We process the samples from the repository using a… See the full description on the dataset page: https://huggingface.co/datasets/ESA-Datalabs/MCTED.ted-im2im-zhcn-enesa_philab_embed2heights
THIS IS A COPY OF THE ORIGINAL DATASET TO MAKE IT MORE ACCESSIBLE
SOURCE: https://www.eotdl.com/datasets/embed2heights?ref=philabchallenges-cms.earthpulse.es
embed2heights Challenge - Reaching New Heights with GeoFM Embeddings
Overview
The objective of the embed2heights challenge is to develop a multi-task method that uses Geospatial Foundation Model embeddings to map land cover and estimate heights at scale. Participants are asked to combine multiple embedding… See the full description on the dataset page: https://huggingface.co/datasets/troni21/esa_philab_embed2heights.ted-im2im-es-enPhilEOBench-road_density_regression
Simulated PhiSat Bench Dataset - Roads
This dataset comprises simulated PhiSat2 data derived from Sentinel-2, tailored for pixel-wise regression tasks aimed at estimating road coverage.
Dataset Overview
Each sample in the dataset includes a single-channel label.
The labels are stored as floating-point values that represent the estimated percentage of roads area within each pixel.
For a pixel with a 10-meter resolution (representing 100 square meters), the label… See the full description on the dataset page: https://huggingface.co/datasets/ESA-PhiLab-Edge/PhilEOBench-road_density_regression.ted-im2im-de-enPhilEOBench-building_density_regression
Simulated PhiSat Bench Dataset - Buildings
This repository contains a simulated dataset derived from Sentinel-2 data for building analysis.
Specifically, the dataset simulates outputs from the PhiSat2 satellite.
Label Description
Each sample in the dataset includes a single-channel label.
The labels are stored as floating-point values that represent the estimated percentage of building coverage within each pixel.
For a pixel with a 10-meter resolution… See the full description on the dataset page: https://huggingface.co/datasets/ESA-PhiLab-Edge/PhilEOBench-building_density_regression.coral-health-classification
Coral health classification dataset
This dataset is a combination of three coral image datasets:
Bleached and unbleached dataset (BU) by Jamil et al. [1]
Bleached, healthy and dead dataset (BHD) by Jamil et al. [1]
Dead subset of the EILAT dataset [2]
The labels of each image and source dataset is included in the filename i.e. "label_dataset_ID.png".
More info about the dataset:
Number of images: 1599
Number of classes: 3 (healthy, unhealthy, dead)
Healthy
Number of… See the full description on the dataset page: https://huggingface.co/datasets/esahit/coral-health-classification.Examples
Data Examples
This repository incudes samples for TerraMind demos at https://github.com/IBM/terramind.
esa_hubbleCWE_EXTENDEDCRETH_CLOSED_EYE_MODIFIEDCRETH_IMAGEBLUR_MODEIFIED