datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL… See the full description on the dataset page: https://huggingface.co/datasets/De129472/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL
Bleached… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL… See the full description on the dataset page: https://huggingface.co/datasets/Kshoarya-8/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.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.noaa-pacific-benthic-cover-t3-all
Dataset Card for NOAA Pacific Benthic Image Classification Dataset T3 (All Annotations, Unsplit)
Dataset Details
Dataset Description
This dataset contains benthic reef image crops for Tier-3 coral reef classification, built from CoralNet-derived annotations associated with NOAA Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD) monitoring programs.
Images are 224×224 crops associated with one label per crop. This all-annotations… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/noaa-pacific-benthic-cover-t3-all.noaa-pacific-benthic-cover-t3
Dataset Card for NOAA Pacific Benthic Image Classification Dataset Tier 3 (Fine-Grained)
Dataset Details
Dataset Description
This dataset contains benthic reef image crops for Tier-3 coral reef classification, built from CoralNet-derived annotations associated with NOAA Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD) monitoring programs.
Images are 224×224 crops associated with one label per crop and split into… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/noaa-pacific-benthic-cover-t3.NOAA_buoycams
NOAA Buoycam Dataset
This dataset provides NOAA buoycam images paired with meteorological observation data from the time the image was captured.
Dataset Details
Created using SeeSea (https://github.com/BrianOfrim/SeeSea)
Json Observation Data:
Key
Type
Unit
description
station_id
string
N/A
Id of the buoy
timestamp
string
YYYY_MM_dd_HHmm
Date/time of image & observation
description
string
N/A
Data
lat_deg
float
degrees [-90, 90]
Latitude… See the full description on the dataset page: https://huggingface.co/datasets/brianofrim/NOAA_buoycams.noaa-pacific-benthic-cover-t1
Dataset Card for NOAA Pacific Benthic Image Classification Dataset Tier 1(Broad)
Dataset Details
Dataset Description
This dataset contains benthic reef image crops for Tier-1 coral reef classification, built from CoralNet-derived annotations associated with NOAA Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD) monitoring programs.
Images are 224×224 crops associated with one label per crop and split into train/validation/test.… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/noaa-pacific-benthic-cover-t1.noaa-pacific-benthic-cover-t1-all
Dataset Card for NOAA Pacific Benthic Image Classification Dataset T1 (All Annotations, Unsplit)
Dataset Details
Dataset Description
This dataset contains benthic reef image crops for Tier-1 coral reef classification, built from CoralNet-derived annotations associated with NOAA Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD) monitoring programs.
Images are 224×224 crops associated with one label per crop. This all-annotations… See the full description on the dataset page: https://huggingface.co/datasets/NMFS-OSI/noaa-pacific-benthic-cover-t1-all.NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL… See the full description on the dataset page: https://huggingface.co/datasets/Ansssss/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL
Bleached… See the full description on the dataset page: https://huggingface.co/datasets/acewithalka/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset
Dataset Card for NOAA-ESD-CORAL-Bleaching Classification Dataset v1
Overview
For the development of machine learning models to classify coral health, specifically identifying healthy hard coral (CORAL) and bleached hard coral (CORAL_BL).This dataset contains underwater imagery collected by NOAA's Ecosystem Sciences Division (ESD) and other benthic surveys.
Labels
Label
Name
Functional Group
CORAL
Healthy Hard Coral
Hard Coral
CORAL_BL
Bleached… See the full description on the dataset page: https://huggingface.co/datasets/krithik274/NOAA-PIFSC-ESD-CORAL-Bleaching-Dataset.noaa-pacific-benthic-cover-t1-all
Dataset Card for NOAA Pacific Benthic Image Classification Dataset T1 (All Annotations, Unsplit)
Dataset Details
Dataset Description
This dataset contains benthic reef image crops for Tier-1 coral reef classification, built from CoralNet-derived annotations associated with NOAA Pacific Islands Fisheries Science Center (PIFSC) Ecosystem Sciences Division (ESD) monitoring programs.
Images are 224×224 crops associated with one label per crop. This all-annotations… See the full description on the dataset page: https://huggingface.co/datasets/akridge/noaa-pacific-benthic-cover-t1-all.