Title
An Image AI Dataset for Deep-sea Organism Detection
Abstract
This is an AI training dataset for detecting organisms from images taken during deep-sea survey. The detection targets are labeled into 19 rough categories such as "shrimp" and "fish". The dataset consists of over 8,000 images sliced from JAMSTEC's deep-sea survey videos on "JAMSTEC E-library of Deep-sea Images (J-EDI)" and COCO (Common Objects in Context) format JSON including bounding boxes and labels. The dataset can be downloaded as a zip file.
Data Set Citation
Dataset Creator
Takaki Nishio and Yuki Kawae (Japan Agency for Marine-Earth Science and Technology)
Dataset Title
An Image AI Dataset for Deep-sea Organism Detection
Other Citation Details
Data Citation: Takaki Nishio, Yuki Kawae (2025). J-EDI Organism Detection Dataset (JODD). JAMSTEC. https://doi.org/10.17596/0004035
Persistent Identifier
Type
DOI
Identifier
10.17596/0004035
Personnel
Role
DIF AUTHOR
Contact
Global Oceanographic Data Center (GODAC) Data and information Technology Development Group (jedi-admin@jamstec.go.jp)
Role
TECHNICAL CONTACT
Contact
JAMSTEC E-library of Deep-sea Images (J-EDI) staff (jedi-admin@jamstec.go.jp)
Keyword List
ISO Topic Category
GEOSCIENTIFIC INFORMATION
OCEANS
Parameter
EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>MARINE ECOSYSTEMS>BENTHIC>BENTHIC HABITAT
EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>MARINE ECOSYSTEMS>MARINE HABITAT
Platform
Other
JAMSTEC
Use Constraints
The copyright of the dataset belongs to JAMSTEC.Please refer to JAMSTEC's web page (https://www.jamstec.go.jp/e/database/data_policy.html) for details of the data policy. The dataset is licensed under CC BY-NC-SA 4.0.Please refer to the dataset download page (https://www.godac.jamstec.go.jp/jedi/e/dataset/jedi_organism_detection_dataset.html) for details of the conditions of use.
Originating Center
Japan Agency for Marine-Earth Science and Technology
Organization
Organization Type
ORIGINATOR
Organization Name
Short Name
JAMSTEC
Long Name
Japan Agency for Marine-Earth Science and Technology
Personnel
Role
TECHNICAL CONTACT
Contact
dmo@jamstec.go.jp (dmo@jamstec.go.jp)
Related URL
Description
An Image AI Dataset for Deep-sea Organism Detection
Last Metadata Revision Date
2025-02-18