Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning

This Zenodo dataset contain the Common Objects in Context (COCO) files linked to the following publication: Verhaegen, G, Cimoli, E, & Lindsay, D (2021). Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning. Biodiver...

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Bibliographic Details
Main Authors: Verhaegen, Gerlien, Cimoli, Emiliano, Lindsay, Dhugal J
Format: Dataset
Language:unknown
Published: Zenodo 2021
Subjects:
Southern Ocean
gelatinous zooplankton
siphonophore
video annotation
remotely-operated vehicle ROV
Common Objects in Context COCO
machine learning
Ross Sea
Verhaegen
Antarc*
Antarctica
Online Access:https://dx.doi.org/10.5281/zenodo.5118012
https://zenodo.org/record/5118012
id ftdatacite:10.5281/zenodo.5118012
record_format openpolar
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Southern Ocean
gelatinous zooplankton
siphonophore
video annotation
remotely-operated vehicle ROV
Common Objects in Context COCO
machine learning
spellingShingle Southern Ocean
gelatinous zooplankton
siphonophore
video annotation
remotely-operated vehicle ROV
Common Objects in Context COCO
machine learning
Verhaegen, Gerlien
Cimoli, Emiliano
Lindsay, Dhugal J
Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
topic_facet Southern Ocean
gelatinous zooplankton
siphonophore
video annotation
remotely-operated vehicle ROV
Common Objects in Context COCO
machine learning
description This Zenodo dataset contain the Common Objects in Context (COCO) files linked to the following publication: Verhaegen, G, Cimoli, E, & Lindsay, D (2021). Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning. Biodiversity Data Journal. Each COCO zip folder contains an "annotations" folder including a json file and an "images" folder containing the annotated images. Details on each COCO zip folders: Beroe_sp_A_images-coco 1.0.zip COCO annotations of Beroe sp. A for the following 114 images: MCMEC2018_20181116_NIKON_Beroe_sp_A_c_1 to MCMEC2018_20181116_NIKON_Beroe_sp_A_c_16, MCMEC2018_20181125_NIKON_Beroe_sp_A_d_1 to MCMEC2018_20181125_NIKON_Beroe_sp_A_d_57, MCMEC2018_20181127_NIKON_Beroe_sp_A_e_1 to MCMEC2018_20181127_NIKON_Beroe_sp_A_e_2, MCMEC2019_20191116_SONY_Beroe_sp_A_a_1 to MCMEC2019_20191116_SONY_Beroe_sp_A_a_28, and MCMEC2019_20191127_SONY_Beroe_sp_A_f_1 to MCMEC2019_20191127_SONY_Beroe_sp_A_f_12 Beroe_sp_B_images-coco 1.0.zip COCO annotations of Beroe sp. B for the following 2 images: MCMEC2019_20191115_SONY_Beroe_sp_B_a_1 and MCMEC2019_20191115_SONY_Beroe_sp_B_a_2 Callianira_cristata_images-coco 1.0.zip COCO annotations of Callianira cristata for the following 21 images: MCMEC2019_20191120_SONY_Callianira_cristata_b_1 to MCMEC2019_20191120_SONY_Callianira_cristata_b_21 Diplulmaris_antarctica_images-coco 1.0.zip COCO annotations of Diplulmaris antarctica for the following 83 images: MCMEC2019_20191116_SONY_Diplulmaris_antarctica_a_1 to MCMEC2019_20191116_SONY_Diplulmaris_antarctica_a_9, and MCMEC2019_20191201_SONY_Diplulmaris_antarctica_c_1 to MCMEC2019_20191201_SONY_Diplulmaris_antarctica_c_74 Koellikerina_maasi_images-coco 1.0.zip COCO annotations of Koellikerina maasi for the following 49 images: MCMEC2018_20181127_NIKON_Koellikerina_maasi_b_1 to MCMEC2018_20181127_NIKON_Koellikerina_maasi_b_4, MCMEC2018_20181129_NIKON_Koellikerina_maasi_c_1 to MCMEC2018_20181129_NIKON_Koellikerina_maasi_c_29, and MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1 to MCMEC2019_20191126_SONY_Koellikerina_maasi_a_16 Leptomedusa_sp_A-coco 1.0.zip COCO annotations of Leptomedusa sp. A for Figure 5 (see paper). Leuckartiara_brownei_images-coco 1.0.zip COCO annotations of Leuckartiara brownei for the following 48 images: MCMEC2018_20181129_NIKON_Leuckartiara_brownei_b_1 to MCMEC2018_20181129_NIKON_Leuckartiara_brownei_b_27, MCMEC2018_20181129_NIKON_Leuckartiara_brownei_c_1 to MCMEC2018_20181129_NIKON_Leuckartiara_brownei_c_6, and MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_1 to MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_15 MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following video (total of 1847 frames): MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3 (https://youtu.be/0W2HHLW71Pw) MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3-coco 1.0.zip COCO annotations of Leuckartiara brownei for the following video (total of 1367 frames): MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3 (https://youtu.be/dEIbVYlF_TQ) MCMEC2019_20191122_SONY_Callianira_cristata_a_1-coco 1.0.zip COCO annotations of Callianira cristata for the following video (total of 2423 frames): MCMEC2019_20191122_SONY_Callianira_cristata_a_1 (https://youtu.be/30g9CvYh5JE) MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1-coco 1.0.zip COCO annotations of Leptomedusa sp. B for the following video (total of 1164 frames): MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1 (https://youtu.be/hrufuPQ7F8U) MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1-coco 1.0.zip COCO annotations of Koellikerina maasi for the following video (total of 1643 frames): MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1 (https://youtu.be/QiBPf_HYrQ8) MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following video (total of 239 frames): MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1 (https://youtu.be/pvXYlQGZIVg) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 444 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2 (https://youtu.be/2rrQCybEg0Q) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 683 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3 (https://youtu.be/G9tev_gdUvQ) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 1127 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4 (https://youtu.be/NfJjKBRh5Hs) MCMEC2019_20191130_SONY_Beroe_sp_A_b_1-coco 1.0.zip COCO annotations of Beroe sp. A for the following video (total of 2171 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_1 (https://youtu.be/kGBUQ7ZtH9U) MCMEC2019_20191130_SONY_Beroe_sp_A_b_2-coco 1.0.zip COCO annotations of Beroe sp. A for the following video (total of 359 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_2 (https://youtu.be/Vbl_KEmPNmU) Mertensiidae_sp_A_images-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following 49 images: MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_c_1 to MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_c_2, MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_f_1 to MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_f_8, MCMEC2018_20181129_NIKON_Mertensiidae_sp_A_d_1 to MCMEC2018_20181129_NIKON_Mertensiidae_sp_A_d_13, MCMEC2018_20181201_ROV_Mertensiidae_sp_A_e_1 to MCMEC2018_20181201_ROV_Mertensiidae_sp_A_e_15, and MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_1 to MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_11 Pyrostephos_vanhoeffeni_images-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following 14 images: MCMEC2019_20191125_SONY_Pyrostephos_vanhoeffeni_a_1 to MCMEC2019_20191125_SONY_Pyrostephos_vanhoeffeni_a_8, MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_1 to MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_6 Solmundella_bitentaculata_images-coco 1.0.zip COCO annotations of Solmundella bitentaculata for the following 13 images: MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_1 to MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_13
format Dataset
author Verhaegen, Gerlien
Cimoli, Emiliano
Lindsay, Dhugal J
author_facet Verhaegen, Gerlien
Cimoli, Emiliano
Lindsay, Dhugal J
author_sort Verhaegen, Gerlien
title Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
title_short Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
title_full Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
title_fullStr Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
title_full_unstemmed Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning
title_sort life beneath the ice: jellyfish and ctenophores from the ross sea, antarctica, with an image-based training set for machine learning
publisher Zenodo
publishDate 2021
url https://dx.doi.org/10.5281/zenodo.5118012
https://zenodo.org/record/5118012
long_lat ENVELOPE(31.117,31.117,-72.567,-72.567)
geographic Ross Sea
Southern Ocean
Verhaegen
geographic_facet Ross Sea
Southern Ocean
Verhaegen
genre Antarc*
Antarctica
Ross Sea
Southern Ocean
genre_facet Antarc*
Antarctica
Ross Sea
Southern Ocean
op_relation https://dx.doi.org/10.5281/zenodo.5118013
op_rights Open Access
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.5281/zenodo.5118012
https://doi.org/10.5281/zenodo.5118013
_version_ 1766253670177964032
spelling ftdatacite:10.5281/zenodo.5118012 2023-05-15T13:50:32+02:00 Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning Verhaegen, Gerlien Cimoli, Emiliano Lindsay, Dhugal J 2021 https://dx.doi.org/10.5281/zenodo.5118012 https://zenodo.org/record/5118012 unknown Zenodo https://dx.doi.org/10.5281/zenodo.5118013 Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess CC-BY Southern Ocean gelatinous zooplankton siphonophore video annotation remotely-operated vehicle ROV Common Objects in Context COCO machine learning dataset Dataset 2021 ftdatacite https://doi.org/10.5281/zenodo.5118012 https://doi.org/10.5281/zenodo.5118013 2021-11-05T12:55:41Z This Zenodo dataset contain the Common Objects in Context (COCO) files linked to the following publication: Verhaegen, G, Cimoli, E, & Lindsay, D (2021). Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning. Biodiversity Data Journal. Each COCO zip folder contains an "annotations" folder including a json file and an "images" folder containing the annotated images. Details on each COCO zip folders: Beroe_sp_A_images-coco 1.0.zip COCO annotations of Beroe sp. A for the following 114 images: MCMEC2018_20181116_NIKON_Beroe_sp_A_c_1 to MCMEC2018_20181116_NIKON_Beroe_sp_A_c_16, MCMEC2018_20181125_NIKON_Beroe_sp_A_d_1 to MCMEC2018_20181125_NIKON_Beroe_sp_A_d_57, MCMEC2018_20181127_NIKON_Beroe_sp_A_e_1 to MCMEC2018_20181127_NIKON_Beroe_sp_A_e_2, MCMEC2019_20191116_SONY_Beroe_sp_A_a_1 to MCMEC2019_20191116_SONY_Beroe_sp_A_a_28, and MCMEC2019_20191127_SONY_Beroe_sp_A_f_1 to MCMEC2019_20191127_SONY_Beroe_sp_A_f_12 Beroe_sp_B_images-coco 1.0.zip COCO annotations of Beroe sp. B for the following 2 images: MCMEC2019_20191115_SONY_Beroe_sp_B_a_1 and MCMEC2019_20191115_SONY_Beroe_sp_B_a_2 Callianira_cristata_images-coco 1.0.zip COCO annotations of Callianira cristata for the following 21 images: MCMEC2019_20191120_SONY_Callianira_cristata_b_1 to MCMEC2019_20191120_SONY_Callianira_cristata_b_21 Diplulmaris_antarctica_images-coco 1.0.zip COCO annotations of Diplulmaris antarctica for the following 83 images: MCMEC2019_20191116_SONY_Diplulmaris_antarctica_a_1 to MCMEC2019_20191116_SONY_Diplulmaris_antarctica_a_9, and MCMEC2019_20191201_SONY_Diplulmaris_antarctica_c_1 to MCMEC2019_20191201_SONY_Diplulmaris_antarctica_c_74 Koellikerina_maasi_images-coco 1.0.zip COCO annotations of Koellikerina maasi for the following 49 images: MCMEC2018_20181127_NIKON_Koellikerina_maasi_b_1 to MCMEC2018_20181127_NIKON_Koellikerina_maasi_b_4, MCMEC2018_20181129_NIKON_Koellikerina_maasi_c_1 to MCMEC2018_20181129_NIKON_Koellikerina_maasi_c_29, and MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1 to MCMEC2019_20191126_SONY_Koellikerina_maasi_a_16 Leptomedusa_sp_A-coco 1.0.zip COCO annotations of Leptomedusa sp. A for Figure 5 (see paper). Leuckartiara_brownei_images-coco 1.0.zip COCO annotations of Leuckartiara brownei for the following 48 images: MCMEC2018_20181129_NIKON_Leuckartiara_brownei_b_1 to MCMEC2018_20181129_NIKON_Leuckartiara_brownei_b_27, MCMEC2018_20181129_NIKON_Leuckartiara_brownei_c_1 to MCMEC2018_20181129_NIKON_Leuckartiara_brownei_c_6, and MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_1 to MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_15 MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following video (total of 1847 frames): MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3 (https://youtu.be/0W2HHLW71Pw) MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3-coco 1.0.zip COCO annotations of Leuckartiara brownei for the following video (total of 1367 frames): MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3 (https://youtu.be/dEIbVYlF_TQ) MCMEC2019_20191122_SONY_Callianira_cristata_a_1-coco 1.0.zip COCO annotations of Callianira cristata for the following video (total of 2423 frames): MCMEC2019_20191122_SONY_Callianira_cristata_a_1 (https://youtu.be/30g9CvYh5JE) MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1-coco 1.0.zip COCO annotations of Leptomedusa sp. B for the following video (total of 1164 frames): MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1 (https://youtu.be/hrufuPQ7F8U) MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1-coco 1.0.zip COCO annotations of Koellikerina maasi for the following video (total of 1643 frames): MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1 (https://youtu.be/QiBPf_HYrQ8) MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following video (total of 239 frames): MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1 (https://youtu.be/pvXYlQGZIVg) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 444 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2 (https://youtu.be/2rrQCybEg0Q) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 683 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3 (https://youtu.be/G9tev_gdUvQ) MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following video (total of 1127 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4 (https://youtu.be/NfJjKBRh5Hs) MCMEC2019_20191130_SONY_Beroe_sp_A_b_1-coco 1.0.zip COCO annotations of Beroe sp. A for the following video (total of 2171 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_1 (https://youtu.be/kGBUQ7ZtH9U) MCMEC2019_20191130_SONY_Beroe_sp_A_b_2-coco 1.0.zip COCO annotations of Beroe sp. A for the following video (total of 359 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_2 (https://youtu.be/Vbl_KEmPNmU) Mertensiidae_sp_A_images-coco 1.0.zip COCO annotations of Mertensiidae sp. A for the following 49 images: MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_c_1 to MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_c_2, MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_f_1 to MCMEC2018_20181127_NIKON_Mertensiidae_sp_A_f_8, MCMEC2018_20181129_NIKON_Mertensiidae_sp_A_d_1 to MCMEC2018_20181129_NIKON_Mertensiidae_sp_A_d_13, MCMEC2018_20181201_ROV_Mertensiidae_sp_A_e_1 to MCMEC2018_20181201_ROV_Mertensiidae_sp_A_e_15, and MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_1 to MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_11 Pyrostephos_vanhoeffeni_images-coco 1.0.zip COCO annotations of Pyrostephos vanhoeffeni for the following 14 images: MCMEC2019_20191125_SONY_Pyrostephos_vanhoeffeni_a_1 to MCMEC2019_20191125_SONY_Pyrostephos_vanhoeffeni_a_8, MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_1 to MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_6 Solmundella_bitentaculata_images-coco 1.0.zip COCO annotations of Solmundella bitentaculata for the following 13 images: MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_1 to MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_13 Dataset Antarc* Antarctica Ross Sea Southern Ocean DataCite Metadata Store (German National Library of Science and Technology) Ross Sea Southern Ocean Verhaegen ENVELOPE(31.117,31.117,-72.567,-72.567)

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