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

• 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

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