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

<p>This Zenodo dataset contain the Common Objects in Context (COCO) files linked to the following publication:</p> <p>Verhaegen, G, Cimoli, E, &amp; 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.</p> <p>Each COCO zip folder contains an &quot;annotations&quot; folder including a json file and an &quot;images&quot; folder containing the annotated images.</p> <p>Details on each COCO zip folders:</p> <ul> <li><strong>Beroe_sp_A_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Beroe&nbsp;</em>sp. A<em> </em>for the following 114 images:</p> <p>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</p> <ul> <li><strong>Beroe_sp_B_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Beroe&nbsp;</em>sp. B<em> </em>for the following 2 images:</p> <p>MCMEC2019_20191115_SONY_Beroe_sp_B_a_1 and MCMEC2019_20191115_SONY_Beroe_sp_B_a_2</p> <ul> <li><strong>Callianira_cristata_images-coco 1.0.zip </strong></li> </ul> <p>COCO annotations of <em>Callianira cristata</em><em> </em>for the following 21 images:</p> <p>MCMEC2019_20191120_SONY_Callianira_cristata_b_1 to MCMEC2019_20191120_SONY_Callianira_cristata_b_21</p> <ul> <li><strong>Diplulmaris_antarctica_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Diplulmaris antarctica</em> for the following 83 images:</p> <p>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</p> <ul> <li><strong>Koellikerina_maasi_images-coco 1.0.zip </strong></li> </ul> <p>COCO annotations of <em>Koellikerina maasi</em><em> </em>for the following 49 images:</p> <p>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</p> <ul> <li><strong>Leptomedusa_sp_A-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of Leptomedusa sp. A<em> </em>for Figure 5 (see paper).</p> <ul> <li><strong>Leuckartiara_brownei_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Leuckartiara brownei</em> for the following 48 images:&nbsp;</p> <p>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</p> <ul> <li><strong>MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of Mertensiidae sp. A for the following video (total of&nbsp;1847 frames): MCMEC2019_20191115_SONY_Mertensiidae_sp_A_a_3 (<a href="https://youtu.be/0W2HHLW71Pw">https://youtu.be/0W2HHLW71Pw</a>)</p> <ul> <li><strong>MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Leuckartiara brownei</em> for the following video (total of&nbsp;1367 frames): MCMEC2019_20191116_SONY_Leuckartiara_brownei_a_3 (<a href="https://youtu.be/dEIbVYlF_TQ">https://youtu.be/dEIbVYlF_TQ</a>)</p> <ul> <li><strong>MCMEC2019_20191122_SONY_Callianira_cristata_a_1-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Callianira cristata</em> for the following video (total of 2423 frames): MCMEC2019_20191122_SONY_Callianira_cristata_a_1 (<a href="https://youtu.be/30g9CvYh5JE">https://youtu.be/30g9CvYh5JE</a>)</p> <ul> <li><strong>MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of Leptomedusa sp. B for the following video (total of 1164 frames): MCMEC2019_20191122_SONY_Leptomedusa_sp_B_a_1 (<a href="https://youtu.be/hrufuPQ7F8U">https://youtu.be/hrufuPQ7F8U</a>)</p> <ul> <li><strong>MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Koellikerina maasi</em> for the following video (total of&nbsp;1643 frames): MCMEC2019_20191126_SONY_Koellikerina_maasi_a_1 (<a href="https://youtu.be/QiBPf_HYrQ8">https://youtu.be/QiBPf_HYrQ8</a>)</p> <ul> <li><strong>MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of Mertensiidae<em> </em>sp. A for the following video (total of&nbsp;239 frames): MCMEC2019_20191129_SONY_Mertensiidae_sp_A_b_1 (<a href="https://youtu.be/pvXYlQGZIVg">https://youtu.be/pvXYlQGZIVg</a>)</p> <ul> <li><strong>MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Pyrostephos vanhoeffeni</em> for the following video (total of 444 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_2 (<a href="https://youtu.be/2rrQCybEg0Q">https://youtu.be/2rrQCybEg0Q</a>)</p> <ul> <li><strong>MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Pyrostephos vanhoeffeni</em> for the following video (total of&nbsp;683 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_3 (<a href="https://youtu.be/G9tev_gdUvQ">https://youtu.be/G9tev_gdUvQ</a>)</p> <ul> <li><strong>MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Pyrostephos vanhoeffeni</em> for the following video (total of&nbsp;1127 frames): MCMEC2019_20191129_SONY_Pyrostephos_vanhoeffeni_b_4<strong> </strong>(<a href="https://youtu.be/NfJjKBRh5Hs">https://youtu.be/NfJjKBRh5Hs</a>)</p> <ul> <li><strong>MCMEC2019_20191130_SONY_Beroe_sp_A_b_1-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Beroe </em>sp. A for the following video (total of&nbsp;2171 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_1<strong> </strong>(<a href="https://youtu.be/kGBUQ7ZtH9U">https://youtu.be/kGBUQ7ZtH9U</a>)</p> <ul> <li><strong>MCMEC2019_20191130_SONY_Beroe_sp_A_b_2-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Beroe </em>sp. A for the following video (total of&nbsp;359 frames): MCMEC2019_20191130_SONY_Beroe_sp_A_b_2 (<a href="https://youtu.be/Vbl_KEmPNmU">https://youtu.be/Vbl_KEmPNmU</a>)</p> <ul> <li><strong>Mertensiidae_sp_A_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of Mertensiidae sp. A for the following 49 images:</p> <p>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</p> <ul> <li><strong>Pyrostephos_vanhoeffeni_images-coco 1.0.zip</strong></li> </ul> <p>COCO annotations of <em>Pyrostephos vanhoeffeni</em>&nbsp; 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</p> <ul> <li><strong>Solmundella_bitentaculata_images-coco 1.0.zip </strong></li> </ul> <p>COCO annotations of <em>Solmundella bitentaculata</em> for the following 13 images: MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_1 to MCMEC2018_20181127_NIKON_Solmundella_bitentaculata_a_13</p>