An image and video dataset of nesting green sea turtles with annotated data

被引:0
|
作者
Hipiny, Irwandi [1 ]
Ujir, Hamimah [1 ]
Hassan, Ruhana [2 ]
Aimran, Abang Arabi Abang [3 ]
机构
[1] Univ Malaysia Sarawak, Fac Comp Sci & Informat Technol, Kota Samarahan 94300, Sarawak, Malaysia
[2] Univ Malaysia Sarawak, Fac Resource Sci & Technol, Kota Samarahan 94300, Sarawak, Malaysia
[3] Sarawak Forestry Corp, Kota Samarahan 93250, Sarawak, Malaysia
关键词
D O I
10.1038/s41597-024-04336-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Photo- and video-based reidentification of green sea turtles using their natural markers is far less invasive than artificial tagging. An RGB camera mounted on a man-portable rig, was used to collect video data on Greater Talang Island (1 degrees 54'45 '' N 109 degrees 46'33 '' E) from September to October 2022, and September 2023. This islet is located 30 minutes offshore from the Sematan district in Southwest Sarawak, Malaysia. In total, 42 videos of 42 unique individuals were captured, from which 14,471 video frames were extracted and annotated with a bounding box each. Through manual inspection, the annotation data were diligently checked and edited if necessary. Additionally, 130 selected frames were further annotated each with a region-of-interest mask containing only the carapace. These data have the potential to aid researchers in training computer vision models for various tasks such as counting, segmentation and individual reidentification.
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页数:7
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