HRSID: A High-Resolution SAR Images Dataset for Ship Detection and Instance Segmentation
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DOI: 10.1109/access.2020.3005861
Abstract: With the development of satellite technology, up to date imaging mode of synthetic aperture radar (SAR) satellite can provide higher resolution SAR imageries, which benefits ship detection and instance segmentation. Meanwhile, object detectors based on… read more here.
Keywords: sar; sar images; detection instance; ship detection ... See more keywords
Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3256723
Abstract: Fully-supervised object detection and instance segmentation models have accomplished notable results on large-scale computer vision benchmark datasets. However, fully-supervised machine learning algorithms’ performances are immensely dependent on the quality of the training data. Preparing computer… read more here.
Keywords: instance segmentation; detection instance; object detection; instance ... See more keywords