The instance segmentation task in computer vision involves labeling each pixel in an image with a class and an instance label. It can be thought of as a generalization of the semantic segmentation ...

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The ShipSG dataset [1] is the first public dataset of its kind for ship segmentation and georeferencing. The dataset has been made available for the development and evaluation of instance segmentation ...

Although deep learning has enabled massive strides in visual recognition tasks including object detection, most of these advances have been made in 2D object recognition. However, these improvements ...