Abstract: Data augmentation has shown significant advancements in computer vision to improve model performance over the years, particularly in scenarios with limited and insufficient data. Currently, ...

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Marine scientists have been leveraging supervised machine learning algorithms to analyze image and video data for nearly two decades. There have been many advances, but the cost of generating expert ...

Have you ever thought about how sports analysts predict match outcomes? They use techniques from players’ past games to make their predictions. Sometimes, the analysts also determine what kind of shot ...

Traditional manual detection of rural road surface distress is time-consuming and labor-intensive. In this paper, we propose a Mask R-CNN algorithm specifically designed for detecting rural road ...

HBB2OBB is a Python tool designed to convert horizontal bounding boxes (HBBs), also known as axis-aligned bounding boxes, into oriented bounding boxes (OBBs), also referred to as rotated bounding ...

Mark Sackett said he began collecting things that were intended to be thrown away when he was about 12 years old living in Kansas City, Mo. It started with dumpster-diving alongside his father and ...

Since you keep the spatial index for bounding boxes, would it be possible to expose a method to return other annotations whose bounding boxes are intersecting with the annotation specified? Returns ...