InstructSAM is a training-free framework for Instruction-Oriented Object Counting, Detection, and Segmentation (InstructCDS). We construct EarthInstruct, an InstructCDS benchmark for remote sensing.

Abstract: State-of-the-art oriented object detectors are predominantly built upon horizontal object detection paradigm, relying on horizontal anchors to generate oriented proposals or bounding boxes.

Abstract: This article investigates why aspect-oriented programming, once celebrated as a revolutionary programming paradigm, lost its traction. We examine its early achievements, the technical ...