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: Oriented object detection with remote sensing scenes has made excellent progress in recent years, especially using anchor-free detectors. Without the limitation of inherent prior spatial ...

Abstract: Oriented object detection, which aims to detect multi-oriented objects, is a fundamental task for visual analysis in complex scenarios, such as aerial images. However, powerful detection ...