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: In the field of Earth observation and computer vision, oriented object detection for remotesensing images is a crucial task that aims to locate objects more accurately in complex scenes ...

Abstract: Arbitrary-oriented object detection is vital for improving unmanned aerial vehicle (UAV) sensing and has promising applications. However, challenges persist in detecting objects under ...