SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection

arXiv:2403.06534v1 Announce Type: cross
Abstract: Synthetic Aperture Radar (SAR) object detection has gained significant attention recently due to its irreplaceable all-weather imaging capabilities. However, this research field suffers from both limited public datasets (mostly comprising <2K images with only mono-category objects) and inaccessible source code. To tackle these challenges, we establish a new benchmark dataset and an open-source method for large-scale SAR object detection. Our dataset, SARDet-100K, is a result of intense surveying, collecting, and standardizing 10 existing SAR detection …

arxiv benchmark cs.ai cs.ce cs.cv cs.lg detection object scale toolkit type