Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Enabled by Efficient Meta-Learning

The proposed Lightweight Multiscale Few-Shot Detector (LMFSODet) leverages meta-learning to enable efficient and effective few-shot object detection in remote sensing images, addressing challenges such as multiscale object complexities and large data scale.