Automated detection of small objects such as vehicles in images of complex urban environments taken by unmanned aerial vehicles (UAVs) is one of the most challenging tasks in computer vision and ...

To solve this problem, this paper proposes a novel small target object detection algorithm model: Swin Transformer’s DETR. In this algorithm, Swin Transformer is used as the backbone to extract the ...

Swin Transformer achieves strong performance on COCO object detection (58.7 box AP and 51.1 mask AP on test-dev) and ADE20K semantic segmentation (53.5 mIoU on val), surpassing previous models by a ...