Visual comparison between ESCNet and other SOTA methods. Our model accurately segments objects with complex backgrounds and intricate boundaries. For ease of use, we create a eval.sh script and a use ...

Abstract: A significant problem in image processing is object tracking in real-time, dynamic video streams where objects, backdrops, and motion patterns are constantly changing. Drift, occlusion ...

COCO + Objects365 in the table means finetuned model on COCO using pretrained weights trained on Objects365.

Abstract: Small object detection in UAV aerial imagery presents significant challenges due to limited pixel coverage and complex backgrounds. This paper introduces DPLR-DETR (Dynamic Position Large ...