GitHub

RF-DETR: Real-Time SOTA Object Detection, Instance Segmentation, and Keypoint Detection

RF-DETR is a real-time transformer architecture for object detection, instance segmentation, and keypoint detection (preview) developed by Roboflow. Built on a DINOv2 vision transformer backbone, ...
GitHub

deco-detr_decoupled_cognition_detr_for_efficient_open-vocabulary_object_detectio.md

description [ICLR2026][Object Detection][Open-Vocabulary Detection] DeCo-DETR decouples "online text encoder invocation" and the "competition between localization and alignment" in open-vocabulary ...
IEEE

Learn From Examples: In-Context Learning for Camouflaged Object Detection

Abstract: Recently, new paradigms of camouflaged object detection (COD), such as referring COD (Ref-COD) and collaborative COD (Co-COD), have been proposed to enhance task performance. However, there ...
IEEE

FM-RTDETR: Small Object Detection Algorithm Based on Enhanced Feature Fusion With Mamba

Abstract: Traditional real-time object detection networks deployed in autonomous aerial vehicles (AAVs) struggle to extract features from small objects in complex backgrounds with occlusions and ...