With the rapid development of marine resource exploitation and the increasing demand for underwater robot inspection, achieving reliable target perception in turbid, low-illumination, and spectrally ...

Optimize test for ultralytics yolo11. Using OpenVINO, TensorRT, and Hailo-8. Multi-stream video inference with Ultralytics YOLO - Display multiple video streams in a grid layout with real-time object ...

Abstract: To address feature degradation, scale sensitivity, and background interference in small object detection, we propose BOAD-YOLO-an enhanced YOLOv8s framework. Key innovations include: ...

Abstract: Small object detection in unmanned aerial vehicle (UAV) imagery suffers from scale variation, feature degradation, and occlusion. To address these challenges, this paper proposes a ...

The YOLO Class Labeling Tool is a comprehensive solution for creating, editing, and managing object detection datasets in YOLO format. It features an intuitive GUI, automatic detection using YOLO/ONNX ...