"YOLOv8-Nano for Tiny Object Detection in Real-Time Traffic Surveillance (VisDrone Dataset)"
收藏DataCite Commons2025-06-18 更新2026-05-03 收录
下载链接：
https://ieee-dataport.org/documents/yolov8-nano-tiny-object-detection-real-time-traffic-surveillance-visdrone-dataset-0
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资源简介：
"This dataset supports the manuscript titled \"Tiny Object Detection in Aerial Traffic Surveillance using YOLOv8-Nano\". It contains training and evaluation resources used to benchmark YOLOv8n and YOLO-MARS models on the VisDrone dataset for real-time object detection. The data includes:Preprocessed VisDrone images resized to 640\u00d7640 and 960\u00d7960Annotations in YOLO formatYOLOv8n and YOLO-MARS pretrained weightsScripts for training, evaluation, and Jetson Nano deploymentBounding box outputs and visualizationsThe dataset is intended to facilitate reproducibility and provide a baseline for lightweight, edge-compatible object detection systems in intelligent transportation and surveillance."
提供机构：
IEEE DataPort
创建时间：
2025-06-18
