MultiviewX

该数据集名为MultiviewX，提供了一个具有挑战性的多视角行人检测与跟踪场景。该场景通过六个校准过的摄像头同步捕捉户外环境，其中包含大量行人。此数据集对于评估算法在多视角设置下处理遮挡和不同行人密度的能力具有重要价值。该数据集包含400帧，任务是对多视角下行人进行检测与跟踪。This dataset, named MultiviewX, offers a challenging scenario for multi-view pedestrian detection and tracking. It uses six calibrated cameras to synchronously capture outdoor scenes with a large number of pedestrians. This dataset holds significant value for evaluating the capacity of algorithms to handle occlusions and varying pedestrian densities in multi-view settings. It contains 400 frames, and the corresponding task is to conduct pedestrian detection and tracking across multiple views.

搜集汇总

背景与挑战

背景概述

MultiviewX是一个合成的多视角行人检测数据集，包含6个摄像头的1080x1920分辨率图像，覆盖16x25米区域，提供400帧标注数据。该数据集用于训练MVDet模型，支持多视角行人检测任务。