UCSD Pedestrian 行人视频数据集

UCSD Pedestrian 数据集包含 UCSD 加州大学圣地亚哥分校的行人录像视频，所有视频文件皆由两个观测点摄像头所拍摄，视频规格压缩为 238×158 10fps 。 vidf 文件可用于行人动作检测，另外拥挤度检测可从 segm 目录下.segm 获取。

The UCSD Pedestrian Dataset consists of pedestrian video recordings collected at the University of California, San Diego (UCSD). All videos are captured by two cameras deployed at two observation viewpoints, with a compressed specification of 238×158 resolution at 10 frames per second (fps). The vidf files can be utilized for pedestrian action detection, while crowd density detection can be implemented using the .segm files stored under the segm directory.

搜集汇总

背景与挑战

背景概述

UCSD Pedestrian行人视频数据集包含加州大学圣地亚哥分校的行人录像视频，由两个摄像头拍摄，视频规格为238×158 10fps，适用于行人动作检测和拥挤度分析。该数据集大小为1.42 GB，发布于3年前，主要用于安防和机器视觉领域。