CUHK03 (CUHK Person Re-identification)

CUHK03由1,467个不同身份的14,097张图像组成，其中部署了6个校园摄像头进行图像采集，每个身份由2个校园摄像头捕获。该数据集提供两种类型的注释，一种是手动标记的边界框，另一种是由自动检测器生成的边界框。该数据集还提供了 20 个随机训练/测试拆分，其中选择 100 个身份进行测试，其余身份用于训练

CUHK03 consists of 14,097 images from 1,467 distinct identities. Six campus cameras were deployed for image acquisition, and each identity was captured by two of these cameras. This dataset provides two types of annotations: one is manually labeled bounding boxes, and the other is bounding boxes generated by automatic detectors. Additionally, it offers 20 random train/test splits, where 100 identities are selected for testing, with the remaining identities used for training.

搜集汇总

背景与挑战

背景概述

CUHK03是一个用于人员重识别的数据集，包含1,467个不同身份的14,097张图像，这些图像通过6个校园摄像头采集，每个身份由两个摄像头捕获。该数据集提供手动和自动生成的边界框注释，并包含20个随机训练/测试拆分，其中100个身份用于测试，其余用于训练。