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Dataset assetOpen Source CommunityVideo SurveillancePedestrian Identification

CUHK03

The CUHK‑03 dataset was collected on the campus of The Chinese University of Hong Kong and contains sensitive data; users must respect student privacy. It is stored in a MATLAB .mat file (cuhk-03.mat) with 1,467 identities captured from five pairs of camera views. The dataset is divided into three parts: detected (bounding boxes estimated by a pedestrian detector), labeled (human‑annotated boxes), and testsets (testing protocol).

Source
github
Created
Jun 6, 2018
Updated
Jan 11, 2024
Signals
603 views
Availability
Linked source ready
Overview

Dataset description and usage context

CUHK-03 Dataset Overview

Data Source and Availability

  • The dataset originates from The Chinese University of Hong Kong (CUHK) campus.
  • It can be downloaded via this link.

Dataset Content

  • Contains information for 1,467 identities collected from five pairs of distinct camera viewpoints.
  • Stored as a MATLAB MAT file named "cuhk-03.mat".

Data Structure

  • "detected": Bounding boxes estimated by a pedestrian detector.
  • "labeled": Manually annotated bounding boxes.
  • "testsets": Test protocol consisting of 20 test sets, each a 100 × 2 matrix where the first column indicates the camera pair index and the second column the identity index.

Usage Notes

  • Use of the dataset must comply with CUHK regulations and respect student privacy.
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