CUHK03

Chinese University of Hong Kong Re-identification

Dataset Information
Modalities
Images
Introduced
2014
License
Unknown
Homepage
Official Website
Contents

Overview

The CUHK03 consists of 14,097 images of 1,467 different identities, where 6 campus cameras were deployed for image collection and each identity is captured by 2 campus cameras. This dataset provides two types of annotations, one by manually labelled bounding boxes and the other by bounding boxes produced by an automatic detector. The dataset also provides 20 random train/test splits in which 100 identities are selected for testing and the rest for training

Source: Attention Driven Person Re-identification

Image Source: Person Re-Identification Techniques for Intelligent Video Surveillance Systems

Variants: CUHK03-NP (detected), CUHK - Blur Detection Dataset, CUHK, CUHK03 labeled, CUHK03 detected, CUHK03 (detected), CUHK03

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Person Re-Identification ProNet++ (ResNet50+RK) Rethinking Person Re-identification from a … 2023-08-21
Person Re-Identification ProNet++ Rethinking Person Re-identification from a … 2023-08-21
Person Re-Identification UniHCP (finetune) UniHCP: A Unified Model for … 2023-03-06
Person Re-Identification Weakly Supervised Pre-training (ResNet50+BDB) Large-Scale Pre-training for Person Re-identification … 2022-03-30
Person Re-Identification Unsupervised Pre-training (ResNet50+BDB) Unsupervised Pre-training for Person Re-identification 2020-12-07
Person Re-Identification OSNet Omni-Scale Feature Learning for Person … 2019-05-02
Person Re-Identification Deep Constrained Dominant Sets Deep Constrained Dominant Sets for … 2019-04-25
Person Re-Identification DG-Net Joint Discriminative and Generative Learning … 2019-04-15
Person Re-Identification TriNet + Era + Reranking (ACNet, bs=32) Adaptively Connected Neural Networks 2019-04-07
Person Re-Identification UTAL Unsupervised Tracklet Person Re-Identification 2019-03-01
Person Re-Identification FD-GAN FD-GAN: Pose-guided Feature Distilling GAN … 2018-10-06
Person Re-Identification Proposed SGGNN Person Re-identification with Deep Similarity-Guided … 2018-07-26
Person Re-Identification HA-CNN Harmonious Attention Network for Person … 2018-02-22
Person Re-Identification AlignedReID (RK) AlignedReID: Surpassing Human-Level Performance in … 2017-11-22
Person Re-Identification TriNet In Defense of the Triplet … 2017-03-22
Person Re-Identification k-reciprocal 46 Re-ranking Person Re-identification with k-reciprocal … 2017-01-29
Person Re-Identification VI+LSRO 3 Unlabeled Samples Generated by GAN … 2017-01-26
Person Re-Identification DLCE A Discriminatively Learned CNN Embedding … 2016-11-17
Person Re-Identification OIM Loss 45 Joint Detection and Identification Feature … 2016-04-07

Research Papers

Recent papers with results on this dataset:

External Links: