SYSU-30k

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Overview

SYSU-30k contains 30k categories of persons, which is about 20 times larger than CUHK03 (1.3k categories) and Market1501 (1.5k categories), and 30 times larger than ImageNet (1k categories). SYSU-30k contains 29,606,918 images. Moreover, SYSU-30k provides not only a large platform for the weakly supervised ReID problem but also a more challenging test set that is consistent with the realistic setting for standard evaluation.

Source: https://github.com/wanggrun/SYSU-30k
Image Source: https://github.com/wanggrun/SYSU-30k

Variants: SYSU-30k, 2D Hela

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Person Re-Identification Triplet (self-supervised) Solving Inefficiency of Self-supervised Representation … 2021-04-18
Person Re-Identification IICS (generalization) Intra-Inter Camera Similarity for Unsupervised … 2021-03-22
Person Re-Identification BYOL (self-supervised) Bootstrap your own latent: A … 2020-06-13
Person Re-Identification MoCo v2 (self-supervised) Improved Baselines with Momentum Contrastive … 2020-03-09
Person Re-Identification SimCLR (self-supervised) A Simple Framework for Contrastive … 2020-02-13
Person Re-Identification DGL (weakly-supervised) Weakly Supervised Person Re-ID: Differentiable … 2019-04-08
Person Re-Identification MGN (generalization) Learning Discriminative Features with Multiple … 2018-04-04
Person Re-Identification DARI (generalization) DARI: Distance metric And Representation … 2016-04-15
Person Re-Identification DF (generalization) Deep Feature Learning with Relative … 2015-12-11
Person Re-Identification ResNet-50 (generalization) Deep Residual Learning for Image … 2015-12-10

Research Papers

Recent papers with results on this dataset:

External Links: