DukeMTMC-reID

Dataset Information
Modalities
Images
Introduced
2016
License
Unknown

Overview

The DukeMTMC-reID (Duke Multi-Tracking Multi-Camera ReIDentification) dataset is a subset of the DukeMTMC for image-based person re-ID. The dataset is created from high-resolution videos from 8 different cameras. It is one of the largest pedestrian image datasets wherein images are cropped by hand-drawn bounding boxes. The dataset consists 16,522 training images of 702 identities, 2,228 query images of the other 702 identities and 17,661 gallery images.

NOTE: This dataset has been retracted.

Source: Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification

Variants: DukeMTMC-reID, DukeMTMCreID, Market-1501->DukeMTMC-reID, MSMT17->DukeMTMC-reID

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Person Re-Identification ReMix ReMix: Training Generalized Person Re-identification … 2024-10-29
Person Re-Identification CLIP-ReID Baseline+UFFM+AMC Enhancing person re-identification via Uncertainty … 2024-05-02
Person Re-Identification PLIP-RN50-MGN PLIP: Language-Image Pre-training for Person … 2023-05-15
Person Re-Identification DiP (without RK) DiP: Learning Discriminative Implicit Parts … 2022-12-24
Person Re-Identification CLIP-ReID (without re-ranking) CLIP-ReID: Exploiting Vision-Language Model for … 2022-11-25
Person Re-Identification BPBreID (RK) Body Part-Based Representation Learning for … 2022-11-07
Person Re-Identification BPBreID Body Part-Based Representation Learning for … 2022-11-07
Person Re-Identification Weakly Supervised Pre-training (ResNet50+MGN) Large-Scale Pre-training for Person Re-identification … 2022-03-30
Person Re-Identification LDS (ResNet50 + RK) Learning to Disentangle Scenes for … 2021-11-10
Person Re-Identification RPTM Relation Preserving Triplet Mining for … 2021-10-15
Person Re-Identification CAL Counterfactual Attention Learning for Fine-Grained … 2021-08-19
Person Re-Identification APNet-C Person Re-identification via Attention Pyramid 2021-08-11
Person Re-Identification FPB FPB: Feature Pyramid Branch for … 2021-08-04
Person Re-Identification st-ReID+InSTD Learning Instance-level Spatial-Temporal Patterns for … 2021-07-31
Person Re-Identification FlipReID (with re-ranking) FlipReID: Closing the Gap between … 2021-05-12
Person Re-Identification FlipReID (without re-ranking) FlipReID: Closing the Gap between … 2021-05-12
Person Re-Identification CTL Model (ResNet50, 256x128) On the Unreasonable Effectiveness of … 2021-04-28
Person Re-Identification GPS (without re-ranking) Graph-based Person Signature for Person … 2021-04-14
Person Re-Identification DenseIL Dense Interaction Learning for Video-based … 2021-03-16
Person Re-Identification + Re-weighting Explainable Person Re-Identification with Attribute-guided … 2021-03-02

Research Papers

Recent papers with results on this dataset: