Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

Person Re-ranking (CVPR 2017)

Camera Style Adaptation for Person Re-identification CVPR 2018

[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x

[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

TCSVT2018 Pedestrian Alignment Network for Large-scale Person Re-identification

ID-discriminative Embedding (IDE) for Person Re-identification

🗽 Person Re-identification in the 3D Space 🗽

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

Awesome Person Re-Identification

A multi-camera vehicle detection, tracking and re-identification system

Tensorflow implementation of "An Improved Deep Learning Architecture for Person Re-Identification"

[ICCV2019] RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment

open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included

VehicleX: Simulating Content Consistent Vehicle Datasets with Attribute Descent (ECCV 2020)

Beyond Part Models: Person Retrieval with Refined Part Pooling

Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification

Unsupervised Person Re-identification (ICCV 2017)

deep-person-search: deep learning person search in PyTorch.

A strong implementation of PCB (Beyond Part Models), outperforming all existing implementations.

[AAAI2020] Cross-Modality Paired-Images Generation for RGB-InfraredPerson Re-Identification

A simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737

Implementation for "Adaptive Graph Representation Learning for Video Person Re-identification"

[CVPR 2020, Oral] "Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020. .

This repo contains links to multi-person re-identification and tracking dataset in top view multi-camera environment.

Temporal Lifting (TLift), a model-free temporal cooccurrence based score weighting method proposed in "Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting".

My thesis project for person re-identification

Integrated Learning Framework for Pedestrian Tracking