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The Top 81 Person Reidentification Open Source Projects on Github

Categories > Machine Learning > Person Reidentification
Deep Person Reid ⭐ 2,995
Torchreid: Deep learning person re-identification in PyTorch.
Person_reid_baseline_pytorch ⭐ 2,802
Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Fast Reid ⭐ 2,160
SOTA Re-identification Methods and Toolbox
Dg Net ⭐ 1,101
Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)
Transfer Learning Library ⭐ 1,057
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Open Reid ⭐ 1,012
Open source person re-identification library in python
Awesome Person Re Identification ⭐ 764
Awesome Person Re-identification
Person_search ⭐ 617
Joint Detection and Identification Feature Learning for Person Search
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
Light Reid ⭐ 351
[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x
Batch Dropblock Network ⭐ 311
Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)
Person Reid_gan ⭐ 305
ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro
2016_person_re Id ⭐ 254
TOMM2017 A Discriminatively Learned CNN Embedding for Person Re-identification
Image Text Embedding ⭐ 239
TOMM2020 Dual-Path Convolutional Image-Text Embedding https://arxiv.org/abs/1711.05535
Dgd_person_reid ⭐ 223
Domain Guided Dropout for Person Re-identification
Person Reid 3d ⭐ 208
🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽
Learning Via Translation ⭐ 202
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018
Self Similarity Grouping ⭐ 173
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)
Awesome Person Re Identification ⭐ 163
Awesome Person Re-Identification
Reid Mgn ⭐ 149
Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification
Person Reid Gan Pytorch ⭐ 133
A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)
Attribute Aware Attention ⭐ 124
[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
Mixstyle Release ⭐ 122
Domain Generalization with MixStyle. ICLR'21.
Qaconv ⭐ 100
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting
Dmml ⭐ 87
code for ICCV19 paper "Deep Meta Metric Learning"
Awesome Cross Modality Person Re Identification ⭐ 77
Awesome Cross-modality Person Re-identification
Randperson ⭐ 77
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification
Visible Thermal Person Re Identification ⭐ 67
Demo code for visible thermal (cross-modality) person re-identification
Multi Camera Person Re Identification ⭐ 63
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
Deep Association Learning ⭐ 60
Code on Paper [BMVC2018]Deep Association Learning for Unsupervised Video Person Re-identification
Hicmd ⭐ 56
[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification
Fedreid ⭐ 39
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
Pytorch Person Reid Baseline Pcb Beyond Part Models ⭐ 34
A strong implementation of PCB (Beyond Part Models), outperforming all existing implementations.
Rollback ⭐ 30
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification (AAAI2019)
Dispersion Based Clustering ⭐ 28
The source code for our work "Towards better Validity: Dispersion based Clustering for unsupervised Person Re-identification"
Awesome Unsupervised Person Re Identification ⭐ 27
Awesome-Unsupervised-Person-Re-identification
Aos4reid ⭐ 26
Adversarially Occluded Samples for Person Re-identification, CVPR 2018
Personreid Youreid ⭐ 25
A Simple, High-efficiency, Strong framework for person re-Identification.
Hetero Center Loss For Cross Modality Person Re Id ⭐ 25
Code for paper "Hetero-center loss for cross-modality person re-identification"
Espgan ⭐ 25
We extend the SPGAN (our prior work in CVPR2018) to an end-to-end version, named eSPGAN. https://arxiv.org/pdf/1811.10551.pdf
Hjl Re Id ⭐ 24
A awesome project for person re-id. There are re-implements of PCB, MGN, MDRS(ours), PGFA, Pyramidal and HOReID.
Pytorch Personreid ⭐ 22
Phd Thesis ⭐ 21
Ph.D. Thesis - Scalable Human Identification with Deep Learning
Yet Another Reid Baseline ⭐ 20
A simple baseline for Person ReID, it achieves top3 in VisDA2020 challenge.
Scan ⭐ 20
Code for Self-and-Collaborative Attention Network from "SCAN: Self-and-Collaborative Attention Network for Video Person Re-identification" TIP2019
Personreid Pyramid ⭐ 19
Code for CVPR 2019 paper “Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training”
Gcl ⭐ 18
Implementation for CVPR2021 paper "Joint Generative and Contrastive Learning for Unsupervised Person Re-identification"
Personreid_normxcorr ⭐ 16
Deep neural network model introducing new novel matching layer called 'Normalized correlation' layer. This repository contains information about the datasets used, implementation code for our NIPS-2016 paper "Deep Neural Networks with Inexact Matching for Person Re-Identification"
Abmt ⭐ 14
Implementation for WACV2021 paper "Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification"
Person Reid Incremental ⭐ 14
Incremental Learning in Person Re-Identification
Metabin ⭐ 12
[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
Expat ⭐ 12
TIP: Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification
Person Reidentification Attention ⭐ 12
Person Re-identification is the task of matching images of a person across multiple camera views
Adversarialbinarycoding4reid ⭐ 12
Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"
Awesome Cross Domain Person Re Identification ⭐ 12
Awesome-Cross-Domain-Person-Re-identification
Top Dropblock ⭐ 11
Official implementation of "Top Batch DropBlock for Person Re-Identification" ICPR 2020
Cf Aan ⭐ 10
Video-based Person Re-identification without Bells and Whistles (CVPRw 2021)
Triplet Loss ⭐ 9
Triplet Loss for Person Re-Identification
Person Re Identification ⭐ 9
Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.
Ice ⭐ 9
Implementation for ICCV 2021 paper "ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification"
Dg Net Pp ⭐ 8
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. ECCV'20 (Oral)
Mpanet ⭐ 6
The official implementation for Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification (CVPR21)
Saliency Semantic Parsing Reid ⭐ 6
Implementation of "Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models" IMAVIS 2019
Naic_person_reid_dmt ⭐ 6
This is Top 3 Code for the Person ReID Compitition of NAIC
Person Reid ⭐ 6
My thesis project for person re-identification
Scan_pytorch ⭐ 5
support pytorch>=0.4
Cuhk03_dataset ⭐ 5
Extracted images from the .mat file of CUHK03 data set for person Re-Identification
Tlift ⭐ 4
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".
Osm_caa_weightedcontrastiveloss ⭐ 4
Deep Metric Learning by Online Soft Mining and Class-Aware Attention, AAAI 2019 Oral
Apnet ⭐ 3
Official implementation for T-IP submission "Person Re-identification via Attention Pyramid"
K Kissme ⭐ 3
Kernel Distance Metric Learning using Pairwise Constraints for Person Re-Identification
Sysu_mm01_pythoneval ⭐ 2
(Re-)implementation of evaluation code for SYSU_MM01 dataset in python
Generalizing Reid ⭐ 1
Repository of the paper "Generalizing Person Re-Identification by Camera-Aware Instance Learning and Cross-Domain Mixup"
Local Maximal Occurrence For Person Re Identification Lomo ⭐ 1
LOMO Feature extraction for PRID. Contains extracted features of PRID450S dataset.
Siamese Nn ⭐ 1
This contains a modification of a Siamese-like Neural network which uses Normalized X-Corr model.
Multistageranking ⭐ 1
This Matlab code released for our work on "multi-stage ranking approach for fast person re-identification".
Personreid Rn ⭐ 1
Market1501 person re-identification task using relational networks
Person Reid Triplet Loss Project ⭐ 1
Simple pipeline of person re-identification task using metric learning via tensorflow api
Person Re Identification ⭐ 1
person re-identification tutorial
Lightweight Multi Task Dnn Project And Benchmark ⭐ 1
Design a lightweight multi-task deep neural network for action recognition and re-identification on smart surveillance system application, and benchmark on UTKFace dataset.
Scr_reid ⭐ 1
Implementation for WACV2020 paper SCR Net
1-81 of 81 projects

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