There are 10 repositories under re-identification topic.
Deep Learning for Person Re-identification: A Survey and Outlook
[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x
PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114
Camera Style Adaptation for Person Re-identification CVPR 2018
TNNLS'22 :statue_of_liberty: Parameter-Efficient Person Re-identification in the 3D Space :statue_of_liberty:
ID-discriminative Embedding (IDE) for Person Re-identification
TCSVT2018 Pedestrian Alignment Network for Large-scale Person Re-identification
Awesome Person Re-Identification
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)
A multi-camera vehicle detection, tracking and re-identification system
A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification
NVIDIA Deepstream 6.1 Python boilerplate
[AAAI2020] Cross-Modality Paired-Images Generation for RGB-InfraredPerson Re-Identification
[ICCV2019] RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
Tensorflow implementation of "An Improved Deep Learning Architecture for Person Re-Identification"
A strong implementation of PCB (Beyond Part Models), outperforming all existing implementations.
GOM:New Metric for Re-identification. 👉GOM explicitly balances the effect of performing retrieval and verification into a single unified metric.
open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included
This repo contains links to multi-person re-identification and tracking dataset in top view multi-camera environment.
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification
deep learning person search in PyTorch.
[CVPR-2021] UnrealPerson: An adaptive pipeline for costless person re-identification
Beyond Part Models: Person Retrieval with Refined Part Pooling
[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. .
AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can track anything which detect Yolov8.