Person Re Identification

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.
Alternatives To Person Re Identification
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Deep Person Reid4,029
3 months ago137mitPython
Torchreid: Deep learning person re-identification in PyTorch.
Open Reid1,012
5 years ago34mitPython
Open source person re-identification library in python
Person_search709
a year ago27otherPython
Joint Detection and Identification Feature Learning for Person Search
Dgd_person_reid223
6 years ago14Python
Domain Guided Dropout for Person Re-identification
Awesome Person Re Identification198
2 years ago
Awesome Person Re-Identification
Self Similarity Grouping188
4 years ago19Python
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)
Multi Camera Person Re Identification154
3 months ago4mitPython
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
Person Reid Gan Pytorch133
4 years ago19Python
A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)
Bpbreid111
4 months ago8otherPython
A strong baseline for body part-based person re-identification (check our WACV23 paper)
Dmml87
5 years agoPython
code for ICCV19 paper "Deep Meta Metric Learning"
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Person Reidentification