mlsanityData to 7 Oct 2026

FastReID: A Pytorch Toolbox for General Instance Re-identification

arXiv 2006.02631 ↗First posted 4 Jun 2020cs.CVcited by 164

Not on the map. Why?

Abstract (arXiv)

General Instance Re-identification is a very important task in the computer vision, which can be widely used in many practical applications, such as person/vehicle re-identification, face recognition, wildlife protection, commodity tracing, and snapshop, etc.. To meet the increasing application demand for general instance re-identification, we present FastReID as a widely used software system in JD AI Research. In FastReID, highly modular and extensible design makes it easy for the researcher to achieve new research ideas. Friendly manageable system configuration and engineering deployment functions allow practitioners to quickly deploy models into productions. We have implemented some state-of-the-art projects, including person re-id, partial re-id, cross-domain re-id and vehicle re-id, and plan to release these pre-trained models on multiple benchmark datasets. FastReID is by far the most general and high-performance toolbox that supports single and multiple GPU servers, you can reproduce our project results very easily and are very welcome to use it, the code and models are available at https://github.com/JDAI-CV/fast-reid.

Key facts. Cited by 164 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Jun 2020.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 25; 2022: 28; 2023: 22; 2024: 38; 2025: 35; 2026: 16.

164 papers.

Sort:

By area:

  1. 2021ByteTrack: Multi-Object Tracking by Associating Every Detection Boxcited by 812
  2. 2022BoT-SORT: Robust Associations Multi-Pedestrian Trackingcited by 313
  3. 2023Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identificationcited by 130
  4. 2022Gait Recognition in the Wild with Dense 3D Representations and A Benchmarkcited by 113
  5. 2022Exploring Dual-task Correlation for Pose Guided Person Image Generationcited by 68
  6. 2022Body Part-Based Representation Learning for Occluded Person Re-Identificationcited by 63
  7. 2021Person Re-identification Method Based on Color Attack and Joint Defencecited by 56
  8. 2023SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depthcited by 48
  9. 2021Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Methodcited by 42
  10. 2022Deep Frequency Filtering for Domain Generalizationcited by 41
  11. 2022DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotationscited by 35
  12. 2024Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localizationcited by 31
38 more
  1. 2021MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmarkcited by 28
  2. 2021Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identificationcited by 23
  3. 2021Explainable Person Re-Identification with Attribute-guided Metric Distillationcited by 23
  4. 2024Exploring Color Invariance through Image-Level Ensemble Learningcited by 23
  5. 2022Gait Recognition in the Wild with Multi-hop Temporal Switchcited by 22
  6. 2023TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenescited by 21
  7. 2024View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Networkcited by 21
  8. 2023ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Boxcited by 20
  9. 2023Adaptive Sparse Pairwise Loss for Object Re-Identificationcited by 20
  10. 2023LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Predictioncited by 19
  11. 2024AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identificationcited by 19
  12. 2021Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptationcited by 18
  13. 2023Aerial-Ground Person Re-IDcited by 18
  14. 2021FlipReID: Closing the Gap between Training and Inference in Person Re-Identificationcited by 16
  15. 2022Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Spacecited by 16
  16. 2024BoostTrack++: using tracklet information to detect more objects in multiple object trackingcited by 15
  17. 2025SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networkscited by 15
  18. 2021Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identificationcited by 12
  19. 2022Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual Citiescited by 12
  20. 2023Learning Feature Recovery Transformer for Occluded Person Re-identificationcited by 12
  21. 2025Omnidirectional Multi-Object Trackingcited by 12
  22. 2021Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-Identificationcited by 11
  23. 2021Learning to Disentangle Scenes for Person Re-identificationcited by 10
  24. 2022GEFF: Improving Any Clothes-Changing Person ReID Model using Gallery Enrichment with Face Featurescited by 10
  25. 2024Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Trainingcited by 10
  26. 2021Benchmarks for Corruption Invariant Person Re-identificationcited by 9
  27. 2023PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attackscited by 9
  28. 2024DeconfuseTrack:Dealing with Confusion for Multi-Object Trackingcited by 9
  29. 2024RelationVLM: Making Large Vision-Language Models Understand Visual Relationscited by 9
  30. 2024HOIST-Former: Hand-held Objects Identification, Segmentation, and Tracking in the Wildcited by 9
  31. 20212rd Place Solutions in the HC-STVG track of Person in Context Challenge 2021cited by 8
  32. 2021Semi-Supervised Domain Generalizable Person Re-Identificationcited by 8
  33. 2022PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identificationcited by 8
  34. 2022Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationcited by 8
  35. 2024Cross-video Identity Correlating for Person Re-identification Pre-trainingcited by 8
  36. 2025LATex: Leveraging Attribute-based Text Knowledge for Aerial-Ground Person Re-Identificationcited by 8
  37. 2021TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognitioncited by 7
  38. 2021Learning Instance-level Spatial-Temporal Patterns for Person Re-identificationcited by 7

50 most cited of 164 All 164 (JSON)