Lightweight Python library for adding real-time multi-object tracking to any detector.
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Updated
Apr 10, 2024 - Python
Lightweight Python library for adding real-time multi-object tracking to any detector.
A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)
A multi-camera vehicle detection, tracking and re-identification system
TNNLS'22 🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽
[IEEE TIP under review] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes
( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing
[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
deep learning person search in PyTorch.
open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included
[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification
A memory balanced and communication efficient FullyConnected layer with CrossEntropyLoss model parallel implementation in PyTorch
[CVPR2019, Oral] Learning Context Graph for Person Search
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification
Demo code for visible thermal (cross-modality) person re-identification
Person re-identification MGN model based on tensorflow
Beyond Part Models: Person Retrieval with Refined Part Pooling
PyTorch code for ECCV 2020 paper: "Robust Re-Identification by Multiple Views Knowledge Distillation"
[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
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.
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".
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