├── .gitignore ├── LICENSE ├── README.md ├── Step1_Detection ├── README.md ├── detector │ ├── __init__.py │ ├── base.py │ ├── detectron2.py │ └── stage.py ├── identifier │ ├── datasets │ │ ├── __init__.py │ │ ├── aic.py │ │ ├── aic_test.py │ │ ├── base.py │ │ ├── dm.py │ │ └── dm_infer.py │ ├── losses │ │ ├── __init__.py │ │ ├── tripletloss.py │ │ └── xeloss.py │ ├── models │ │ ├── __init__.py │ │ └── resnet.py │ ├── opts.py │ ├── postprocess │ │ └── postprocess.py │ ├── preprocess │ │ ├── extract_img.py │ │ ├── extract_img_and_feat.py │ │ └── extract_img_and_reid_feat.py │ ├── test.py │ ├── test_from_pkl.py │ └── utils │ │ ├── __init__.py │ │ ├── avgmeter.py │ │ ├── eval.py │ │ ├── io.py │ │ ├── log.py │ │ ├── seed.py │ │ └── torch_func.py ├── loader │ ├── __init__.py │ ├── base.py │ ├── diva_io │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── annotation │ │ │ ├── __init__.py │ │ │ ├── converter.py │ │ │ └── kf1.py │ │ ├── docs │ │ │ └── speed.md │ │ ├── environment.yml │ │ ├── utils │ │ │ ├── __init__.py │ │ │ └── log.py │ │ └── video │ │ │ ├── __init__.py │ │ │ ├── frame.py │ │ │ ├── reader.py │ │ │ ├── speed_test.sh │ │ │ └── test.py │ ├── divaio.py │ ├── moviepy.py │ └── stage.py ├── monitor │ ├── __init__.py │ ├── base.py │ ├── movement.py │ └── stage.py ├── osnet_x1_0_duke_256x128_amsgrad_ep150_stp60_lr0.0015_b64_fb10_softmax_labelsmooth_flip.pth ├── pipeline │ ├── __init__.py │ ├── easy_pipeline │ │ ├── __init__.py │ │ ├── pipeline.py │ │ ├── task.py │ │ └── worker.py │ ├── pipeline.py │ ├── stage.py │ └── task.py ├── system │ ├── __init__.py │ ├── base.py │ ├── output.py │ ├── storage.py │ └── video.py ├── test.sh ├── torchreid │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── datamanager.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── dataset.py │ │ │ ├── image │ │ │ │ ├── __init__.py │ │ │ │ ├── cuhk01.py │ │ │ │ ├── cuhk02.py │ │ │ │ ├── cuhk03.py │ │ │ │ ├── dukemtmcreid.py │ │ │ │ ├── grid.py │ │ │ │ ├── ilids.py │ │ │ │ ├── market1501.py │ │ │ │ ├── msmt17.py │ │ │ │ ├── prid.py │ │ │ │ ├── sensereid.py │ │ │ │ └── viper.py │ │ │ └── video │ │ │ │ ├── __init__.py │ │ │ │ ├── dukemtmcvidreid.py │ │ │ │ ├── ilidsvid.py │ │ │ │ ├── mars.py │ │ │ │ └── prid2011.py │ │ ├── sampler.py │ │ └── transforms.py │ ├── engine │ │ ├── __init__.py │ │ ├── engine.py │ │ ├── image │ │ │ ├── __init__.py │ │ │ ├── softmax.py │ │ │ └── triplet.py │ │ └── video │ │ │ ├── __init__.py │ │ │ ├── softmax.py │ │ │ └── triplet.py │ ├── losses │ │ ├── __init__.py │ │ ├── cross_entropy_loss.py │ │ └── hard_mine_triplet_loss.py │ ├── metrics │ │ ├── __init__.py │ │ ├── accuracy.py │ │ ├── distance.py │ │ ├── rank.py │ │ └── rank_cylib │ │ │ ├── Makefile │ │ │ ├── __init__.py │ │ │ ├── rank_cy.pyx │ │ │ ├── setup.py │ │ │ └── test_cython.py │ ├── models │ │ ├── __init__.py │ │ ├── densenet.py │ │ ├── hacnn.py │ │ ├── inceptionresnetv2.py │ │ ├── inceptionv4.py │ │ ├── mlfn.py │ │ ├── mobilenetv2.py │ │ ├── mudeep.py │ │ ├── nasnet.py │ │ ├── osnet.py │ │ ├── osnet_ain.py │ │ ├── pcb.py │ │ ├── resnet.py │ │ ├── resnet_ibn_a.py │ │ ├── resnet_ibn_b.py │ │ ├── resnetmid.py │ │ ├── senet.py │ │ ├── shufflenet.py │ │ ├── shufflenetv2.py │ │ ├── squeezenet.py │ │ └── xception.py │ ├── optim │ │ ├── __init__.py │ │ ├── lr_scheduler.py │ │ ├── optimizer.py │ │ └── radam.py │ └── utils │ │ ├── __init__.py │ │ ├── avgmeter.py │ │ ├── feature_extractor.py │ │ ├── loggers.py │ │ ├── model_complexity.py │ │ ├── reidtools.py │ │ ├── rerank.py │ │ ├── tools.py │ │ └── torchtools.py ├── tracker │ ├── __init__.py │ ├── base.py │ ├── deep_sort │ │ ├── __init__.py │ │ ├── detection.py │ │ ├── iou_matching.py │ │ ├── kalman_filter.py │ │ ├── linear_assignment.py │ │ ├── nn_matching.py │ │ ├── track.py │ │ └── tracker.py │ ├── deepsort.py │ └── stage.py ├── utils │ ├── __init__.py │ ├── eval.py │ ├── fast_reid.py │ ├── list_prepare.py │ ├── log.py │ ├── run.py │ ├── tensor.py │ └── test.py └── visualize.py ├── Step2_GraphFeature ├── .gitignore ├── README.md ├── eval │ ├── __init__.py │ └── link_prediction.py ├── flags.py ├── models │ ├── DyGLIP │ │ ├── __init__.py │ │ ├── inits.py │ │ ├── layers.py │ │ └── models.py │ └── __init__.py ├── motmetrics │ ├── __init__.py │ ├── apps │ │ ├── __init__.py │ │ ├── eval_detrac.py │ │ ├── eval_motchallenge.py │ │ ├── evaluateTracking.py │ │ ├── example.py │ │ └── list_metrics.py │ ├── data │ │ ├── TUD-Campus │ │ │ ├── gt.txt │ │ │ └── test.txt │ │ ├── TUD-Stadtmitte │ │ │ ├── gt.txt │ │ │ └── test.txt │ │ └── iotest │ │ │ ├── detrac.mat │ │ │ ├── detrac.xml │ │ │ ├── motchallenge.txt │ │ │ └── vatic.txt │ ├── distances.py │ ├── etc │ │ └── mot.png │ ├── io.py │ ├── lap.py │ ├── math_util.py │ ├── metrics.py │ ├── mot.py │ ├── preprocess.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_distances.py │ │ ├── test_io.py │ │ ├── test_issue19.py │ │ ├── test_lap.py │ │ ├── test_metrics.py │ │ └── test_mot.py │ └── utils.py ├── prepare_graphs.py ├── requirements.txt ├── run_script.py ├── test_emb_to_mot.py └── utils │ ├── __init__.py │ ├── minibatch.py │ ├── preprocess.py │ ├── random_walk.py │ └── utilities.py ├── Step3_Matching ├── graph_baseline.py ├── motmetrics │ ├── __init__.py │ ├── apps │ │ ├── __init__.py │ │ ├── eval_detrac.py │ │ ├── eval_motchallenge.py │ │ ├── evaluateTracking.py │ │ ├── example.py │ │ └── list_metrics.py │ ├── data │ │ ├── TUD-Campus │ │ │ ├── gt.txt │ │ │ └── test.txt │ │ ├── TUD-Stadtmitte │ │ │ ├── gt.txt │ │ │ └── test.txt │ │ └── iotest │ │ │ ├── detrac.mat │ │ │ ├── detrac.xml │ │ │ ├── motchallenge.txt │ │ │ └── vatic.txt │ ├── distances.py │ ├── etc │ │ └── mot.png │ ├── io.py │ ├── lap.py │ ├── math_util.py │ ├── metrics.py │ ├── mot.py │ ├── preprocess.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_distances.py │ │ ├── test_io.py │ │ ├── test_issue19.py │ │ ├── test_lap.py │ │ ├── test_metrics.py │ │ └── test_mot.py │ └── utils.py └── nmf.py └── environment.yml /.gitignore: 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