YOLOv12-BoT-SORT-ReID
๐ฅ CVPR 2025 (Nashville TN, USA) - The 4th Anti-UAV Workshop & Challenge ๐ฅ
ํ์ผ ํ์๊ธฐ
์ต์ข ๋ฒ์ ๋ค์ด๋ก๋ (.zip)- beyond_strong_baseline.png
- beyond_strong_baseline_LTS.png
- beyond_strong_baseline_strong_baseline.png
- beyond_strong_baseline_strong_LTS_baseline.png
- existing_methods_overview.png
- inference_ubuntu_mac.png
- Quickstart_Colab.ipynb
- Quickstart_Kaggle.ipynb
- Table_1.png
- README.md
- generate_mot_patches.py
- README.md
- demo.py
- plot_roc_with_pickle.py
- predictor.py
- README.md
- visualize_result.py
- __init__.py
- config.py
- defaults.py
- __init__.py
- AirportALERT.py
- bases.py
- caviara.py
- cuhk03.py
- cuhk_sysu.py
- dukemtmcreid.py
- grid.py
- iLIDS.py
- lpw.py
- market1501.py
- mot17.py
- mot20.py
- mot20_.py
- msmt17.py
- pes3d.py
- pku.py
- prai.py
- prid.py
- saivt.py
- sensereid.py
- shinpuhkan.py
- sysu_mm.py
- thermalworld.py
- vehicleid.py
- veri.py
- veriwild.py
- viper.py
- wildtracker.py
- __init__.py
- data_sampler.py
- imbalance_sampler.py
- triplet_sampler.py
- __init__.py
- autoaugment.py
- build.py
- functional.py
- transforms.py
- __init__.py
- build.py
- common.py
- data_utils.py
- __init__.py
- defaults.py
- hooks.py
- launch.py
- train_loop.py
- __init__.py
- Makefile
- rank_cy.c
- rank_cy.cpython-37m-x86_64-linux-gnu.so
- rank_cy.pyx
- roc_cy.c
- roc_cy.cpython-37m-x86_64-linux-gnu.so
- roc_cy.pyx
- setup.py
- test_cython.py
- __init__.py
- clas_evaluator.py
- evaluator.py
- query_expansion.py
- rank.py
- reid_evaluation.py
- rerank.py
- roc.py
- testing.py
- __init__.py
- activation.py
- any_softmax.py
- batch_norm.py
- context_block.py
- drop.py
- frn.py
- gather_layer.py
- helpers.py
- non_local.py
- pooling.py
- se_layer.py
- splat.py
- weight_init.py
- EN-B0_dds_8gpu.yaml
- EN-B1_dds_8gpu.yaml
- EN-B2_dds_8gpu.yaml
- EN-B3_dds_8gpu.yaml
- EN-B4_dds_8gpu.yaml
- EN-B5_dds_8gpu.yaml
- RegNetX-1.6GF_dds_8gpu.yaml
- RegNetX-12GF_dds_8gpu.yaml
- RegNetX-16GF_dds_8gpu.yaml
- RegNetX-200MF_dds_8gpu.yaml
- RegNetX-3.2GF_dds_8gpu.yaml
- RegNetX-32GF_dds_8gpu.yaml
- RegNetX-4.0GF_dds_8gpu.yaml
- RegNetX-400MF_dds_8gpu.yaml
- RegNetX-6.4GF_dds_8gpu.yaml
- RegNetX-600MF_dds_8gpu.yaml
- RegNetX-8.0GF_dds_8gpu.yaml
- RegNetX-800MF_dds_8gpu.yaml
- RegNetY-1.6GF_dds_8gpu.yaml
- RegNetY-12GF_dds_8gpu.yaml
- RegNetY-16GF_dds_8gpu.yaml
- RegNetY-200MF_dds_8gpu.yaml
- RegNetY-3.2GF_dds_8gpu.yaml
- RegNetY-32GF_dds_8gpu.yaml
- RegNetY-4.0GF_dds_8gpu.yaml
- RegNetY-400MF_dds_8gpu.yaml
- RegNetY-6.4GF_dds_8gpu.yaml
- RegNetY-600MF_dds_8gpu.yaml
- RegNetY-8.0GF_dds_8gpu.yaml
- RegNetY-800MF_dds_8gpu.yaml
- __init__.py
- config.py
- effnet.py
- regnet.py
- __init__.py
- build.py
- mobilenet.py
- mobilenetv3.py
- osnet.py
- repvgg.py
- resnest.py
- resnet.py
- resnext.py
- shufflenet.py
- vision_transformer.py
- __init__.py
- build.py
- clas_head.py
- embedding_head.py
- __init__.py
- circle_loss.py
- cross_entroy_loss.py
- focal_loss.py
- triplet_loss.py
- utils.py
- __init__.py
- baseline.py
- build.py
- distiller.py
- mgn.py
- moco.py
- __init__.py
- __init__.py
- lamb.py
- radam.py
- swa.py
- __init__.py
- build.py
- lr_scheduler.py
- __init__.py
- checkpoint.py
- collect_env.py
- comm.py
- compute_dist.py
- env.py
- events.py
- faiss_utils.py
- file_io.py
- history_buffer.py
- logger.py
- params.py
- precision_bn.py
- registry.py
- summary.py
- timer.py
- visualizer.py
- __init__.py
- README.md
- README.md
- Base-attribute.yml
- dukemtmc.yml
- market1501.yml
- pa100.yml
- __init__.py
- bases.py
- dukemtmcattr.py
- market1501attr.py
- pa100k.py
- __init__.py
- attr_baseline.py
- attr_head.py
- bce_loss.py
- __init__.py
- attr_dataset.py
- attr_evaluation.py
- config.py
- README.md
- train_net.py
- base-clas.yaml
- __init__.py
- bee_ant.py
- dataset.py
- trainer.py
- README.md
- train_net.py
- Base-kd.yml
- kd-sbs_r101ibn-sbs_r34.yml
- sbs_r101ibn.yml
- sbs_r34.yml
- __init__.py
- overhaul.py
- resnet_distill.py
- README.md
- train_net.py
- face_base.yml
- r101_ir.yml
- r50_ir.yml
- __init__.py
- ms1mv2.py
- test_dataset.py
- __init__.py
- face_baseline.py
- face_head.py
- iresnet.py
- partial_fc.py
- __init__.py
- config.py
- face_data.py
- face_evaluator.py
- pfc_checkpointer.py
- trainer.py
- utils_amp.py
- verification.py
- README.md
- train_net.py
- base-image_retri.yml
- cars.yml
- cub.yml
- inshop.yml
- sop.yml
- __init__.py
- config.py
- datasets.py
- retri_evaluator.py
- README.md
- train_net.py
- CMakeLists.txt
- inference.cpp
- Dockerfile
- Dockerfile
- CMakeLists.txt
- sbs_resnet.cpp
- calibrator.cpp
- utils.cpp
- CMakeLists.txt
- InferenceEngine.cpp
- CMakeLists.txt
- factory.cpp
- CMakeLists.txt
- embedding_head.cpp
- CMakeLists.txt
- layers.cpp
- poolingLayerRT.cpp
- poolingLayerRT.h
- baseline.cpp
- CMakeLists.txt
- model.cpp
- CMakeLists.txt
- baseline.h
- calibrator.h
- config.h.in
- cuda_utils.h
- embedding_head.h
- factory.h
- holder.h
- InferenceEngine.h
- IPoolingLayerRT.h
- layers.h
- logging.h
- model.h
- module.h
- sbs_resnet.h
- struct.h
- utils.h
- Dockerfile
- Dockerfile
- CMakeLists.txt
- market_benchmark.py
- reid.cpp
- test.py
- CMakeLists.txt
- cnpy.cpp
- cnpy.h
- example1.cpp
- LICENSE
- mat2npz
- npy2mat
- npz2mat
- README.md
- gen_wts.py
- How_to_Generate.md
- .gitignore
- CMakeLists.txt
- README.md
- __init__.py
- tune_hooks.py
- search_trial.yml
- README.md
- tune_net.py
- Readme.md
- Base-naic.yml
- nest101-base.yml
- r34-ibn.yml
- submit.yml
- __init__.py
- config.py
- naic_dataset.py
- naic_evaluator.py
- label.txt
- naic20r2_train_list_clean.txt
- README.md
- train_list_clean.txt
- train_net.py
- val_gallery.txt
- val_query.txt
- partial_market.yml
- __init__.py
- config.py
- dsr_distance.py
- dsr_evaluation.py
- dsr_head.py
- partial_dataset.py
- partialbaseline.py
- README.md
- train_net.py
- README.md
- __init__.py
- dataset_test.py
- feature_align.py
- interp_test.py
- lr_scheduler_test.py
- model_test.py
- sampler_test.py
- test_repvgg.py
- __init__.py
- caffe.proto
- caffe_lmdb.py
- caffe_net.py
- caffe_pb2.py
- layer_param.py
- net.py
- ReadMe.md
- 0022_c6s1_002976_01.jpg
- 0027_c2s2_091032_02.jpg
- 0032_c6s1_002851_01.jpg
- 0048_c1s1_005351_01.jpg
- 0065_c6s1_009501_02.jpg
- caffe_export.py
- caffe_inference.py
- onnx_export.py
- onnx_inference.py
- pytorch_to_caffe.py
- README.md
- trt_calibrator.py
- trt_export.py
- trt_inference.py
- plain_train_net.py
- train_net.py
- fast_reid_interfece.py
- README.md
- README.md
- README.md
- convert_cityperson_to_coco.py
- convert_crowdhuman_to_coco.py
- convert_ethz_to_coco.py
- convert_mot17_to_coco.py
- convert_mot20_to_coco.py
- mix_data_ablation.py
- mix_data_test_mot17.py
- mix_data_test_mot20.py
- demo.py
- export_onnx.py
- inference.py
- interpolation.py
- mc_demo.py
- mota.py
- post_interpolation.py
- pre_interpolation.py
- predict_track1.py
- predict_track2.py
- predict_track3.py
- track.py
- GMC-MOT17-02.txt
- GMC-MOT17-04.txt
- GMC-MOT17-05.txt
- GMC-MOT17-09.txt
- GMC-MOT17-10.txt
- GMC-MOT17-11.txt
- GMC-MOT17-13.txt
- GMC-MOT17-01.txt
- GMC-MOT17-02.txt
- GMC-MOT17-03.txt
- GMC-MOT17-04.txt
- GMC-MOT17-05.txt
- GMC-MOT17-06.txt
- GMC-MOT17-07.txt
- GMC-MOT17-08.txt
- GMC-MOT17-09.txt
- GMC-MOT17-10.txt
- GMC-MOT17-11.txt
- GMC-MOT17-12.txt
- GMC-MOT17-13.txt
- GMC-MOT17-14.txt
- GMC-MOT20-01.txt
- GMC-MOT20-02.txt
- GMC-MOT20-03.txt
- GMC-MOT20-04.txt
- GMC-MOT20-05.txt
- GMC-MOT20-06.txt
- GMC-MOT20-07.txt
- GMC-MOT20-08.txt
- evaluation.py
- io.py
- timer.py
- basetrack.py
- bot_sort.py
- gmc.py
- kalman_filter.py
- matching.py
- mc_bot_sort.py
- cmc.cpp
- cmc.h
- main.cpp
- VideoCameraCorrection.pro
- 00096.jpg
- 00379.jpg
- 00589.jpg
- 00643.jpg
- __init__.py
- common.py
- experimental.py
- export.py
- yolo.py
- __init__.py
- conftest.py
- test_cli.py
- test_cuda.py
- test_engine.py
- test_exports.py
- test_integrations.py
- test_python.py
- test_solutions.py
- african-wildlife.yaml
- Argoverse.yaml
- brain-tumor.yaml
- carparts-seg.yaml
- coco-pose.yaml
- coco.yaml
- coco128-seg.yaml
- coco128.yaml
- coco8-pose.yaml
- coco8-seg.yaml
- coco8.yaml
- crack-seg.yaml
- dog-pose.yaml
- dota8.yaml
- DOTAv1.5.yaml
- DOTAv1.yaml
- GlobalWheat2020.yaml
- hand-keypoints.yaml
- ImageNet.yaml
- lvis.yaml
- medical-pills.yaml
- Objects365.yaml
- open-images-v7.yaml
- package-seg.yaml
- signature.yaml
- SKU-110K.yaml
- tiger-pose.yaml
- VisDrone.yaml
- VOC.yaml
- xView.yaml
- yolo11-cls-resnet18.yaml
- yolo11-cls.yaml
- yolo11-obb.yaml
- yolo11-pose.yaml
- yolo11-seg.yaml
- yolo11.yaml
- rtdetr-l.yaml
- rtdetr-resnet101.yaml
- rtdetr-resnet50.yaml
- rtdetr-x.yaml
- yolov10b.yaml
- yolov10l.yaml
- yolov10m.yaml
- yolov10n.yaml
- yolov10s.yaml
- yolov10x.yaml
- yolov12.yaml
- yolov3-spp.yaml
- yolov3-tiny.yaml
- yolov3.yaml
- yolov5-p6.yaml
- yolov5.yaml
- yolov6.yaml
- yolov8-cls-resnet101.yaml
- yolov8-cls-resnet50.yaml
- yolov8-cls.yaml
- yolov8-ghost-p2.yaml
- yolov8-ghost-p6.yaml
- yolov8-ghost.yaml
- yolov8-obb.yaml
- yolov8-p2.yaml
- yolov8-p6.yaml
- yolov8-pose-p6.yaml
- yolov8-pose.yaml
- yolov8-rtdetr.yaml
- yolov8-seg-p6.yaml
- yolov8-seg.yaml
- yolov8-world.yaml
- yolov8-worldv2.yaml
- yolov8.yaml
- yolov9c-seg.yaml
- yolov9c.yaml
- yolov9e-seg.yaml
- yolov9e.yaml
- yolov9m.yaml
- yolov9s.yaml
- yolov9t.yaml
- README.md
- default.yaml
- botsort.yaml
- bytetrack.yaml
- __init__.py
- default.yaml
- download_weights.sh
- get_coco.sh
- get_coco128.sh
- get_imagenet.sh
- __init__.py
- annotator.py
- augment.py
- base.py
- build.py
- converter.py
- dataset.py
- loaders.py
- split_dota.py
- utils.py
- __init__.py
- exporter.py
- model.py
- predictor.py
- results.py
- trainer.py
- tuner.py
- validator.py
- __init__.py
- __init__.py
- auth.py
- session.py
- utils.py
- __init__.py
- model.py
- predict.py
- utils.py
- val.py
- __init__.py
- model.py
- predict.py
- val.py
- __init__.py
- model.py
- predict.py
- train.py
- val.py
- __init__.py
- blocks.py
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- encoders.py
- memory_attention.py
- sam.py
- tiny_encoder.py
- transformer.py
- utils.py
- __init__.py
- amg.py
- build.py
- model.py
- predict.py
- __init__.py
- loss.py
- ops.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- train.py
- train_world.py
- __init__.py
- model.py
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- __init__.py
- activation.py
- block.py
- block_v1.py
- conv.py
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- transformer.py
- utils.py
- __init__.py
- autobackend.py
- tasks.py
- __init__.py
- ai_gym.py
- analytics.py
- distance_calculation.py
- heatmap.py
- object_counter.py
- parking_management.py
- queue_management.py
- region_counter.py
- security_alarm.py
- solutions.py
- speed_estimation.py
- streamlit_inference.py
- trackzone.py
- __init__.py
- gmc.py
- kalman_filter.py
- matching.py
- __init__.py
- basetrack.py
- bot_sort.py
- byte_tracker.py
- README.md
- track.py
- __init__.py
- base.py
- clearml.py
- comet.py
- dvc.py
- hub.py
- mlflow.py
- neptune.py
- raytune.py
- tensorboard.py
- wb.py
- __init__.py
- autobatch.py
- benchmarks.py
- checks.py
- dist.py
- downloads.py
- errors.py
- files.py
- instance.py
- loss.py
- metrics.py
- ops.py
- patches.py
- plotting.py
- tal.py
- torch_utils.py
- triton.py
- tuner.py
- __init__.py
- __init__.py
- mime.sh
- resume.py
- userdata.sh
- additional_requirements.txt
- app.yaml
- Dockerfile
- __init__.py
- log_dataset.py
- wandb_utils.py
- __init__.py
- activations.py
- add_nms.py
- autoanchor.py
- datasets.py
- general.py
- google_utils.py
- loss.py
- metrics.py
- plots.py
- torch_utils.py
- MOT_yolov12n.pt
- SOT_yolov12l.pt
- ViA_yolov12n.pt
- app.py
- heatmap.py
- mkdocs.yml
- requirements.txt
- requirements_mac.txt
- requirements_win.txt
- train.py
- uav.yaml
- getInfo.py
- requirements.txt
- run_track3.sh
- setup.cfg
- setup.py
- 00001.jpg
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- MultiUAV-003.txt
- MultiUAV-135.txt
- MultiUAV-173.txt
- MultiUAV-261.txt
- MultiUAV-003.mp4
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- README.md
- README.md
- Add_a_new_metric.md
- Readme.md
- Readme.md
- Readme.md
- BDD100k-format.txt
- DAVIS-format.txt
- KITTI-format.txt
- MOTChallenge-format.txt
- MOTS-format.txt
- TAO-format.txt
- YouTube-VIS-format.txt
- comparison_plots.py
- run_bdd.py
- run_burst.py
- run_burst_ow.py
- run_davis.py
- run_headtracking_challenge.py
- run_kitti.py
- run_kitti_mots.py
- run_mot_challenge.py
- run_mots_challenge.py
- run_person_path_22.py
- run_rob_mots.py
- run_tao.py
- run_tao_ow.py
- run_youtube_vis.py
- test_all_quick.py
- test_davis.py
- test_metrics.py
- test_mot17.py
- test_mots.py
- __init__.py
- baseline_utils.py
- non_overlap.py
- pascal_colormap.py
- stp.py
- thresholder.py
- vizualize.py
- __init__.py
- burst_base.py
- burst_ow_base.py
- BURST_SPECIFIC_ISSUES.md
- convert_burst_format_to_tao_format.py
- format_converter.py
- tao_categories.json
- __init__.py
- _base_dataset.py
- bdd100k.py
- burst.py
- burst_ow.py
- davis.py
- head_tracking_challenge.py
- kitti_2d_box.py
- kitti_mots.py
- mot_challenge_2d_box.py
- mots_challenge.py
- person_path_22.py
- rob_mots.py
- rob_mots_classmap.py
- run_rob_mots.py
- tao.py
- tao_ow.py
- youtube_vis.py
- __init__.py
- _base_metric.py
- clear.py
- count.py
- hota.py
- identity.py
- ideucl.py
- j_and_f.py
- track_map.py
- vace.py
- __init__.py
- _timing.py
- eval.py
- plotting.py
- utils.py
- .gitignore
- LICENSE
- minimum_requirements.txt
- pyproject.toml
- Readme.md
- requirements.txt
- setup.cfg
- setup.py
- LICENSE
- README.md
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