SiamTrackers
(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning
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- demo.py
- eval.py
- my_eval.py
- my_test.py
- config.cpython-37.pyc
- net.cpython-37.pyc
- run_SiamRPN.cpython-37.pyc
- tracker.cpython-37.pyc
- utils.cpython-37.pyc
- vot.cpython-37.pyc
- vot_SiamRPN.cpython-37.pyc
- config.py
- net.py
- tracker.py
- utils.py
- VOT2018.zip
- __init__.cpython-37.pyc
- __init__.cpython-37.pyc
- dataset.cpython-37.pyc
- got10k.cpython-37.pyc
- lasot.cpython-37.pyc
- nfs.cpython-37.pyc
- otb.cpython-37.pyc
- trackingnet.cpython-37.pyc
- uav.cpython-37.pyc
- video.cpython-37.pyc
- vot.cpython-37.pyc
- __init__.py
- dataset.py
- got10k.py
- lasot.py
- nfs.py
- otb.py
- trackingnet.py
- uav.py
- video.py
- vot.py
- __init__.cpython-37.pyc
- ar_benchmark.cpython-37.pyc
- eao_benchmark.cpython-37.pyc
- f1_benchmark.cpython-37.pyc
- ope_benchmark.cpython-37.pyc
- __init__.py
- ar_benchmark.py
- eao_benchmark.py
- f1_benchmark.py
- ope_benchmark.py
- __init__.cpython-37.pyc
- statistics.cpython-37.pyc
- buffer.h
- region.c
- region.h
- __init__.py
- c_region.pxd
- misc.py
- region.c
- region.cpython-37m-x86_64-linux-gnu.so
- region.pyx
- statistics.py
- __init__.py
- draw_eao.py
- draw_f1.py
- draw_success_precision.py
- draw_utils.py
- __init__.py
- README.md
- README.md
- README.md
- girl_dance.mp4
- launch.json
- eval.cpython-38.pyc
- demo.py
- eval.py
- girl_dance.mp4
- hp_search.py
- test.py
- train.py
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- dtb70.cpython-37.pyc
- dtb70.cpython-38.pyc
- got10k.cpython-37.pyc
- got10k.cpython-38.pyc
- lasot.cpython-37.pyc
- lasot.cpython-38.pyc
- nfs.cpython-37.pyc
- nfs.cpython-38.pyc
- otb.cpython-37.pyc
- otb.cpython-38.pyc
- tcolor128.cpython-37.pyc
- tcolor128.cpython-38.pyc
- trackingnet.cpython-37.pyc
- trackingnet.cpython-38.pyc
- uav123.cpython-37.pyc
- uav123.cpython-38.pyc
- uavdt.cpython-37.pyc
- uavdt.cpython-38.pyc
- vid.cpython-37.pyc
- vid.cpython-38.pyc
- visdrone.cpython-37.pyc
- visdrone.cpython-38.pyc
- vot.cpython-37.pyc
- vot.cpython-38.pyc
- __init__.py
- __init__.pyc
- dtb70.py
- got10k.py
- lasot.json
- lasot.py
- nfs.py
- nfs.pyc
- otb.py
- tcolor128.py
- trackingnet.py
- uav123.json
- uav123.py
- uavdt.py
- vid.py
- vid.pyc
- visdrone.py
- visdrone.pyc
- vot.py
- vot.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- dtb70.cpython-37.pyc
- dtb70.cpython-38.pyc
- got10k.cpython-37.pyc
- got10k.cpython-38.pyc
- lasot.cpython-37.pyc
- lasot.cpython-38.pyc
- nfs.cpython-37.pyc
- nfs.cpython-38.pyc
- otb.cpython-37.pyc
- otb.cpython-38.pyc
- tcolor128.cpython-37.pyc
- tcolor128.cpython-38.pyc
- uav123.cpython-37.pyc
- uav123.cpython-38.pyc
- vot.cpython-37.pyc
- vot.cpython-38.pyc
- __init__.py
- __init__.pyc
- dtb70.py
- dtb70.pyc
- got10k.py
- got10k.pyc
- lasot.py
- lasot.pyc
- nfs.py
- nfs.pyc
- otb.py
- otb.pyc
- tcolor128.py
- tcolor128.pyc
- uav123.py
- uav123.pyc
- vot.py
- vot.pyc
- __init__.cpython-37.pyc
- identity_tracker.cpython-37.pyc
- __init__.py
- __init__.pyc
- identity_tracker.py
- identity_tracker.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- ioutils.cpython-37.pyc
- ioutils.cpython-38.pyc
- metrics.cpython-37.pyc
- metrics.cpython-38.pyc
- viz.cpython-37.pyc
- viz.cpython-38.pyc
- __init__.py
- __init__.pyc
- ioutils.py
- ioutils.pyc
- metrics.py
- metrics.pyc
- viz.py
- viz.pyc
- __init__.py
- configv1.yaml
- configv2.yaml
- configv3.yaml
- nanotrack_backbone_sim.onnx
- nanotrack_head_sim.onnx
- nanotrack_backbone_sim.onnx
- nanotrack_head_sim.onnx
- nanotrack_backbone.onnx
- nanotrack_head.onnx
- mobilenetv3_small_1.0.pth
- nanotrackv1.pth
- nanotrackv2.pth
- nanotrackv3.pth
- nanotrackv1.pth
- nanotrackv2.pth
- __init__.cpython-38.pyc
- __init__.cpython-38.pyc
- config.cpython-38.pyc
- xcorr.cpython-38.pyc
- __init__.py
- config.py
- xcorr.py
- __init__.cpython-38.pyc
- augmentation.cpython-38.pyc
- dataset.cpython-38.pyc
- point_target.cpython-38.pyc
- __init__.py
- augmentation.py
- dataset.py
- point_target.py
- __init__.cpython-38.pyc
- iou_loss.cpython-38.pyc
- loss.cpython-38.pyc
- model_builder.cpython-38.pyc
- __init__.cpython-38.pyc
- alexnet.cpython-38.pyc
- mobile_v2.cpython-38.pyc
- mobile_v3.cpython-38.pyc
- resnet_atrous.cpython-38.pyc
- __init__.py
- alexnet.py
- mobile_v3.py
- __init__.cpython-38.pyc
- ban.cpython-38.pyc
- ban_v2.cpython-38.pyc
- __init__.py
- ban_v1.py
- ban_v2.py
- ban_v3.py
- __init__.cpython-38.pyc
- neck.cpython-38.pyc
- __init__.py
- neck.py
- __init__.py
- init_weight.py
- iou_loss.py
- loss.py
- model_builder.py
- __init__.cpython-38.pyc
- base_tracker.cpython-38.pyc
- nano_tracker.cpython-38.pyc
- siamban_tracker.cpython-38.pyc
- tracker_builder.cpython-38.pyc
- __init__.py
- base_tracker.py
- nano_tracker.py
- tracker_builder.py
- __init__.cpython-38.pyc
- average_meter.cpython-38.pyc
- bbox.cpython-38.pyc
- distributed.cpython-38.pyc
- log_helper.cpython-38.pyc
- lr_scheduler.cpython-38.pyc
- misc.cpython-38.pyc
- model_load.cpython-38.pyc
- point.cpython-38.pyc
- __init__.py
- average_meter.py
- bbox.py
- distributed.py
- log_helper.py
- lr_scheduler.py
- misc.py
- model_load.py
- point.py
- __init__.py
- DTB70.zip
- GOT-10k.zip
- NanoTrackV3.zip
- VOT2018.zip
- VOT2019.zip
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- dataset.cpython-37.pyc
- dataset.cpython-38.pyc
- dtb70.cpython-37.pyc
- dtb70.cpython-38.pyc
- got10k.cpython-37.pyc
- got10k.cpython-38.pyc
- lasot.cpython-37.pyc
- lasot.cpython-38.pyc
- nfs.cpython-37.pyc
- nfs.cpython-38.pyc
- otb.cpython-37.pyc
- otb.cpython-38.pyc
- trackingnet.cpython-37.pyc
- trackingnet.cpython-38.pyc
- uav.cpython-37.pyc
- uav.cpython-38.pyc
- uavdt.cpython-37.pyc
- uavdt.cpython-38.pyc
- video.cpython-37.pyc
- video.cpython-38.pyc
- visdrone.cpython-37.pyc
- visdrone.cpython-38.pyc
- vot.cpython-37.pyc
- vot.cpython-38.pyc
- __init__.py
- __init__.pyc
- dataset.py
- dataset.pyc
- dtb70.py
- dtb70.pyc
- got10k.py
- got10k.pyc
- lasot.py
- lasot.pyc
- nfs.py
- nfs.pyc
- otb.py
- otb.pyc
- trackingnet.py
- trackingnet.pyc
- uav.py
- uav.pyc
- uavdt.py
- uavdt.pyc
- video.py
- video.pyc
- visdrone.py
- visdrone.pyc
- vot.py
- vot.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- ar_benchmark.cpython-37.pyc
- ar_benchmark.cpython-38.pyc
- eao_benchmark.cpython-37.pyc
- eao_benchmark.cpython-38.pyc
- f1_benchmark.cpython-37.pyc
- f1_benchmark.cpython-38.pyc
- logger.cpython-37.pyc
- logger.cpython-38.pyc
- ope_benchmark.cpython-37.pyc
- ope_benchmark.cpython-38.pyc
- __init__.py
- __init__.pyc
- ar_benchmark.py
- eao_benchmark.py
- f1_benchmark.py
- logger.py
- ope_benchmark.py
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- statistics.cpython-37.pyc
- statistics.cpython-38.pyc
- buffer.h
- region.c
- region.h
- __init__.py
- __init__.pyc
- c_region.pxd
- misc.py
- region.c
- region.cpython-36m-x86_64-linux-gnu.so
- region.cpython-37m-x86_64-linux-gnu.so
- region.cpython-38-x86_64-linux-gnu.so
- region.pyx
- region.so
- statistics.py
- statistics.pyc
- __init__.py
- draw_eao.py
- draw_f1.py
- draw_success_precision.py
- draw_utils.py
- __init__.py
- __init__.pyc
- .gitignore
- cal_macs_params.py
- cal_speed.py
- data
- datasets
- LICENSE
- pytorch2onnx.py
- README.md
- setup.py
- README.md
- cmd_eval.sh
- cmd_test.sh
- demo.py
- hp_search.py
- my_eval.py
- my_test.py
- my_train.py
- test.py
- test_epochs.py
- tune.py
- readme.md
- config.yaml
- ants1_001.txt
- ants3_001.txt
- bag_001.txt
- ball1_001.txt
- ball2_001.txt
- basketball_001.txt
- birds1_001.txt
- blanket_001.txt
- bmx_001.txt
- bolt1_001.txt
- bolt2_001.txt
- book_001.txt
- butterfly_001.txt
- car1_001.txt
- conduction1_001.txt
- crabs1_001.txt
- crossing_001.txt
- dinosaur_001.txt
- drone1_001.txt
- drone_across_001.txt
- drone_flip_001.txt
- fernando_001.txt
- fish1_001.txt
- fish2_001.txt
- fish3_001.txt
- flamingo1_001.txt
- frisbee_001.txt
- girl_001.txt
- glove_001.txt
- godfather_001.txt
- graduate_001.txt
- gymnastics1_001.txt
- gymnastics2_001.txt
- gymnastics3_001.txt
- hand_001.txt
- handball1_001.txt
- handball2_001.txt
- helicopter_001.txt
- iceskater1_001.txt
- iceskater2_001.txt
- leaves_001.txt
- matrix_001.txt
- motocross1_001.txt
- motocross2_001.txt
- nature_001.txt
- pedestrian1_001.txt
- rabbit_001.txt
- racing_001.txt
- road_001.txt
- shaking_001.txt
- sheep_001.txt
- singer2_001.txt
- singer3_001.txt
- soccer1_001.txt
- soccer2_001.txt
- soldier_001.txt
- tiger_001.txt
- traffic_001.txt
- wiper_001.txt
- zebrafish1_001.txt
- log.txt
- __init__.py
- config.py
- xcorr.py
- __init__.py
- augmentation.py
- dataset.py
- point_target.py
- __init__.py
- alexnet.py
- mobile_v2.py
- resnet_atrous.py
- __init__.py
- ban.py
- __init__.py
- neck.py
- __init__.py
- init_weight.py
- iou_loss.py
- loss.py
- model_builder.py
- __init__.py
- base_tracker.py
- siamban_tracker.py
- tracker_builder.py
- __init__.py
- average_meter.py
- bbox.py
- distributed.py
- log_helper.py
- lr_scheduler.py
- misc.py
- model_load.py
- point.py
- __init__.py
- __init__.py
- dataset.py
- dtb70.py
- got10k.py
- lasot.py
- nfs.py
- otb.py
- trackingnet.py
- uav.py
- uavdt.py
- video.py
- visdrone.py
- vot.py
- __init__.py
- ar_benchmark.py
- eao_benchmark.py
- f1_benchmark.py
- logger.py
- ope_benchmark.py
- buffer.h
- region.c
- region.h
- __init__.py
- c_region.pxd
- misc.py
- region.c
- region.pyx
- statistics.py
- __init__.py
- draw_eao.py
- draw_f1.py
- draw_success_precision.py
- draw_utils.py
- __init__.py
- .gitignore
- README.md
- setup.py
- README.md
- launch.json
- settings.json
- cmd_dist_train.sh
- cmd_eval.sh
- cmd_test.sh
- demo.py
- dist_train.py
- eval.py
- hp_search.py
- my_eval.py
- my_test.py
- my_train.py
- test.py
- train.py
- config.yaml
- ants1_001.txt
- ants3_001.txt
- bag_001.txt
- ball1_001.txt
- ball2_001.txt
- basketball_001.txt
- birds1_001.txt
- blanket_001.txt
- bmx_001.txt
- bolt1_001.txt
- bolt2_001.txt
- book_001.txt
- butterfly_001.txt
- car1_001.txt
- conduction1_001.txt
- crabs1_001.txt
- crossing_001.txt
- dinosaur_001.txt
- drone1_001.txt
- drone_across_001.txt
- drone_flip_001.txt
- fernando_001.txt
- fish1_001.txt
- fish2_001.txt
- fish3_001.txt
- flamingo1_001.txt
- frisbee_001.txt
- girl_001.txt
- glove_001.txt
- godfather_001.txt
- graduate_001.txt
- gymnastics1_001.txt
- gymnastics2_001.txt
- gymnastics3_001.txt
- hand_001.txt
- handball1_001.txt
- handball2_001.txt
- helicopter_001.txt
- iceskater1_001.txt
- iceskater2_001.txt
- leaves_001.txt
- matrix_001.txt
- motocross1_001.txt
- motocross2_001.txt
- nature_001.txt
- pedestrian1_001.txt
- rabbit_001.txt
- racing_001.txt
- road_001.txt
- shaking_001.txt
- sheep_001.txt
- singer2_001.txt
- singer3_001.txt
- soccer1_001.txt
- soccer2_001.txt
- soldier_001.txt
- tiger_001.txt
- traffic_001.txt
- wiper_001.txt
- zebrafish1_001.txt
- __init__.py
- config.py
- __init__.py
- augmentation.py
- dataset.py
- __init__.py
- alexnet.py
- mobile_v2.py
- resnet_atrous.py
- __init__.py
- car_head.py
- __init__.py
- neck.py
- __init__.py
- init_weight.py
- loss_car.py
- model_builder.py
- __init__.py
- base_tracker.py
- siamcar_tracker.py
- __init__.py
- average_meter.py
- bbox.py
- distributed.py
- location_grid.py
- log_helper.py
- lr_scheduler.py
- misc.py
- model_load.py
- xcorr.py
- __init__.py
- __init__.py
- dataset.py
- dtb70.py
- got10k.py
- lasot.py
- nfs.py
- otb.py
- trackingnet.py
- uav.py
- uavdt.py
- video.py
- visdrone.py
- vot.py
- __init__.py
- ar_benchmark.py
- eao_benchmark.py
- f1_benchmark.py
- logger.py
- ope_benchmark.py
- buffer.h
- region.c
- region.h
- __init__.py
- c_region.pxd
- misc.py
- region.c
- region.pyx
- statistics.py
- __init__.py
- draw_eao.py
- draw_f1.py
- draw_success_precision.py
- draw_utils.py
- __init__.py
- README.md
- requirement.txt
- speed.py
- README.md
- cmd_test.sh
- demo.py
- hp_search.py
- my_test.py
- my_train.py
- read.md
- read.md
- __init__.py
- dtb70.py
- got10k.py
- lasot.json
- lasot.py
- nfs.py
- otb.py
- tcolor128.py
- trackingnet.py
- uav123.json
- uav123.py
- uavdt.py
- vid.py
- visdrone.py
- vot.py
- __init__.py
- dtb70.py
- got10k.py
- lasot.py
- nfs.py
- otb.py
- tcolor128.py
- uav123.py
- vot.py
- __init__.py
- identity_tracker.py
- __init__.py
- ioutils.py
- metrics.py
- viz.py
- __init__.py
- read.md
- __init__.py
- backbones.py
- bbox_util.py
- config.py
- datasets.py
- heads.py
- losses.py
- modules.py
- network.py
- tracker.py
- transforms.py
- utils.py
- .gitignore
- LICENSE
- README.md
- launch.json
- settings.json
- run_SiamRPN.cpython-36.pyc
- Untitled-1
- cmd_test.sh
- hp_search.py
- my_test.py
- my_train.py
- run.sh
- read.md
- read.md
- __init__.cpython-37.pyc
- __init__.cpython-37.pyc
- dtb70.cpython-37.pyc
- got10k.cpython-37.pyc
- lasot.cpython-37.pyc
- nfs.cpython-37.pyc
- otb.cpython-37.pyc
- tcolor128.cpython-37.pyc
- trackingnet.cpython-37.pyc
- uav123.cpython-37.pyc
- vid.cpython-37.pyc
- vot.cpython-37.pyc
- __init__.py
- dtb70.py
- got10k.py
- lasot.json
- lasot.py
- nfs.py
- otb.py
- tcolor128.py
- trackingnet.py
- uav123.json
- uav123.py
- vid.py
- vot.py
- __init__.cpython-37.pyc
- dtb70.cpython-37.pyc
- got10k.cpython-37.pyc
- lasot.cpython-37.pyc
- nfs.cpython-37.pyc
- otb.cpython-37.pyc
- tcolor128.cpython-37.pyc
- uav123.cpython-37.pyc
- vot.cpython-37.pyc
- __init__.py
- dtb70.py
- got10k.py
- lasot.py
- nfs.py
- otb.py
- tcolor128.py
- uav123.py
- vot.py
- __init__.cpython-37.pyc
- identity_tracker.cpython-37.pyc
- __init__.py
- identity_tracker.py
- __init__.cpython-37.pyc
- ioutils.cpython-37.pyc
- metrics.cpython-37.pyc
- viz.cpython-37.pyc
- __init__.py
- ioutils.py
- metrics.py
- viz.py
- __init__.py
- read.md
- read.md
- read.md
- __init__.cpython-36.pyc
- __init__.cpython-37.pyc
- alexnet.cpython-36.pyc
- backbones.cpython-37.pyc
- bbox_util.cpython-37.pyc
- config.cpython-36.pyc
- config.cpython-37.pyc
- custom_transforms.cpython-36.pyc
- custom_transforms.cpython-37.pyc
- dataset.cpython-36.pyc
- dataset.cpython-37.pyc
- generate_anchors.cpython-36.pyc
- generate_anchors.cpython-37.pyc
- heads.cpython-37.pyc
- loss.cpython-36.pyc
- loss.cpython-37.pyc
- modules.cpython-37.pyc
- network.cpython-36.pyc
- network.cpython-37.pyc
- run_SiamRPN.cpython-36.pyc
- run_SiamRPN.cpython-37.pyc
- tracker.cpython-36.pyc
- tracker.cpython-37.pyc
- train.cpython-36.pyc
- train.cpython-37.pyc
- transforms.cpython-37.pyc
- utils.cpython-36.pyc
- utils.cpython-37.pyc
- visual.cpython-36.pyc
- visual.cpython-37.pyc
- __init__.py
- backbones.py
- bbox_util.py
- config.py
- dataset.py
- heads.py
- loss.py
- modules.py
- network.py
- tracker.py
- transforms.py
- utils.py
- visual.py
- README.md
- requirement.txt
- README.md
- data.zip
- README.md
- SiameseNetworkTest.py
- SiameseNetworkTrain.py
- SiameseUtil.py
- cmd_test.sh
- hp_search.py
- my_eval.py
- my_test.py
- my_train.py
- read.md
- read.md
- read.md
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- __init__.cpython-37.pyc
- __init__.cpython-38.pyc
- dtb70.cpython-37.pyc
- dtb70.cpython-38.pyc
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- results.md
- setup.py
- README.md
- README.md
# 설치 가이드
1. 코드 내려받기
git clone https://github.com/HonglinChu/SiamTrackers
깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.
cd SiamTrackers
방금 내려받은 프로젝트 폴더 안으로 이동합니다.
2. Python
쉬움 추천사전 준비물
pip install -r SiamFCpp/SiamFCpp-video_analyst/requirements.txt
requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.
python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요
파이썬 스크립트(또는 모듈)를 실행합니다.
에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.
// repository documentation
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