2025计算机科学一套基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

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2026-03-29
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基于深度学习的停车位检测-pdf-标题-本科毕业论文（设计）基于深度学习的停车位检测.pdf 标题：本科毕业论文（设计）基于深度学习的停车位检测.pdf(3 MB)
yolov12_BiFPN
- __pycache__
  - mainwindowui.cpython-39.pyc(4.17 KB)
- mainwindowui.py(8.1 KB)
- PKLot_detect_data
  - images
  - labels
  - pklot.yaml(162 B)
  - README.dataset.txt(297 B)
- train.py(3.27 KB)
- ultralytics
  - __init__.py(709 B)
  - __pycache__
    - __init__.cpython-39.pyc(644 B)
  - assets
    - bus.jpg(134.2 KB)
    - zidane.jpg(49.25 KB)
  - cfg
    - __init__.py(38.67 KB)
    - __pycache__
      - __init__.cpython-39.pyc(33.48 KB)
    - datasets
      - african-wildlife.yaml(930 B)
      - Argoverse.yaml(3.09 KB)
      - brain-tumor.yaml(856 B)
      - carparts-seg.yaml(1.24 KB)
      - coco-pose.yaml(1.6 KB)
      - coco.yaml(2.55 KB)
      - coco128-seg.yaml(1.95 KB)
      - coco128.yaml(1.93 KB)
      - coco8-pose.yaml(1022 B)
      - coco8-seg.yaml(1.88 KB)
      - coco8.yaml(1.86 KB)
      - crack-seg.yaml(852 B)
      - dog-pose.yaml(907 B)
      - dota8.yaml(1.05 KB)
      - DOTAv1.5.yaml(1.2 KB)
      - DOTAv1.yaml(1.17 KB)
      - GlobalWheat2020.yaml(2.04 KB)
      - hand-keypoints.yaml(989 B)
      - ImageNet.yaml(41.54 KB)
      - lvis.yaml(29.02 KB)
      - medical-pills.yaml(848 B)
      - Objects365.yaml(9.13 KB)
      - open-images-v7.yaml(12.23 KB)
      - package-seg.yaml(864 B)
      - signature.yaml(789 B)
      - SKU-110K.yaml(2.46 KB)
      - tiger-pose.yaml(925 B)
      - VisDrone.yaml(3.04 KB)
      - VOC.yaml(3.6 KB)
      - xView.yaml(5.12 KB)
    - default.yaml(8.28 KB)
    - models
      - 11
        yolo11-cls-resnet18.yaml(794 B)
        yolo11-cls.yaml(1.38 KB)
        yolo11-obb.yaml(1.99 KB)
        yolo11-pose.yaml(2.08 KB)
        yolo11-seg.yaml(2 KB)
        yolo11.yaml(1.96 KB)
      - README.md(3.27 KB)
      - rt-detr
        rtdetr-l.yaml(1.99 KB)
        rtdetr-resnet101.yaml(1.64 KB)
        rtdetr-resnet50.yaml(1.64 KB)
        rtdetr-x.yaml(2.2 KB)
      - v10
        yolov10b.yaml(1.47 KB)
        yolov10l.yaml(1.47 KB)
        yolov10m.yaml(1.46 KB)
        yolov10n.yaml(1.46 KB)
        yolov10s.yaml(1.47 KB)
        yolov10x.yaml(1.47 KB)
      - v12
        yolov12.yaml(1.88 KB)
        YOLOv12BiFPN.yaml(2.05 KB)
      - v3
        yolov3-spp.yaml(1.59 KB)
        yolov3-tiny.yaml(1.3 KB)
        yolov3.yaml(1.57 KB)
      - v5
        yolov5-p6.yaml(1.95 KB)
        yolov5.yaml(1.59 KB)
      - v6
        yolov6.yaml(1.76 KB)
      - v8
        yolov8-cls-resnet101.yaml(994 B)
        yolov8-cls-resnet50.yaml(992 B)
        yolov8-cls.yaml(1019 B)
        yolov8-ghost-p2.yaml(2.43 KB)
        yolov8-ghost-p6.yaml(2.5 KB)
        yolov8-ghost.yaml(2.14 KB)
        yolov8-obb.yaml(1.95 KB)
        yolov8-p2.yaml(1.78 KB)
        yolov8-p6.yaml(2.33 KB)
        yolov8-pose-p6.yaml(1.99 KB)
        yolov8-pose.yaml(1.64 KB)
        yolov8-rtdetr.yaml(1.96 KB)
        yolov8-seg-p6.yaml(1.91 KB)
        yolov8-seg.yaml(1.55 KB)
        yolov8-world.yaml(2.08 KB)
        yolov8-worldv2.yaml(2.02 KB)
        yolov8.yaml(1.94 KB)
      - v9
        yolov9c-seg.yaml(1.41 KB)
        yolov9c.yaml(1.39 KB)
        yolov9e-seg.yaml(2.32 KB)
        yolov9e.yaml(2.3 KB)
        yolov9m.yaml(1.38 KB)
        yolov9s.yaml(1.36 KB)
        yolov9t.yaml(1.34 KB)
    - solutions
      - default.yaml(1.63 KB)
    - trackers
      - botsort.yaml(1.05 KB)
      - bytetrack.yaml(886 B)
  - data
    - __init__.py(644 B)
    - __pycache__
      - __init__.cpython-39.pyc(569 B)
      - augment.cpython-39.pyc(108.65 KB)
      - base.cpython-39.pyc(12.73 KB)
      - build.cpython-39.pyc(6.9 KB)
      - converter.cpython-39.pyc(19.59 KB)
      - dataset.cpython-39.pyc(19.14 KB)
      - loaders.cpython-39.pyc(24.91 KB)
      - utils.cpython-39.pyc(29.77 KB)
    - annotator.py(3.07 KB)
    - augment.py(117.89 KB)
    - base.py(14.84 KB)
    - build.py(7.42 KB)
    - converter.py(23.89 KB)
    - dataset.py(22.7 KB)
    - loaders.py(27.87 KB)
    - scripts
      - download_weights.sh(568 B)
      - get_coco.sh(1.69 KB)
      - get_coco128.sh(621 B)
      - get_imagenet.sh(1.63 KB)
    - split_dota.py(10.47 KB)
    - utils.py(33.05 KB)
  - engine
    - __init__.py(70 B)
    - __pycache__
      - __init__.cpython-39.pyc(138 B)
      - exporter.cpython-39.pyc(51.21 KB)
      - model.cpython-39.pyc(48.18 KB)
      - predictor.cpython-39.pyc(14.43 KB)
      - results.cpython-39.pyc(72.79 KB)
      - trainer.cpython-39.pyc(27.09 KB)
      - validator.cpython-39.pyc(13.04 KB)
    - exporter.py(67.53 KB)
    - model.py(52.04 KB)
    - predictor.py(17.32 KB)
    - results.py(73.35 KB)
    - trainer.py(36.56 KB)
    - tuner.py(11.7 KB)
    - validator.py(14.55 KB)
  - hub
    - __init__.py(5.53 KB)
    - __pycache__
      - __init__.cpython-39.pyc(5.3 KB)
      - auth.cpython-39.pyc(4.33 KB)
      - session.cpython-39.pyc(12.38 KB)
      - utils.cpython-39.pyc(8.25 KB)
    - auth.py(5.44 KB)
    - google
      - __init__.py(7.36 KB)
    - session.py(16.05 KB)
    - utils.py(9.5 KB)
  - models
    - __init__.py(293 B)
    - __pycache__
      - __init__.cpython-39.pyc(376 B)
    - fastsam
      - __init__.py(231 B)
      - __pycache__
        __init__.cpython-39.pyc(307 B)
        model.cpython-39.pyc(2.34 KB)
        predict.cpython-39.pyc(6.36 KB)
        utils.cpython-39.pyc(780 B)
        val.cpython-39.pyc(2.12 KB)
      - model.py(1.99 KB)
      - predict.py(7.34 KB)
      - utils.py(742 B)
      - val.py(1.95 KB)
    - nas
      - __init__.py(207 B)
      - __pycache__
        __init__.cpython-39.pyc(291 B)
        model.cpython-39.pyc(3.56 KB)
        predict.cpython-39.pyc(2.12 KB)
        val.cpython-39.pyc(1.86 KB)
      - model.py(3.19 KB)
      - predict.py(2.07 KB)
      - val.py(1.68 KB)
    - rtdetr
      - __init__.py(225 B)
      - __pycache__
        __init__.cpython-39.pyc(303 B)
        model.cpython-39.pyc(2.28 KB)
        predict.cpython-39.pyc(3.63 KB)
        train.cpython-39.pyc(3.98 KB)
        val.cpython-39.pyc(5.04 KB)
      - model.py(1.97 KB)
      - predict.py(3.51 KB)
      - train.py(3.78 KB)
      - val.py(5.46 KB)
    - sam
      - __init__.py(246 B)
      - __pycache__
        __init__.cpython-39.pyc(306 B)
        amg.cpython-39.pyc(8.23 KB)
        build.cpython-39.pyc(9.87 KB)
        model.cpython-39.pyc(7.68 KB)
        predict.cpython-39.pyc(59.42 KB)
      - amg.py(8.53 KB)
      - build.py(12.22 KB)
      - model.py(7.24 KB)
      - modules
        __init__.py(70 B)
        __pycache__
        __init__.cpython-39.pyc(150 B)
        blocks.cpython-39.pyc(42.17 KB)
        decoders.cpython-39.pyc(19.38 KB)
        encoders.cpython-39.pyc(29.49 KB)
        memory_attention.cpython-39.pyc(8.21 KB)
        sam.cpython-39.pyc(28.62 KB)
        tiny_encoder.cpython-39.pyc(36.64 KB)
        transformer.cpython-39.pyc(14 KB)
        utils.cpython-39.pyc(11.53 KB)
        blocks.py(44.86 KB)
        decoders.py(25.25 KB)
        encoders.py(34.04 KB)
        memory_attention.py(9.52 KB)
        sam.py(51.51 KB)
        tiny_encoder.py(40.4 KB)
        transformer.py(15.73 KB)
        utils.py(12.05 KB)
      - predict.py(80.53 KB)
    - utils
      - __init__.py(70 B)
      - loss.py(15.46 KB)
      - ops.py(12.94 KB)
    - yolo
      - __init__.py(275 B)
      - __pycache__
        __init__.cpython-39.pyc(395 B)
        model.cpython-39.pyc(3.51 KB)
      - classify
        __init__.py(383 B)
        __pycache__
        __init__.cpython-39.pyc(440 B)
        predict.cpython-39.pyc(3.08 KB)
        train.cpython-39.pyc(6.43 KB)
        val.cpython-39.pyc(5.59 KB)
        predict.py(2.48 KB)
        train.py(6.15 KB)
        val.py(4.98 KB)
      - detect
        __init__.py(257 B)
        __pycache__
        __init__.cpython-39.pyc(324 B)
        predict.cpython-39.pyc(1.56 KB)
        train.cpython-39.pyc(7.13 KB)
        val.cpython-39.pyc(13.17 KB)
        predict.py(1.46 KB)
        train.py(6.58 KB)
        val.py(14.74 KB)
      - model.py(4.16 KB)
      - obb
        __init__.py(221 B)
        __pycache__
        __init__.cpython-39.pyc(303 B)
        predict.cpython-39.pyc(2.13 KB)
        train.cpython-39.pyc(1.86 KB)
        val.cpython-39.pyc(8.92 KB)
        predict.py(2.02 KB)
        train.py(1.51 KB)
        val.py(9.15 KB)
      - pose
        __init__.py(227 B)
        __pycache__
        __init__.cpython-39.pyc(307 B)
        predict.cpython-39.pyc(2.37 KB)
        train.cpython-39.pyc(3.21 KB)
        val.cpython-39.pyc(10.95 KB)
        predict.py(2.34 KB)
        train.py(2.88 KB)
        val.py(12.12 KB)
      - segment
        __init__.py(275 B)
        __pycache__
        __init__.cpython-39.pyc(334 B)
        predict.cpython-39.pyc(2.42 KB)
        train.cpython-39.pyc(2.7 KB)
        val.cpython-39.pyc(12.12 KB)
        predict.py(2.44 KB)
        train.py(2.27 KB)
        val.py(13.75 KB)
      - world
        __init__.py(131 B)
        __pycache__
        __init__.cpython-39.pyc(213 B)
        train.cpython-39.pyc(3.72 KB)
        train.py(3.63 KB)
        train_world.py(4.77 KB)
  - nn
    - __init__.py(615 B)
    - __pycache__
      - __init__.cpython-39.pyc(522 B)
      - autobackend.cpython-39.pyc(23.17 KB)
      - tasks.cpython-39.pyc(43.23 KB)
    - autobackend.py(34.71 KB)
    - Extramodule
      - __init__.py(20 B)
      - __pycache__
        __init__.cpython-39.pyc(194 B)
        BiFPN.cpython-39.pyc(987 B)
      - BiFPN.py(560 B)
    - modules
      - __init__.py(2.67 KB)
      - __pycache__
        __init__.cpython-39.pyc(2.32 KB)
        block.cpython-39.pyc(60.17 KB)
        conv.cpython-39.pyc(14.79 KB)
        head.cpython-39.pyc(23.99 KB)
        transformer.cpython-39.pyc(16.73 KB)
        utils.cpython-39.pyc(2.84 KB)
      - activation.py(923 B)
      - block.py(51.68 KB)
      - conv.py(12.83 KB)
      - head.py(27.31 KB)
      - transformer.py(17.67 KB)
      - utils.py(3.15 KB)
    - tasks.py(47.89 KB)
  - solutions
    - __init__.py(852 B)
    - ai_gym.py(5.16 KB)
    - analytics.py(11.28 KB)
    - distance_calculation.py(5.43 KB)
    - heatmap.py(5.21 KB)
    - object_counter.py(9.42 KB)
    - parking_management.py(11.68 KB)
    - queue_management.py(4.84 KB)
    - region_counter.py(5.12 KB)
    - security_alarm.py(5.56 KB)
    - solutions.py(7.59 KB)
    - speed_estimation.py(4.85 KB)
    - streamlit_inference.py(9.22 KB)
    - trackzone.py(2.91 KB)
  - trackers
    - __init__.py(255 B)
    - basetrack.py(4.35 KB)
    - bot_sort.py(10.28 KB)
    - byte_tracker.py(20.36 KB)
    - README.md(13.21 KB)
    - track.py(3.81 KB)
    - utils
      - __init__.py(70 B)
      - gmc.py(14.25 KB)
      - kalman_filter.py(20.88 KB)
      - matching.py(6.94 KB)
  - utils
    - __init__.py(48.39 KB)
    - __pycache__
      - __init__.cpython-39.pyc(47.15 KB)
      - autobatch.cpython-39.pyc(4.62 KB)
      - checks.cpython-39.pyc(26.4 KB)
      - dist.cpython-39.pyc(2.47 KB)
      - downloads.cpython-39.pyc(20.03 KB)
      - errors.cpython-39.pyc(1.15 KB)
      - files.cpython-39.pyc(7.71 KB)
      - instance.cpython-39.pyc(15.62 KB)
      - loss.cpython-39.pyc(25.01 KB)
      - metrics.cpython-39.pyc(48.51 KB)
      - ops.cpython-39.pyc(29.21 KB)
      - patches.cpython-39.pyc(3.13 KB)
      - plotting.cpython-39.pyc(51.26 KB)
      - tal.cpython-39.pyc(14.38 KB)
      - torch_utils.cpython-39.pyc(28.86 KB)
    - autobatch.py(4.93 KB)
    - benchmarks.py(25.07 KB)
    - callbacks
      - __init__.py(242 B)
      - __pycache__
        __init__.cpython-39.pyc(276 B)
        base.cpython-39.pyc(5.53 KB)
        clearml.cpython-39.pyc(5.06 KB)
        comet.cpython-39.pyc(11.89 KB)
        dvc.cpython-39.pyc(4.22 KB)
        hub.cpython-39.pyc(3.21 KB)
        mlflow.cpython-39.pyc(5.11 KB)
        neptune.cpython-39.pyc(4.26 KB)
        raytune.cpython-39.pyc(715 B)
        tensorboard.cpython-39.pyc(3.11 KB)
        wb.cpython-39.pyc(6.08 KB)
      - base.py(5.67 KB)
      - clearml.py(5.82 KB)
      - comet.py(14.69 KB)
      - dvc.py(4.95 KB)
      - hub.py(3.88 KB)
      - mlflow.py(5.29 KB)
      - neptune.py(3.75 KB)
      - raytune.py(727 B)
      - tensorboard.py(4.1 KB)
      - wb.py(6.92 KB)
    - checks.py(29.87 KB)
    - dist.py(2.33 KB)
    - downloads.py(21.57 KB)
    - errors.py(844 B)
    - files.py(8.06 KB)
    - instance.py(16.49 KB)
    - loss.py(33.38 KB)
    - metrics.py(52.91 KB)
    - ops.py(32.79 KB)
    - patches.py(3.22 KB)
    - plotting.py(61.51 KB)
    - tal.py(18.06 KB)
    - torch_utils.py(32.38 KB)
    - triton.py(3.98 KB)
    - tuner.py(6.15 KB)
- yolov12_qt.py(10.03 KB)
yolov12_CA
- __pycache__
  - mainwindowui.cpython-39.pyc(4.17 KB)
- mainwindowui.py(8.1 KB)
- PKLot_detect_data
  - images
  - labels
  - pklot.yaml(159 B)
  - README.dataset.txt(297 B)
- train.py(3.23 KB)
- ultralytics
  - __init__.py(709 B)
  - __pycache__
    - __init__.cpython-39.pyc(644 B)
  - assets
    - bus.jpg(134.2 KB)
    - zidane.jpg(49.25 KB)
  - cfg
    - __init__.py(38.67 KB)
    - __pycache__
      - __init__.cpython-39.pyc(33.48 KB)
    - datasets
      - african-wildlife.yaml(930 B)
      - Argoverse.yaml(3.09 KB)
      - brain-tumor.yaml(856 B)
      - carparts-seg.yaml(1.24 KB)
      - coco-pose.yaml(1.6 KB)
      - coco.yaml(2.55 KB)
      - coco128-seg.yaml(1.95 KB)
      - coco128.yaml(1.93 KB)
      - coco8-pose.yaml(1022 B)
      - coco8-seg.yaml(1.88 KB)
      - coco8.yaml(1.86 KB)
      - crack-seg.yaml(852 B)
      - dog-pose.yaml(907 B)
      - dota8.yaml(1.05 KB)
      - DOTAv1.5.yaml(1.2 KB)
      - DOTAv1.yaml(1.17 KB)
      - GlobalWheat2020.yaml(2.04 KB)
      - hand-keypoints.yaml(989 B)
      - ImageNet.yaml(41.54 KB)
      - lvis.yaml(29.02 KB)
      - medical-pills.yaml(848 B)
      - Objects365.yaml(9.13 KB)
      - open-images-v7.yaml(12.23 KB)
      - package-seg.yaml(864 B)
      - signature.yaml(789 B)
      - SKU-110K.yaml(2.46 KB)
      - tiger-pose.yaml(925 B)
      - VisDrone.yaml(3.04 KB)
      - VOC.yaml(3.6 KB)
      - xView.yaml(5.12 KB)
    - default.yaml(8.28 KB)
    - models
      - 11
        yolo11-cls-resnet18.yaml(794 B)
        yolo11-cls.yaml(1.38 KB)
        yolo11-obb.yaml(1.99 KB)
        yolo11-pose.yaml(2.08 KB)
        yolo11-seg.yaml(2 KB)
        yolo11.yaml(1.96 KB)
      - README.md(3.27 KB)
      - rt-detr
        rtdetr-l.yaml(1.99 KB)
        rtdetr-resnet101.yaml(1.64 KB)
        rtdetr-resnet50.yaml(1.64 KB)
        rtdetr-x.yaml(2.2 KB)
      - v10
        yolov10b.yaml(1.47 KB)
        yolov10l.yaml(1.47 KB)
        yolov10m.yaml(1.46 KB)
        yolov10n.yaml(1.46 KB)
        yolov10s.yaml(1.47 KB)
        yolov10x.yaml(1.47 KB)
      - v12
        yolov12.yaml(1.88 KB)
        YOLOv12CA.yaml(2.08 KB)
      - v3
        yolov3-spp.yaml(1.59 KB)
        yolov3-tiny.yaml(1.3 KB)
        yolov3.yaml(1.57 KB)
      - v5
        yolov5-p6.yaml(1.95 KB)
        yolov5.yaml(1.59 KB)
      - v6
        yolov6.yaml(1.76 KB)
      - v8
        yolov8-cls-resnet101.yaml(994 B)
        yolov8-cls-resnet50.yaml(992 B)
        yolov8-cls.yaml(1019 B)
        yolov8-ghost-p2.yaml(2.43 KB)
        yolov8-ghost-p6.yaml(2.5 KB)
        yolov8-ghost.yaml(2.14 KB)
        yolov8-obb.yaml(1.95 KB)
        yolov8-p2.yaml(1.78 KB)
        yolov8-p6.yaml(2.33 KB)
        yolov8-pose-p6.yaml(1.99 KB)
        yolov8-pose.yaml(1.64 KB)
        yolov8-rtdetr.yaml(1.96 KB)
        yolov8-seg-p6.yaml(1.91 KB)
        yolov8-seg.yaml(1.55 KB)
        yolov8-world.yaml(2.08 KB)
        yolov8-worldv2.yaml(2.02 KB)
        yolov8.yaml(1.94 KB)
      - v9
        yolov9c-seg.yaml(1.41 KB)
        yolov9c.yaml(1.39 KB)
        yolov9e-seg.yaml(2.32 KB)
        yolov9e.yaml(2.3 KB)
        yolov9m.yaml(1.38 KB)
        yolov9s.yaml(1.36 KB)
        yolov9t.yaml(1.34 KB)
    - solutions
      - default.yaml(1.63 KB)
    - trackers
      - botsort.yaml(1.05 KB)
      - bytetrack.yaml(886 B)
  - data
    - __init__.py(644 B)
    - __pycache__
      - __init__.cpython-39.pyc(569 B)
      - augment.cpython-39.pyc(108.65 KB)
      - base.cpython-39.pyc(12.73 KB)
      - build.cpython-39.pyc(6.9 KB)
      - converter.cpython-39.pyc(19.59 KB)
      - dataset.cpython-39.pyc(19.14 KB)
      - loaders.cpython-39.pyc(24.91 KB)
      - utils.cpython-39.pyc(29.77 KB)
    - annotator.py(3.07 KB)
    - augment.py(117.89 KB)
    - base.py(14.84 KB)
    - build.py(7.42 KB)
    - converter.py(23.89 KB)
    - dataset.py(22.7 KB)
    - loaders.py(27.87 KB)
    - scripts
      - download_weights.sh(568 B)
      - get_coco.sh(1.69 KB)
      - get_coco128.sh(621 B)
      - get_imagenet.sh(1.63 KB)
    - split_dota.py(10.47 KB)
    - utils.py(33.05 KB)
  - engine
    - __init__.py(70 B)
    - __pycache__
      - __init__.cpython-39.pyc(138 B)
      - exporter.cpython-39.pyc(51.21 KB)
      - model.cpython-39.pyc(48.18 KB)
      - predictor.cpython-39.pyc(14.43 KB)
      - results.cpython-39.pyc(72.79 KB)
      - trainer.cpython-39.pyc(27.09 KB)
      - validator.cpython-39.pyc(13.04 KB)
    - exporter.py(67.53 KB)
    - model.py(52.04 KB)
    - predictor.py(17.32 KB)
    - results.py(73.35 KB)
    - trainer.py(36.56 KB)
    - tuner.py(11.7 KB)
    - validator.py(14.55 KB)
  - hub
    - __init__.py(5.53 KB)
    - __pycache__
      - __init__.cpython-39.pyc(5.3 KB)
      - auth.cpython-39.pyc(4.33 KB)
      - session.cpython-39.pyc(12.38 KB)
      - utils.cpython-39.pyc(8.25 KB)
    - auth.py(5.44 KB)
    - google
      - __init__.py(7.36 KB)
    - session.py(16.05 KB)
    - utils.py(9.5 KB)
  - models
    - __init__.py(293 B)
    - __pycache__
      - __init__.cpython-39.pyc(376 B)
    - fastsam
      - __init__.py(231 B)
      - __pycache__
        __init__.cpython-39.pyc(307 B)
        model.cpython-39.pyc(2.34 KB)
        predict.cpython-39.pyc(6.36 KB)
        utils.cpython-39.pyc(780 B)
        val.cpython-39.pyc(2.12 KB)
      - model.py(1.99 KB)
      - predict.py(7.34 KB)
      - utils.py(742 B)
      - val.py(1.95 KB)
    - nas
      - __init__.py(207 B)
      - __pycache__
        __init__.cpython-39.pyc(291 B)
        model.cpython-39.pyc(3.56 KB)
        predict.cpython-39.pyc(2.12 KB)
        val.cpython-39.pyc(1.86 KB)
      - model.py(3.19 KB)
      - predict.py(2.07 KB)
      - val.py(1.68 KB)
    - rtdetr
      - __init__.py(225 B)
      - __pycache__
        __init__.cpython-39.pyc(303 B)
        model.cpython-39.pyc(2.28 KB)
        predict.cpython-39.pyc(3.63 KB)
        train.cpython-39.pyc(3.98 KB)
        val.cpython-39.pyc(5.04 KB)
      - model.py(1.97 KB)
      - predict.py(3.51 KB)
      - train.py(3.78 KB)
      - val.py(5.46 KB)
    - sam
      - __init__.py(246 B)
      - __pycache__
        __init__.cpython-39.pyc(306 B)
        amg.cpython-39.pyc(8.23 KB)
        build.cpython-39.pyc(9.87 KB)
        model.cpython-39.pyc(7.68 KB)
        predict.cpython-39.pyc(59.42 KB)
      - amg.py(8.53 KB)
      - build.py(12.22 KB)
      - model.py(7.24 KB)
      - modules
        __init__.py(70 B)
        __pycache__
        __init__.cpython-39.pyc(150 B)
        blocks.cpython-39.pyc(42.17 KB)
        decoders.cpython-39.pyc(19.38 KB)
        encoders.cpython-39.pyc(29.49 KB)
        memory_attention.cpython-39.pyc(8.21 KB)
        sam.cpython-39.pyc(28.62 KB)
        tiny_encoder.cpython-39.pyc(36.64 KB)
        transformer.cpython-39.pyc(14 KB)
        utils.cpython-39.pyc(11.53 KB)
        blocks.py(44.86 KB)
        decoders.py(25.25 KB)
        encoders.py(34.04 KB)
        memory_attention.py(9.52 KB)
        sam.py(51.51 KB)
        tiny_encoder.py(40.4 KB)
        transformer.py(15.73 KB)
        utils.py(12.05 KB)
      - predict.py(80.53 KB)
    - utils
      - __init__.py(70 B)
      - loss.py(15.46 KB)
      - ops.py(12.94 KB)
    - yolo
      - __init__.py(275 B)
      - __pycache__
        __init__.cpython-39.pyc(395 B)
        model.cpython-39.pyc(3.51 KB)
      - classify
        __init__.py(383 B)
        __pycache__
        __init__.cpython-39.pyc(440 B)
        predict.cpython-39.pyc(3.08 KB)
        train.cpython-39.pyc(6.43 KB)
        val.cpython-39.pyc(5.59 KB)
        predict.py(2.48 KB)
        train.py(6.15 KB)
        val.py(4.98 KB)
      - detect
        __init__.py(257 B)
        __pycache__
        __init__.cpython-39.pyc(324 B)
        predict.cpython-39.pyc(1.56 KB)
        train.cpython-39.pyc(7.13 KB)
        val.cpython-39.pyc(13.17 KB)
        predict.py(1.46 KB)
        train.py(6.58 KB)
        val.py(14.74 KB)
      - model.py(4.16 KB)
      - obb
        __init__.py(221 B)
        __pycache__
        __init__.cpython-39.pyc(303 B)
        predict.cpython-39.pyc(2.13 KB)
        train.cpython-39.pyc(1.86 KB)
        val.cpython-39.pyc(8.92 KB)
        predict.py(2.02 KB)
        train.py(1.51 KB)
        val.py(9.15 KB)
      - pose
        __init__.py(227 B)
        __pycache__
        __init__.cpython-39.pyc(307 B)
        predict.cpython-39.pyc(2.37 KB)
        train.cpython-39.pyc(3.21 KB)
        val.cpython-39.pyc(10.95 KB)
        predict.py(2.34 KB)
        train.py(2.88 KB)
        val.py(12.12 KB)
      - segment
        __init__.py(275 B)
        __pycache__
        __init__.cpython-39.pyc(334 B)
        predict.cpython-39.pyc(2.42 KB)
        train.cpython-39.pyc(2.7 KB)
        val.cpython-39.pyc(12.12 KB)
        predict.py(2.44 KB)
        train.py(2.27 KB)
        val.py(13.75 KB)
      - world
        __init__.py(131 B)
        __pycache__
        __init__.cpython-39.pyc(213 B)
        train.cpython-39.pyc(3.72 KB)
        train.py(3.63 KB)
        train_world.py(4.77 KB)
  - nn
    - __init__.py(615 B)
    - __pycache__
      - __init__.cpython-39.pyc(522 B)
      - autobackend.cpython-39.pyc(23.17 KB)
      - tasks.cpython-39.pyc(43.27 KB)
    - autobackend.py(34.71 KB)
    - Extramodule
      - __init__.py(17 B)
      - __pycache__
        __init__.cpython-39.pyc(188 B)
        CA.cpython-39.pyc(2.27 KB)
      - CA.py(1.64 KB)
    - modules
      - __init__.py(2.67 KB)
      - __pycache__
        __init__.cpython-39.pyc(2.32 KB)
        block.cpython-39.pyc(60.17 KB)
        conv.cpython-39.pyc(14.79 KB)
        head.cpython-39.pyc(23.99 KB)
        transformer.cpython-39.pyc(16.73 KB)
        utils.cpython-39.pyc(2.84 KB)
      - activation.py(923 B)
      - block.py(51.68 KB)
      - conv.py(12.83 KB)
      - head.py(27.31 KB)
      - transformer.py(17.67 KB)
      - utils.py(3.15 KB)
    - tasks.py(47.94 KB)
  - solutions
    - __init__.py(852 B)
    - ai_gym.py(5.16 KB)
    - analytics.py(11.28 KB)
    - distance_calculation.py(5.43 KB)
    - heatmap.py(5.21 KB)
    - object_counter.py(9.42 KB)
    - parking_management.py(11.68 KB)
    - queue_management.py(4.84 KB)
    - region_counter.py(5.12 KB)
    - security_alarm.py(5.56 KB)
    - solutions.py(7.59 KB)
    - speed_estimation.py(4.85 KB)
    - streamlit_inference.py(9.22 KB)
    - trackzone.py(2.91 KB)
  - trackers
    - __init__.py(255 B)
    - basetrack.py(4.35 KB)
    - bot_sort.py(10.28 KB)
    - byte_tracker.py(20.36 KB)
    - README.md(13.21 KB)
    - track.py(3.81 KB)
    - utils
      - __init__.py(70 B)
      - gmc.py(14.25 KB)
      - kalman_filter.py(20.88 KB)
      - matching.py(6.94 KB)
  - utils
    - __init__.py(48.39 KB)
    - __pycache__
      - __init__.cpython-39.pyc(47.15 KB)
      - autobatch.cpython-39.pyc(4.62 KB)
      - checks.cpython-39.pyc(26.4 KB)
      - dist.cpython-39.pyc(2.47 KB)
      - downloads.cpython-39.pyc(20.03 KB)
      - errors.cpython-39.pyc(1.15 KB)
      - files.cpython-39.pyc(7.71 KB)
      - instance.cpython-39.pyc(15.62 KB)
      - loss.cpython-39.pyc(25.01 KB)
      - metrics.cpython-39.pyc(48.51 KB)
      - ops.cpython-39.pyc(29.21 KB)
      - patches.cpython-39.pyc(3.13 KB)
      - plotting.cpython-39.pyc(51.26 KB)
      - tal.cpython-39.pyc(14.38 KB)
      - torch_utils.cpython-39.pyc(28.86 KB)
    - autobatch.py(4.93 KB)
    - benchmarks.py(25.07 KB)
    - callbacks
      - __init__.py(242 B)
      - __pycache__
        __init__.cpython-39.pyc(276 B)
        base.cpython-39.pyc(5.53 KB)
        clearml.cpython-39.pyc(5.06 KB)
        comet.cpython-39.pyc(11.89 KB)
        dvc.cpython-39.pyc(4.22 KB)
        hub.cpython-39.pyc(3.21 KB)
        mlflow.cpython-39.pyc(5.11 KB)
        neptune.cpython-39.pyc(4.26 KB)
        raytune.cpython-39.pyc(715 B)
        tensorboard.cpython-39.pyc(3.11 KB)
        wb.cpython-39.pyc(6.08 KB)
      - base.py(5.67 KB)
      - clearml.py(5.82 KB)
      - comet.py(14.69 KB)
      - dvc.py(4.95 KB)
      - hub.py(3.88 KB)
      - mlflow.py(5.29 KB)
      - neptune.py(3.75 KB)
      - raytune.py(727 B)
      - tensorboard.py(4.1 KB)
      - wb.py(6.92 KB)
    - checks.py(29.87 KB)
    - dist.py(2.33 KB)
    - downloads.py(21.57 KB)
    - errors.py(844 B)
    - files.py(8.06 KB)
    - instance.py(16.49 KB)
    - loss.py(33.38 KB)
    - metrics.py(52.91 KB)
    - ops.py(32.79 KB)
    - patches.py(3.22 KB)
    - plotting.py(61.51 KB)
    - tal.py(18.06 KB)
    - torch_utils.py(32.38 KB)
    - triton.py(3.98 KB)
    - tuner.py(6.15 KB)
- yolov12_qt.py(10.04 KB)
yolov12_CA_BiFPN
- __pycache__
  - mainwindowui.cpython-39.pyc(4.17 KB)
- mainwindowui.py(8.1 KB)
- PKLot_detect_data
  - images
  - labels
  - pklot.yaml(159 B)
  - README.dataset.txt(297 B)
- train.py(3.28 KB)
- ultralytics
  - __init__.py(709 B)
  - __pycache__
    - __init__.cpython-39.pyc(644 B)
  - assets
    - bus.jpg(134.2 KB)
    - zidane.jpg(49.25 KB)
  - cfg
    - __init__.py(38.67 KB)
    - __pycache__
      - __init__.cpython-39.pyc(33.48 KB)
    - datasets
      - african-wildlife.yaml(930 B)
      - Argoverse.yaml(3.09 KB)
      - brain-tumor.yaml(856 B)
      - carparts-seg.yaml(1.24 KB)
      - coco-pose.yaml(1.6 KB)
      - coco.yaml(2.55 KB)
      - coco128-seg.yaml(1.95 KB)
      - coco128.yaml(1.93 KB)
      - coco8-pose.yaml(1022 B)
      - coco8-seg.yaml(1.88 KB)
      - coco8.yaml(1.86 KB)
      - crack-seg.yaml(852 B)
      - dog-pose.yaml(907 B)
      - dota8.yaml(1.05 KB)
      - DOTAv1.5.yaml(1.2 KB)
      - DOTAv1.yaml(1.17 KB)
      - GlobalWheat2020.yaml(2.04 KB)
      - hand-keypoints.yaml(989 B)
      - ImageNet.yaml(41.54 KB)
      - lvis.yaml(29.02 KB)
      - medical-pills.yaml(848 B)
      - Objects365.yaml(9.13 KB)
      - open-images-v7.yaml(12.23 KB)
      - package-seg.yaml(864 B)
      - signature.yaml(789 B)
      - SKU-110K.yaml(2.46 KB)
      - tiger-pose.yaml(925 B)
      - VisDrone.yaml(3.04 KB)
      - VOC.yaml(3.6 KB)
      - xView.yaml(5.12 KB)
    - default.yaml(8.28 KB)
    - models
      - 11
        yolo11-cls-resnet18.yaml(794 B)
        yolo11-cls.yaml(1.38 KB)
        yolo11-obb.yaml(1.99 KB)
        yolo11-pose.yaml(2.08 KB)
        yolo11-seg.yaml(2 KB)
        yolo11.yaml(1.96 KB)
      - README.md(3.27 KB)
      - rt-detr
        rtdetr-l.yaml(1.99 KB)
        rtdetr-resnet101.yaml(1.64 KB)
        rtdetr-resnet50.yaml(1.64 KB)
        rtdetr-x.yaml(2.2 KB)
      - v10
        yolov10b.yaml(1.47 KB)
        yolov10l.yaml(1.47 KB)
        yolov10m.yaml(1.46 KB)
        yolov10n.yaml(1.46 KB)
        yolov10s.yaml(1.47 KB)
        yolov10x.yaml(1.47 KB)
      - v12
        yolov12.yaml(1.88 KB)
        YOLOv12CA_BiFPN.yaml(2.1 KB)
      - v3
        yolov3-spp.yaml(1.59 KB)
        yolov3-tiny.yaml(1.3 KB)
        yolov3.yaml(1.57 KB)
      - v5
        yolov5-p6.yaml(1.95 KB)
        yolov5.yaml(1.59 KB)
      - v6
        yolov6.yaml(1.76 KB)
      - v8
        yolov8-cls-resnet101.yaml(994 B)
        yolov8-cls-resnet50.yaml(992 B)
        yolov8-cls.yaml(1019 B)
        yolov8-ghost-p2.yaml(2.43 KB)
        yolov8-ghost-p6.yaml(2.5 KB)
        yolov8-ghost.yaml(2.14 KB)
        yolov8-obb.yaml(1.95 KB)
        yolov8-p2.yaml(1.78 KB)
        yolov8-p6.yaml(2.33 KB)
        yolov8-pose-p6.yaml(1.99 KB)
        yolov8-pose.yaml(1.64 KB)
        yolov8-rtdetr.yaml(1.96 KB)
        yolov8-seg-p6.yaml(1.91 KB)
        yolov8-seg.yaml(1.55 KB)
        yolov8-world.yaml(2.08 KB)
        yolov8-worldv2.yaml(2.02 KB)
        yolov8.yaml(1.94 KB)
      - v9
        yolov9c-seg.yaml(1.41 KB)
        yolov9c.yaml(1.39 KB)
        yolov9e-seg.yaml(2.32 KB)
        yolov9e.yaml(2.3 KB)
        yolov9m.yaml(1.38 KB)
        yolov9s.yaml(1.36 KB)
        yolov9t.yaml(1.34 KB)
    - solutions
      - default.yaml(1.63 KB)
    - trackers
      - botsort.yaml(1.05 KB)
      - bytetrack.yaml(886 B)
  - data
    - __init__.py(644 B)
    - __pycache__
      - __init__.cpython-39.pyc(569 B)
      - augment.cpython-39.pyc(108.65 KB)
      - base.cpython-39.pyc(12.73 KB)
      - build.cpython-39.pyc(6.9 KB)
      - converter.cpython-39.pyc(19.59 KB)
      - dataset.cpython-39.pyc(19.14 KB)
      - loaders.cpython-39.pyc(24.91 KB)
      - utils.cpython-39.pyc(29.77 KB)
    - annotator.py(3.07 KB)
    - augment.py(117.89 KB)
    - base.py(14.84 KB)
    - build.py(7.42 KB)
    - converter.py(23.89 KB)
    - dataset.py(22.7 KB)
    - loaders.py(27.87 KB)
    - scripts
      - download_weights.sh(568 B)
      - get_coco.sh(1.69 KB)
      - get_coco128.sh(621 B)
      - get_imagenet.sh(1.63 KB)
    - split_dota.py(10.47 KB)
    - utils.py(33.05 KB)
  - engine
    - __init__.py(70 B)
    - __pycache__
      - __init__.cpython-39.pyc(138 B)
      - exporter.cpython-39.pyc(51.21 KB)
      - model.cpython-39.pyc(48.18 KB)
      - predictor.cpython-39.pyc(14.43 KB)
      - results.cpython-39.pyc(72.79 KB)
      - trainer.cpython-39.pyc(27.09 KB)
      - validator.cpython-39.pyc(13.04 KB)
    - exporter.py(67.53 KB)
    - model.py(52.04 KB)
    - predictor.py(17.32 KB)
    - results.py(73.35 KB)
    - trainer.py(36.56 KB)
    - tuner.py(11.7 KB)
    - validator.py(14.55 KB)
  - hub
    - __init__.py(5.53 KB)
    - __pycache__
      - __init__.cpython-39.pyc(5.3 KB)
      - auth.cpython-39.pyc(4.33 KB)
      - session.cpython-39.pyc(12.38 KB)
      - utils.cpython-39.pyc(8.25 KB)
    - auth.py(5.44 KB)
    - google
      - __init__.py(7.36 KB)
    - session.py(16.05 KB)
    - utils.py(9.5 KB)
  - models
    - __init__.py(293 B)
    - __pycache__
      - __init__.cpython-39.pyc(376 B)
    - fastsam
      - __init__.py(231 B)
      - __pycache__
        __init__.cpython-39.pyc(307 B)
        model.cpython-39.pyc(2.34 KB)
        predict.cpython-39.pyc(6.36 KB)
        utils.cpython-39.pyc(780 B)
        val.cpython-39.pyc(2.12 KB)
      - model.py(1.99 KB)
      - predict.py(7.34 KB)
      - utils.py(742 B)
      - val.py(1.95 KB)
    - nas
      - __init__.py(207 B)
      - __pycache__
        __init__.cpython-39.pyc(291 B)
        model.cpython-39.pyc(3.56 KB)
        predict.cpython-39.pyc(2.12 KB)
        val.cpython-39.pyc(1.86 KB)
      - model.py(3.19 KB)
      - predict.py(2.07 KB)
      - val.py(1.68 KB)
    - rtdetr
      - __init__.py(225 B)
      - __pycache__
        __init__.cpython-39.pyc(303 B)
        model.cpython-39.pyc(2.28 KB)
        predict.cpython-39.pyc(3.63 KB)
        train.cpython-39.pyc(3.98 KB)
        val.cpython-39.pyc(5.04 KB)
      - model.py(1.97 KB)
      - predict.py(3.51 KB)
      - train.py(3.78 KB)
      - val.py(5.46 KB)
    - sam
      - __init__.py(246 B)
      - __pycache__
        __init__.cpython-39.pyc(306 B)
        amg.cpython-39.pyc(8.23 KB)
        build.cpython-39.pyc(9.87 KB)
        model.cpython-39.pyc(7.68 KB)
        predict.cpython-39.pyc(59.42 KB)
      - amg.py(8.53 KB)
      - build.py(12.22 KB)
      - model.py(7.24 KB)
      - modules
        __init__.py(70 B)
        __pycache__
        __init__.cpython-39.pyc(150 B)
        blocks.cpython-39.pyc(42.17 KB)
        decoders.cpython-39.pyc(19.38 KB)
        encoders.cpython-39.pyc(29.49 KB)
        memory_attention.cpython-39.pyc(8.21 KB)
        sam.cpython-39.pyc(28.62 KB)
        tiny_encoder.cpython-39.pyc(36.64 KB)
        transformer.cpython-39.pyc(14 KB)
        utils.cpython-39.pyc(11.53 KB)
        blocks.py(44.86 KB)
        decoders.py(25.25 KB)
        encoders.py(34.04 KB)
        memory_attention.py(9.52 KB)
        sam.py(51.51 KB)
        tiny_encoder.py(40.4 KB)
        transformer.py(15.73 KB)
        utils.py(12.05 KB)
      - predict.py(80.53 KB)
    - utils
      - __init__.py(70 B)
      - loss.py(15.46 KB)
      - ops.py(12.94 KB)
    - yolo
      - __init__.py(275 B)
      - __pycache__
        __init__.cpython-39.pyc(395 B)
        model.cpython-39.pyc(3.51 KB)
      - classify
        __init__.py(383 B)
        __pycache__
        __init__.cpython-39.pyc(440 B)
        predict.cpython-39.pyc(3.08 KB)
        train.cpython-39.pyc(6.43 KB)
        val.cpython-39.pyc(5.59 KB)
        predict.py(2.48 KB)
        train.py(6.15 KB)
        val.py(4.98 KB)
      - detect
        __init__.py(257 B)
        __pycache__
        __init__.cpython-39.pyc(324 B)
        predict.cpython-39.pyc(1.56 KB)
        train.cpython-39.pyc(7.13 KB)
        val.cpython-39.pyc(13.17 KB)
        predict.py(1.46 KB)
        train.py(6.58 KB)
        val.py(14.74 KB)
      - model.py(4.16 KB)
      - obb
        __init__.py(221 B)
        __pycache__
        __init__.cpython-39.pyc(303 B)
        predict.cpython-39.pyc(2.13 KB)
        train.cpython-39.pyc(1.86 KB)
        val.cpython-39.pyc(8.92 KB)
        predict.py(2.02 KB)
        train.py(1.51 KB)
        val.py(9.15 KB)
      - pose
        __init__.py(227 B)
        __pycache__
        __init__.cpython-39.pyc(307 B)
        predict.cpython-39.pyc(2.37 KB)
        train.cpython-39.pyc(3.21 KB)
        val.cpython-39.pyc(10.95 KB)
        predict.py(2.34 KB)
        train.py(2.88 KB)
        val.py(12.12 KB)
      - segment
        __init__.py(275 B)
        __pycache__
        __init__.cpython-39.pyc(334 B)
        predict.cpython-39.pyc(2.42 KB)
        train.cpython-39.pyc(2.7 KB)
        val.cpython-39.pyc(12.12 KB)
        predict.py(2.44 KB)
        train.py(2.27 KB)
        val.py(13.75 KB)
      - world
        __init__.py(131 B)
        __pycache__
        __init__.cpython-39.pyc(213 B)
        train.cpython-39.pyc(3.72 KB)
        train.py(3.63 KB)
        train_world.py(4.77 KB)
  - nn
    - __init__.py(615 B)
    - __pycache__
      - __init__.cpython-39.pyc(522 B)
      - autobackend.cpython-39.pyc(23.17 KB)
      - tasks.cpython-39.pyc(43.28 KB)
    - autobackend.py(34.71 KB)
    - Extramodule
      - __init__.py(39 B)
      - __pycache__
        __init__.cpython-39.pyc(214 B)
        BiFPN.cpython-39.pyc(993 B)
        CA.cpython-39.pyc(2.28 KB)
      - BiFPN.py(560 B)
      - CA.py(1.64 KB)
    - modules
      - __init__.py(2.67 KB)
      - __pycache__
        __init__.cpython-39.pyc(2.32 KB)
        block.cpython-39.pyc(60.17 KB)
        conv.cpython-39.pyc(14.79 KB)
        head.cpython-39.pyc(23.99 KB)
        transformer.cpython-39.pyc(16.73 KB)
        utils.cpython-39.pyc(2.84 KB)
      - activation.py(923 B)
      - block.py(51.68 KB)
      - conv.py(12.83 KB)
      - head.py(27.31 KB)
      - transformer.py(17.67 KB)
      - utils.py(3.15 KB)
    - tasks.py(48.1 KB)
  - solutions
    - __init__.py(852 B)
    - ai_gym.py(5.16 KB)
    - analytics.py(11.28 KB)
    - distance_calculation.py(5.43 KB)
    - heatmap.py(5.21 KB)
    - object_counter.py(9.42 KB)
    - parking_management.py(11.68 KB)
    - queue_management.py(4.84 KB)
    - region_counter.py(5.12 KB)
    - security_alarm.py(5.56 KB)
    - solutions.py(7.59 KB)
    - speed_estimation.py(4.85 KB)
    - streamlit_inference.py(9.22 KB)
    - trackzone.py(2.91 KB)
  - trackers
    - __init__.py(255 B)
    - basetrack.py(4.35 KB)
    - bot_sort.py(10.28 KB)
    - byte_tracker.py(20.36 KB)
    - README.md(13.21 KB)
    - track.py(3.81 KB)
    - utils
      - __init__.py(70 B)
      - gmc.py(14.25 KB)
      - kalman_filter.py(20.88 KB)
      - matching.py(6.94 KB)
  - utils
    - __init__.py(48.39 KB)
    - __pycache__
      - __init__.cpython-39.pyc(47.15 KB)
      - autobatch.cpython-39.pyc(4.62 KB)
      - checks.cpython-39.pyc(26.4 KB)
      - dist.cpython-39.pyc(2.47 KB)
      - downloads.cpython-39.pyc(20.03 KB)
      - errors.cpython-39.pyc(1.15 KB)
      - files.cpython-39.pyc(7.71 KB)
      - instance.cpython-39.pyc(15.62 KB)
      - loss.cpython-39.pyc(25.01 KB)
      - metrics.cpython-39.pyc(48.51 KB)
      - ops.cpython-39.pyc(29.21 KB)
      - patches.cpython-39.pyc(3.13 KB)
      - plotting.cpython-39.pyc(51.26 KB)
      - tal.cpython-39.pyc(14.38 KB)
      - torch_utils.cpython-39.pyc(28.86 KB)
    - autobatch.py(4.93 KB)
    - benchmarks.py(25.07 KB)
    - callbacks
      - __init__.py(242 B)
      - __pycache__
        __init__.cpython-39.pyc(276 B)
        base.cpython-39.pyc(5.53 KB)
        clearml.cpython-39.pyc(5.06 KB)
        comet.cpython-39.pyc(11.89 KB)
        dvc.cpython-39.pyc(4.22 KB)
        hub.cpython-39.pyc(3.21 KB)
        mlflow.cpython-39.pyc(5.11 KB)
        neptune.cpython-39.pyc(4.26 KB)
        raytune.cpython-39.pyc(715 B)
        tensorboard.cpython-39.pyc(3.11 KB)
        wb.cpython-39.pyc(6.08 KB)
      - base.py(5.67 KB)
      - clearml.py(5.82 KB)
      - comet.py(14.69 KB)
      - dvc.py(4.95 KB)
      - hub.py(3.88 KB)
      - mlflow.py(5.29 KB)
      - neptune.py(3.75 KB)
      - raytune.py(727 B)
      - tensorboard.py(4.1 KB)
      - wb.py(6.92 KB)
    - checks.py(29.87 KB)
    - dist.py(2.33 KB)
    - downloads.py(21.57 KB)
    - errors.py(844 B)
    - files.py(8.06 KB)
    - instance.py(16.49 KB)
    - loss.py(33.38 KB)
    - metrics.py(52.91 KB)
    - ops.py(32.79 KB)
    - patches.py(3.22 KB)
    - plotting.py(61.51 KB)
    - tal.py(18.06 KB)
    - torch_utils.py(32.38 KB)
    - triton.py(3.98 KB)
    - tuner.py(6.15 KB)
- yolov12_qt.py(10.04 KB)
yolov12_origin
- __pycache__
  - login_ui.cpython-39.pyc(1.69 KB)
  - mainwindowui.cpython-39.pyc(4.17 KB)
- login_ui.py(2.24 KB)
- mainwindowui.py(8.1 KB)
- PKLot_detect_data
  - images
  - labels
  - pklot.yaml(163 B)
  - README.dataset.txt(297 B)
- train.py(3.23 KB)
- ultralytics
  - __init__.py(709 B)
  - __pycache__
    - __init__.cpython-39.pyc(644 B)
  - assets
    - bus.jpg(134.2 KB)
    - zidane.jpg(49.25 KB)
  - cfg
    - __init__.py(38.67 KB)
    - __pycache__
      - __init__.cpython-39.pyc(33.48 KB)
    - datasets
      - african-wildlife.yaml(930 B)
      - Argoverse.yaml(3.09 KB)
      - brain-tumor.yaml(856 B)
      - carparts-seg.yaml(1.24 KB)
      - coco-pose.yaml(1.6 KB)
      - coco.yaml(2.55 KB)
      - coco128-seg.yaml(1.95 KB)
      - coco128.yaml(1.93 KB)
      - coco8-pose.yaml(1022 B)
      - coco8-seg.yaml(1.88 KB)
      - coco8.yaml(1.86 KB)
      - crack-seg.yaml(852 B)
      - dog-pose.yaml(907 B)
      - dota8.yaml(1.05 KB)
      - DOTAv1.5.yaml(1.2 KB)
      - DOTAv1.yaml(1.17 KB)
      - GlobalWheat2020.yaml(2.04 KB)
      - hand-keypoints.yaml(989 B)
      - ImageNet.yaml(41.54 KB)
      - lvis.yaml(29.02 KB)
      - medical-pills.yaml(848 B)
      - Objects365.yaml(9.13 KB)
      - open-images-v7.yaml(12.23 KB)
      - package-seg.yaml(864 B)
      - signature.yaml(789 B)
      - SKU-110K.yaml(2.46 KB)
      - tiger-pose.yaml(925 B)
      - VisDrone.yaml(3.04 KB)
      - VOC.yaml(3.6 KB)
      - xView.yaml(5.12 KB)
    - default.yaml(8.28 KB)
    - models
      - 11
        yolo11-cls-resnet18.yaml(794 B)
        yolo11-cls.yaml(1.38 KB)
        yolo11-obb.yaml(1.99 KB)
        yolo11-pose.yaml(2.08 KB)
        yolo11-seg.yaml(2 KB)
        yolo11.yaml(1.96 KB)
      - README.md(3.27 KB)
      - rt-detr
        rtdetr-l.yaml(1.99 KB)
        rtdetr-resnet101.yaml(1.64 KB)
        rtdetr-resnet50.yaml(1.64 KB)
        rtdetr-x.yaml(2.2 KB)
      - v10
        yolov10b.yaml(1.47 KB)
        yolov10l.yaml(1.47 KB)
        yolov10m.yaml(1.46 KB)
        yolov10n.yaml(1.46 KB)
        yolov10s.yaml(1.47 KB)
        yolov10x.yaml(1.47 KB)
      - v12
        yolov12.yaml(1.98 KB)
      - v3
        yolov3-spp.yaml(1.59 KB)
        yolov3-tiny.yaml(1.3 KB)
        yolov3.yaml(1.57 KB)
      - v5
        yolov5-p6.yaml(1.95 KB)
        yolov5.yaml(1.59 KB)
      - v6
        yolov6.yaml(1.76 KB)
      - v8
        yolov8-cls-resnet101.yaml(994 B)
        yolov8-cls-resnet50.yaml(992 B)
        yolov8-cls.yaml(1019 B)
        yolov8-ghost-p2.yaml(2.43 KB)
        yolov8-ghost-p6.yaml(2.5 KB)
        yolov8-ghost.yaml(2.14 KB)
        yolov8-obb.yaml(1.95 KB)
        yolov8-p2.yaml(1.78 KB)
        yolov8-p6.yaml(2.33 KB)
        yolov8-pose-p6.yaml(1.99 KB)
        yolov8-pose.yaml(1.64 KB)
        yolov8-rtdetr.yaml(1.96 KB)
        yolov8-seg-p6.yaml(1.91 KB)
        yolov8-seg.yaml(1.55 KB)
        yolov8-world.yaml(2.08 KB)
        yolov8-worldv2.yaml(2.02 KB)
        yolov8.yaml(1.94 KB)
      - v9
        yolov9c-seg.yaml(1.41 KB)
        yolov9c.yaml(1.39 KB)
        yolov9e-seg.yaml(2.32 KB)
        yolov9e.yaml(2.3 KB)
        yolov9m.yaml(1.38 KB)
        yolov9s.yaml(1.36 KB)
        yolov9t.yaml(1.34 KB)
    - solutions
      - default.yaml(1.63 KB)
    - trackers
      - botsort.yaml(1.05 KB)
      - bytetrack.yaml(886 B)
  - data
    - __init__.py(644 B)
    - __pycache__
      - __init__.cpython-39.pyc(569 B)
      - augment.cpython-39.pyc(108.65 KB)
      - base.cpython-39.pyc(12.73 KB)
      - build.cpython-39.pyc(6.9 KB)
      - converter.cpython-39.pyc(19.59 KB)
      - dataset.cpython-39.pyc(19.14 KB)
      - loaders.cpython-39.pyc(24.91 KB)
      - utils.cpython-39.pyc(29.77 KB)
    - annotator.py(3.07 KB)
    - augment.py(117.89 KB)
    - base.py(14.84 KB)
    - build.py(7.42 KB)
    - converter.py(23.89 KB)
    - dataset.py(22.7 KB)
    - loaders.py(27.87 KB)
    - scripts
      - download_weights.sh(568 B)
      - get_coco.sh(1.69 KB)
      - get_coco128.sh(621 B)
      - get_imagenet.sh(1.63 KB)
    - split_dota.py(10.47 KB)
    - utils.py(33.05 KB)
  - engine
    - __init__.py(70 B)
    - __pycache__
      - __init__.cpython-39.pyc(138 B)
      - exporter.cpython-39.pyc(51.21 KB)
      - model.cpython-39.pyc(48.18 KB)
      - predictor.cpython-39.pyc(14.43 KB)
      - results.cpython-39.pyc(72.79 KB)
      - trainer.cpython-39.pyc(27.09 KB)
      - validator.cpython-39.pyc(13.04 KB)
    - exporter.py(67.53 KB)
    - model.py(52.04 KB)
    - predictor.py(17.32 KB)
    - results.py(73.35 KB)
    - trainer.py(36.56 KB)
    - tuner.py(11.7 KB)
    - validator.py(14.55 KB)
  - hub
    - __init__.py(5.53 KB)
    - __pycache__
      - __init__.cpython-39.pyc(5.3 KB)
      - auth.cpython-39.pyc(4.33 KB)
      - session.cpython-39.pyc(12.38 KB)
      - utils.cpython-39.pyc(8.25 KB)
    - auth.py(5.44 KB)
    - google
      - __init__.py(7.36 KB)
    - session.py(16.05 KB)
    - utils.py(9.5 KB)
  - models
    - __init__.py(293 B)
    - __pycache__
      - __init__.cpython-39.pyc(376 B)
    - fastsam
      - __init__.py(231 B)
      - __pycache__
        __init__.cpython-39.pyc(307 B)
        model.cpython-39.pyc(2.34 KB)
        predict.cpython-39.pyc(6.36 KB)
        utils.cpython-39.pyc(780 B)
        val.cpython-39.pyc(2.12 KB)
      - model.py(1.99 KB)
      - predict.py(7.34 KB)
      - utils.py(742 B)
      - val.py(1.95 KB)
    - nas
      - __init__.py(207 B)
      - __pycache__
        __init__.cpython-39.pyc(291 B)
        model.cpython-39.pyc(3.56 KB)
        predict.cpython-39.pyc(2.12 KB)
        val.cpython-39.pyc(1.86 KB)
      - model.py(3.19 KB)
      - predict.py(2.07 KB)
      - val.py(1.68 KB)
    - rtdetr
      - __init__.py(225 B)
      - __pycache__
        __init__.cpython-39.pyc(303 B)
        model.cpython-39.pyc(2.28 KB)
        predict.cpython-39.pyc(3.63 KB)
        train.cpython-39.pyc(3.98 KB)
        val.cpython-39.pyc(5.04 KB)
      - model.py(1.97 KB)
      - predict.py(3.51 KB)
      - train.py(3.78 KB)
      - val.py(5.46 KB)
    - sam
      - __init__.py(246 B)
      - __pycache__
        __init__.cpython-39.pyc(306 B)
        amg.cpython-39.pyc(8.23 KB)
        build.cpython-39.pyc(9.87 KB)
        model.cpython-39.pyc(7.68 KB)
        predict.cpython-39.pyc(59.42 KB)
      - amg.py(8.53 KB)
      - build.py(12.22 KB)
      - model.py(7.24 KB)
      - modules
        __init__.py(70 B)
        __pycache__
        __init__.cpython-39.pyc(150 B)
        blocks.cpython-39.pyc(42.17 KB)
        decoders.cpython-39.pyc(19.38 KB)
        encoders.cpython-39.pyc(29.49 KB)
        memory_attention.cpython-39.pyc(8.21 KB)
        sam.cpython-39.pyc(28.62 KB)
        tiny_encoder.cpython-39.pyc(36.64 KB)
        transformer.cpython-39.pyc(14 KB)
        utils.cpython-39.pyc(11.53 KB)
        blocks.py(44.86 KB)
        decoders.py(25.25 KB)
        encoders.py(34.04 KB)
        memory_attention.py(9.52 KB)
        sam.py(51.51 KB)
        tiny_encoder.py(40.4 KB)
        transformer.py(15.73 KB)
        utils.py(12.05 KB)
      - predict.py(80.53 KB)
    - utils
      - __init__.py(70 B)
      - loss.py(15.46 KB)
      - ops.py(12.94 KB)
    - yolo
      - __init__.py(275 B)
      - __pycache__
        __init__.cpython-39.pyc(395 B)
        model.cpython-39.pyc(3.51 KB)
      - classify
        __init__.py(383 B)
        __pycache__
        __init__.cpython-39.pyc(440 B)
        predict.cpython-39.pyc(3.08 KB)
        train.cpython-39.pyc(6.43 KB)
        val.cpython-39.pyc(5.59 KB)
        predict.py(2.48 KB)
        train.py(6.15 KB)
        val.py(4.98 KB)
      - detect
        __init__.py(257 B)
        __pycache__
        __init__.cpython-39.pyc(324 B)
        predict.cpython-39.pyc(1.56 KB)
        train.cpython-39.pyc(7.13 KB)
        val.cpython-39.pyc(13.17 KB)
        predict.py(1.46 KB)
        train.py(6.58 KB)
        val.py(14.74 KB)
      - model.py(4.16 KB)
      - obb
        __init__.py(221 B)
        __pycache__
        __init__.cpython-39.pyc(303 B)
        predict.cpython-39.pyc(2.13 KB)
        train.cpython-39.pyc(1.86 KB)
        val.cpython-39.pyc(8.92 KB)
        predict.py(2.02 KB)
        train.py(1.51 KB)
        val.py(9.15 KB)
      - pose
        __init__.py(227 B)
        __pycache__
        __init__.cpython-39.pyc(307 B)
        predict.cpython-39.pyc(2.37 KB)
        train.cpython-39.pyc(3.21 KB)
        val.cpython-39.pyc(10.95 KB)
        predict.py(2.34 KB)
        train.py(2.88 KB)
        val.py(12.12 KB)
      - segment
        __init__.py(275 B)
        __pycache__
        __init__.cpython-39.pyc(334 B)
        predict.cpython-39.pyc(2.42 KB)
        train.cpython-39.pyc(2.7 KB)
        val.cpython-39.pyc(12.12 KB)
        predict.py(2.44 KB)
        train.py(2.27 KB)
        val.py(13.75 KB)
      - world
        __init__.py(131 B)
        __pycache__
        __init__.cpython-39.pyc(213 B)
        train.cpython-39.pyc(3.72 KB)
        train.py(3.63 KB)
        train_world.py(4.77 KB)
  - nn
    - __init__.py(615 B)
    - __pycache__
      - __init__.cpython-39.pyc(522 B)
      - autobackend.cpython-39.pyc(23.17 KB)
      - tasks.cpython-39.pyc(43.16 KB)
    - autobackend.py(34.71 KB)
    - modules
      - __init__.py(2.67 KB)
      - __pycache__
        __init__.cpython-39.pyc(2.32 KB)
        block.cpython-39.pyc(60.17 KB)
        conv.cpython-39.pyc(14.79 KB)
        head.cpython-39.pyc(23.99 KB)
        transformer.cpython-39.pyc(16.73 KB)
        utils.cpython-39.pyc(2.84 KB)
      - activation.py(923 B)
      - block.py(51.68 KB)
      - conv.py(12.83 KB)
      - head.py(27.31 KB)
      - transformer.py(17.67 KB)
      - utils.py(3.15 KB)
    - tasks.py(47.65 KB)
  - solutions
    - __init__.py(852 B)
    - ai_gym.py(5.16 KB)
    - analytics.py(11.28 KB)
    - distance_calculation.py(5.43 KB)
    - heatmap.py(5.21 KB)
    - object_counter.py(9.42 KB)
    - parking_management.py(11.68 KB)
    - queue_management.py(4.84 KB)
    - region_counter.py(5.12 KB)
    - security_alarm.py(5.56 KB)
    - solutions.py(7.59 KB)
    - speed_estimation.py(4.85 KB)
    - streamlit_inference.py(9.22 KB)
    - trackzone.py(2.91 KB)
  - trackers
    - __init__.py(255 B)
    - basetrack.py(4.35 KB)
    - bot_sort.py(10.28 KB)
    - byte_tracker.py(20.36 KB)
    - README.md(13.21 KB)
    - track.py(3.81 KB)
    - utils
      - __init__.py(70 B)
      - gmc.py(14.25 KB)
      - kalman_filter.py(20.88 KB)
      - matching.py(6.94 KB)
  - utils
    - __init__.py(48.39 KB)
    - __pycache__
      - __init__.cpython-39.pyc(47.15 KB)
      - autobatch.cpython-39.pyc(4.62 KB)
      - checks.cpython-39.pyc(26.4 KB)
      - dist.cpython-39.pyc(2.47 KB)
      - downloads.cpython-39.pyc(20.03 KB)
      - errors.cpython-39.pyc(1.15 KB)
      - files.cpython-39.pyc(7.71 KB)
      - instance.cpython-39.pyc(15.62 KB)
      - loss.cpython-39.pyc(25.01 KB)
      - metrics.cpython-39.pyc(48.51 KB)
      - ops.cpython-39.pyc(29.21 KB)
      - patches.cpython-39.pyc(3.13 KB)
      - plotting.cpython-39.pyc(51.26 KB)
      - tal.cpython-39.pyc(14.38 KB)
      - torch_utils.cpython-39.pyc(28.86 KB)
    - autobatch.py(4.93 KB)
    - benchmarks.py(25.07 KB)
    - callbacks
      - __init__.py(242 B)
      - __pycache__
        __init__.cpython-39.pyc(276 B)
        base.cpython-39.pyc(5.53 KB)
        clearml.cpython-39.pyc(5.06 KB)
        comet.cpython-39.pyc(11.89 KB)
        dvc.cpython-39.pyc(4.22 KB)
        hub.cpython-39.pyc(3.21 KB)
        mlflow.cpython-39.pyc(5.11 KB)
        neptune.cpython-39.pyc(4.26 KB)
        raytune.cpython-39.pyc(715 B)
        tensorboard.cpython-39.pyc(3.11 KB)
        wb.cpython-39.pyc(6.08 KB)
      - base.py(5.67 KB)
      - clearml.py(5.82 KB)
      - comet.py(14.69 KB)
      - dvc.py(4.95 KB)
      - hub.py(3.88 KB)
      - mlflow.py(5.29 KB)
      - neptune.py(3.75 KB)
      - raytune.py(727 B)
      - tensorboard.py(4.1 KB)
      - wb.py(6.92 KB)
    - checks.py(29.87 KB)
    - dist.py(2.33 KB)
    - downloads.py(21.57 KB)
    - errors.py(844 B)
    - files.py(8.06 KB)
    - instance.py(16.49 KB)
    - loss.py(33.38 KB)
    - metrics.py(52.91 KB)
    - ops.py(32.79 KB)
    - patches.py(3.22 KB)
    - plotting.py(61.51 KB)
    - tal.py(18.06 KB)
    - torch_utils.py(32.38 KB)
    - triton.py(3.98 KB)
    - tuner.py(6.15 KB)
- yolov12_qt.py(10.8 KB)
数据增强
- dataplus.py(13.13 KB)

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2025计算机科学一套基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

2025计算机科学一套基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

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2025计算机科学一套 基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

2025计算机科学一套 基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

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2025计算机科学一套基于深度学习的停车位检测(论文+程序代码源码)定稿.zip

2025计算机科学一套基于深度学习的停车位检测(论文+程序代码源码)定稿.zip