2025计算机科学毕设一套(论文+程序代码源文件)交通目标检测系统的设计与实现定稿.zip

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2026-03-29
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21251102114林俊彤001.pdf 标题：本科毕业论文（设计）交通目标检测系统的设计与实现.pdf(2.74 MB)
yolo_detect - CBAM
- .idea
  - .gitignore(50 B)
  - inspectionProfiles
    - profiles_settings.xml(174 B)
  - misc.xml(188 B)
  - modules.xml(281 B)
  - workspace.xml(9.52 KB)
  - yolo_detect.iml(291 B)
- AICSMain.py(5.28 KB)
- detect_mainui.py(10.07 KB)
- Login.py(3.43 KB)
- MainUI.py(24.08 KB)
- mysql
  - dataDB.py(1.72 KB)
  - __pycache__
    - dataDB.cpython-39.pyc(1.69 KB)
- PersonFormMain.py(1.5 KB)
- person_car_light.yaml(802 B)
- Register.py(5.14 KB)
- runs
  - detect
    - val
      - F1_curve.png(59.07 KB)
      - PR_curve.png(64.25 KB)
      - P_curve.png(66.5 KB)
      - R_curve.png(64.47 KB)
      - val_batch0_labels.jpg(197.45 KB)
      - val_batch0_pred.jpg(242.62 KB)
  - train
    - trained
      - train4
        args.yaml(1.61 KB)
        confusion_matrix.png(507.82 KB)
        confusion_matrix_normalized.png(503.3 KB)
        events.out.tfevents.1745761625.DESKTOP-HEQJ16Q.7924.0(358.11 KB)
        F1_curve.png(660.62 KB)
        labels.jpg(265.8 KB)
        labels_correlogram.jpg(243.39 KB)
        PR_curve.png(251.42 KB)
        P_curve.pdf(285.01 KB)
        P_curve.png(601.3 KB)
        results.csv(12.53 KB)
        results.png(258.75 KB)
        R_curve.png(477.83 KB)
        train_batch0.jpg(561.74 KB)
        train_batch1.jpg(595.29 KB)
        train_batch2.jpg(547.73 KB)
        train_batch22950.jpg(540.65 KB)
        train_batch22951.jpg(484.92 KB)
        train_batch22952.jpg(515.06 KB)
        val_batch0_labels.jpg(443.9 KB)
        val_batch0_pred.jpg(440.35 KB)
        val_batch1_labels.jpg(505.99 KB)
        val_batch1_pred.jpg(480.91 KB)
        val_batch2_labels.jpg(449.07 KB)
        val_batch2_pred.jpg(452.93 KB)
        weights
        best.pt(5.39 MB)
        last.pt(5.39 MB)
    - trainwill
      - train2
        args.yaml(1.61 KB)
        confusion_matrix.png(507.95 KB)
        confusion_matrix_normalized.png(502.89 KB)
        events.out.tfevents.1745752793.DESKTOP-HEQJ16Q.20644.0(329.63 KB)
        F1_curve.png(672.7 KB)
        labels.jpg(265.8 KB)
        labels_correlogram.jpg(243.39 KB)
        PR_curve.png(230.19 KB)
        P_curve.pdf(267.24 KB)
        P_curve.png(558.4 KB)
        results.csv(12.5 KB)
        results.png(255.44 KB)
        R_curve.png(481.49 KB)
        train_batch0.jpg(561.74 KB)
        train_batch1.jpg(595.29 KB)
        train_batch2.jpg(547.73 KB)
        train_batch22950.jpg(540.65 KB)
        train_batch22951.jpg(484.92 KB)
        train_batch22952.jpg(515.06 KB)
        val_batch0_labels.jpg(443.9 KB)
        val_batch0_pred.jpg(453.3 KB)
        val_batch1_labels.jpg(505.99 KB)
        val_batch1_pred.jpg(518.61 KB)
        val_batch2_labels.jpg(449.07 KB)
        val_batch2_pred.jpg(456.14 KB)
        weights
        best.pt(5.22 MB)
        last.pt(5.22 MB)
- ui
  - AI
    - AICS.py(7.88 KB)
    - AICS.qrc(92 B)
    - AICS.ui(8.41 KB)
    - AICS_rc.py(17.84 KB)
    - img
      - img.png(87.04 KB)
      - up-b-向上.png(5.37 KB)
      - 向上3.png(8.85 KB)
    - __pycache__
      - AICS.cpython-39.pyc(5.4 KB)
      - AICS_rc.cpython-39.pyc(6.11 KB)
  - icon.qrc(576 B)
  - icon_rc.py(1.19 MB)
  - img
    - kk.jpg(121.47 KB)
    - YOLO.png(7.64 KB)
    - 个人中心.png(4.69 KB)
    - 关闭.png(4.02 KB)
    - 加号.png(4.14 KB)
    - 展开.png(2.42 KB)
    - 摄像头.png(4.4 KB)
    - 文件.png(4.2 KB)
    - 暂停.png(6.57 KB)
    - 最大化.png(1.87 KB)
    - 最小化.png(1.6 KB)
    - 结束.png(8.58 KB)
    - 运行.png(6.13 KB)
    - 还原.png(2.14 KB)
    - 退出.png(7.61 KB)
    - 首页.png(3.65 KB)
  - main_ui_v7.py(42.71 KB)
  - main_ui_v7.ui(69.99 KB)
  - UserInfo
    - img
      - 客服.png(5.07 KB)
      - 用户设置.png(6.41 KB)
      - 编辑3.png(4.31 KB)
      - 退出3.png(4.27 KB)
    - userform.py(6.22 KB)
    - userform.ui(5.67 KB)
    - user_info.qrc(191 B)
    - user_info_rc.py(64.39 KB)
    - __pycache__
      - userform.cpython-39.pyc(3.57 KB)
      - user_info_rc.cpython-39.pyc(20.95 KB)
  - UserLogin
    - img
      - back.png(5.82 KB)
      - close.png(6 KB)
      - kk.jpg(121.47 KB)
      - min.png(5.93 KB)
      - 头像加号.png(6.39 KB)
      - 密码.png(5.17 KB)
      - 手机.png(3.11 KB)
      - 昵称.png(6.75 KB)
      - 登录.png(943.51 KB)
    - login.py(6.34 KB)
    - login.qrc(346 B)
    - login.ui(6.98 KB)
    - login_rc.py(1.77 MB)
    - register.py(8.94 KB)
    - register.ui(10.67 KB)
    - __pycache__
      - login.cpython-39.pyc(4.04 KB)
      - login_rc.cpython-39.pyc(584.7 KB)
      - register.cpython-39.pyc(5.22 KB)
  - __pycache__
    - icon_rc.cpython-39.pyc(392.25 KB)
    - main_ui_v7.cpython-39.pyc(19.04 KB)
- ultralytics
  - assets
    - bus.jpg(134.2 KB)
    - zidane.jpg(49.25 KB)
  - cfg
    - datasets
      - african-wildlife.yaml(930 B)
      - Argoverse.yaml(3.2 KB)
      - brain-tumor.yaml(856 B)
      - carparts-seg.yaml(1.24 KB)
      - coco-pose.yaml(1.6 KB)
      - coco.yaml(2.56 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(2.11 KB)
      - hand-keypoints.yaml(989 B)
      - ImageNet.yaml(41.55 KB)
      - lvis.yaml(29.02 KB)
      - medical-pills.yaml(848 B)
      - Objects365.yaml(9.15 KB)
      - open-images-v7.yaml(12.13 KB)
      - package-seg.yaml(864 B)
      - signature.yaml(789 B)
      - SKU-110K.yaml(2.5 KB)
      - tiger-pose.yaml(925 B)
      - VisDrone.yaml(3.19 KB)
      - VOC.yaml(3.71 KB)
      - xView.yaml(5.23 KB)
    - default.yaml(8.27 KB)
    - models
      - 11
        yolo11-cls-resnet18.yaml(524 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)
      - 12
        yolo12-cls.yaml(1.37 KB)
        yolo12-obb.yaml(1.93 KB)
        yolo12-pose.yaml(2.03 KB)
        yolo12-seg.yaml(1.94 KB)
        yolo12.yaml(1.91 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)
      - 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(1.77 KB)
      - v8
        yolov8-cls-resnet101.yaml(994 B)
        yolov8-cls-resnet50.yaml(992 B)
        yolov8-cls.yaml(1019 B)
        yolov8-ghost-p2.yaml(2.42 KB)
        yolov8-ghost-p6.yaml(2.5 KB)
        yolov8-ghost.yaml(2.13 KB)
        yolov8-obb.yaml(1.96 KB)
        yolov8-p2.yaml(1.78 KB)
        yolov8-p6.yaml(2.31 KB)
        yolov8-pose-p6.yaml(1.99 KB)
        yolov8-pose.yaml(1.64 KB)
        yolov8-rtdetr.yaml(1.99 KB)
        yolov8-seg-p6.yaml(1.91 KB)
        yolov8-seg.yaml(1.55 KB)
        yolov8-world.yaml(2.11 KB)
        yolov8-worldv2.yaml(2.05 KB)
        yolov8.yaml(1.93 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)
    - __init__.py(38.97 KB)
    - __pycache__
      - __init__.cpython-39.pyc(33.75 KB)
  - data
    - annotator.py(2.67 KB)
    - augment.py(118.13 KB)
    - base.py(18.02 KB)
    - build.py(9.42 KB)
    - converter.py(24.08 KB)
    - dataset.py(27.31 KB)
    - loaders.py(27.96 KB)
    - scripts
      - download_weights.sh(566 B)
      - get_coco.sh(1.7 KB)
      - get_coco128.sh(621 B)
      - get_imagenet.sh(1.64 KB)
    - split_dota.py(11.59 KB)
    - utils.py(32.44 KB)
    - __init__.py(644 B)
    - __pycache__
      - augment.cpython-39.pyc(108.73 KB)
      - base.cpython-39.pyc(15.97 KB)
      - build.cpython-39.pyc(8.94 KB)
      - converter.cpython-39.pyc(19.77 KB)
      - dataset.cpython-39.pyc(24.01 KB)
      - loaders.cpython-39.pyc(25.05 KB)
      - utils.cpython-39.pyc(29.14 KB)
      - __init__.cpython-39.pyc(614 B)
  - engine
    - exporter.py(75.75 KB)
    - model.py(51.68 KB)
    - predictor.py(21.12 KB)
    - results.py(77.85 KB)
    - trainer.py(37.48 KB)
    - tuner.py(11.92 KB)
    - validator.py(16.58 KB)
    - __init__.py(70 B)
    - __pycache__
      - exporter.cpython-39.pyc(56.78 KB)
      - model.cpython-39.pyc(47.76 KB)
      - predictor.cpython-39.pyc(18.28 KB)
      - results.cpython-39.pyc(76.77 KB)
      - trainer.cpython-39.pyc(27.92 KB)
      - validator.cpython-39.pyc(15.12 KB)
      - __init__.cpython-39.pyc(183 B)
  - hub
    - auth.py(5.43 KB)
    - google
      - __init__.py(7.36 KB)
    - session.py(18.29 KB)
    - utils.py(9.42 KB)
    - __init__.py(5.45 KB)
    - __pycache__
      - auth.cpython-39.pyc(4.38 KB)
      - session.cpython-39.pyc(14.67 KB)
      - utils.cpython-39.pyc(8.2 KB)
      - __init__.cpython-39.pyc(5.27 KB)
  - models
    - fastsam
      - model.py(2.68 KB)
      - predict.py(8.35 KB)
      - utils.py(899 B)
      - val.py(2.06 KB)
      - __init__.py(231 B)
      - __pycache__
        model.cpython-39.pyc(3.08 KB)
        predict.cpython-39.pyc(7.42 KB)
        utils.cpython-39.pyc(950 B)
        val.cpython-39.pyc(2.29 KB)
        __init__.cpython-39.pyc(352 B)
    - nas
      - model.py(3.7 KB)
      - predict.py(2.49 KB)
      - val.py(1.56 KB)
      - __init__.py(207 B)
      - __pycache__
        model.cpython-39.pyc(4.1 KB)
        predict.cpython-39.pyc(2.39 KB)
        val.cpython-39.pyc(1.79 KB)
        __init__.cpython-39.pyc(336 B)
    - rtdetr
      - model.py(2.07 KB)
      - predict.py(3.85 KB)
      - train.py(4.05 KB)
      - val.py(6.32 KB)
      - __init__.py(225 B)
      - __pycache__
        model.cpython-39.pyc(2.44 KB)
        predict.cpython-39.pyc(3.94 KB)
        train.cpython-39.pyc(4.29 KB)
        val.cpython-39.pyc(6 KB)
        __init__.cpython-39.pyc(348 B)
    - sam
      - amg.py(10.11 KB)
      - build.py(12.22 KB)
      - model.py(6.94 KB)
      - modules
        blocks.py(44.86 KB)
        decoders.py(25.05 KB)
        encoders.py(32.73 KB)
        memory_attention.py(9.66 KB)
        sam.py(51.35 KB)
        tiny_encoder.py(39.88 KB)
        transformer.py(14.33 KB)
        utils.py(12.04 KB)
        __init__.py(70 B)
        __pycache__
        blocks.cpython-39.pyc(42.21 KB)
        decoders.cpython-39.pyc(19.18 KB)
        encoders.cpython-39.pyc(28.22 KB)
        memory_attention.cpython-39.pyc(8.37 KB)
        sam.cpython-39.pyc(28.66 KB)
        tiny_encoder.cpython-39.pyc(36.16 KB)
        transformer.cpython-39.pyc(12.65 KB)
        utils.cpython-39.pyc(11.56 KB)
        __init__.cpython-39.pyc(195 B)
      - predict.py(80.45 KB)
      - __init__.py(266 B)
      - __pycache__
        amg.cpython-39.pyc(9.86 KB)
        build.cpython-39.pyc(9.91 KB)
        model.cpython-39.pyc(7.44 KB)
        predict.cpython-39.pyc(59.38 KB)
        __init__.cpython-39.pyc(351 B)
    - utils
      - loss.py(17.5 KB)
      - ops.py(12.41 KB)
      - __init__.py(70 B)
    - yolo
      - classify
        predict.py(3.44 KB)
        train.py(8.79 KB)
        val.py(6.56 KB)
        __init__.py(383 B)
        __pycache__
        predict.cpython-39.pyc(4.08 KB)
        train.cpython-39.pyc(9.12 KB)
        val.cpython-39.pyc(7.21 KB)
        __init__.cpython-39.pyc(485 B)
      - detect
        predict.py(3.47 KB)
        train.py(9.31 KB)
        val.py(18.53 KB)
        __init__.py(257 B)
        __pycache__
        predict.cpython-39.pyc(3.83 KB)
        train.cpython-39.pyc(9.82 KB)
        val.cpython-39.pyc(17 KB)
        __init__.cpython-39.pyc(369 B)
      - model.py(4.12 KB)
      - obb
        predict.py(2.23 KB)
        train.py(1.78 KB)
        val.py(9.82 KB)
        __init__.py(221 B)
        __pycache__
        predict.cpython-39.pyc(2.68 KB)
        train.cpython-39.pyc(2.17 KB)
        val.cpython-39.pyc(9.67 KB)
        __init__.cpython-39.pyc(348 B)
      - pose
        predict.py(3.01 KB)
        train.py(3.73 KB)
        val.py(12.84 KB)
        __init__.py(227 B)
        __pycache__
        predict.cpython-39.pyc(3.17 KB)
        train.cpython-39.pyc(4.09 KB)
        val.cpython-39.pyc(11.77 KB)
        __init__.cpython-39.pyc(352 B)
      - segment
        predict.py(4.09 KB)
        train.py(2.55 KB)
        val.py(16.53 KB)
        __init__.py(275 B)
        __pycache__
        predict.cpython-39.pyc(4.47 KB)
        train.cpython-39.pyc(3.02 KB)
        val.cpython-39.pyc(15.11 KB)
        __init__.cpython-39.pyc(379 B)
      - world
        train.py(4.76 KB)
        train_world.py(6.21 KB)
        __init__.py(131 B)
        __pycache__
        train.cpython-39.pyc(4.9 KB)
        __init__.cpython-39.pyc(258 B)
      - __init__.py(275 B)
      - __pycache__
        model.cpython-39.pyc(3.58 KB)
        __init__.cpython-39.pyc(440 B)
    - __init__.py(293 B)
    - __pycache__
      - __init__.cpython-39.pyc(421 B)
  - nn
    - autobackend.py(37.32 KB)
    - Extramodule
      - CBAM.py(2.28 KB)
      - __init__.py(19 B)
      - __pycache__
        CBAM.cpython-39.pyc(3.12 KB)
        __init__.cpython-39.pyc(212 B)
    - modules
      - activation.py(1.36 KB)
      - block.py(61.64 KB)
      - conv.py(20.94 KB)
      - head.py(27.3 KB)
      - transformer.py(27.57 KB)
      - utils.py(3.92 KB)
      - __init__.py(2.88 KB)
      - __pycache__
        block.cpython-39.pyc(71.35 KB)
        conv.cpython-39.pyc(23.14 KB)
        head.cpython-39.pyc(24.04 KB)
        transformer.cpython-39.pyc(26.72 KB)
        utils.cpython-39.pyc(3.66 KB)
        __init__.cpython-39.pyc(2.57 KB)
    - tasks.py(51.77 KB)
    - __init__.py(615 B)
    - __pycache__
      - autobackend.cpython-39.pyc(24.84 KB)
      - tasks.cpython-39.pyc(46.66 KB)
      - __init__.cpython-39.pyc(567 B)
  - solutions
    - ai_gym.py(5.57 KB)
    - analytics.py(11.7 KB)
    - distance_calculation.py(5.58 KB)
    - heatmap.py(5.49 KB)
    - instance_segmentation.py(3.24 KB)
    - object_blurrer.py(3.8 KB)
    - object_counter.py(9.65 KB)
    - object_cropper.py(3.31 KB)
    - parking_management.py(12.98 KB)
    - queue_management.py(4.2 KB)
    - region_counter.py(5.17 KB)
    - security_alarm.py(6.11 KB)
    - solutions.py(33.07 KB)
    - speed_estimation.py(5.03 KB)
    - streamlit_inference.py(9.62 KB)
    - trackzone.py(3.7 KB)
    - vision_eye.py(2.86 KB)
    - __init__.py(1.09 KB)
  - trackers
    - basetrack.py(4.35 KB)
    - bot_sort.py(10.18 KB)
    - byte_tracker.py(20.38 KB)
    - README.md(13.22 KB)
    - track.py(3.97 KB)
    - utils
      - gmc.py(14.16 KB)
      - kalman_filter.py(20.83 KB)
      - matching.py(7 KB)
      - __init__.py(70 B)
    - __init__.py(255 B)
  - utils
    - autobatch.py(4.88 KB)
    - benchmarks.py(29.54 KB)
    - callbacks
      - base.py(5.74 KB)
      - clearml.py(5.86 KB)
      - comet.py(17.63 KB)
      - dvc.py(5.05 KB)
      - hub.py(3.98 KB)
      - mlflow.py(5.31 KB)
      - neptune.py(3.84 KB)
      - raytune.py(1.1 KB)
      - tensorboard.py(4.16 KB)
      - wb.py(6.69 KB)
      - __init__.py(242 B)
      - __pycache__
        base.cpython-39.pyc(5.65 KB)
        hub.cpython-39.pyc(3.29 KB)
        __init__.cpython-39.pyc(321 B)
    - checks.py(31.86 KB)
    - dist.py(2.73 KB)
    - downloads.py(21.38 KB)
    - errors.py(844 B)
    - files.py(7.86 KB)
    - instance.py(17.52 KB)
    - loss.py(33.53 KB)
    - metrics.py(52.41 KB)
    - ops.py(33.41 KB)
    - patches.py(3.25 KB)
    - plotting.py(45.61 KB)
    - tal.py(20.32 KB)
    - torch_utils.py(37.67 KB)
    - triton.py(4.46 KB)
    - tuner.py(5.86 KB)
    - __init__.py(49.03 KB)
    - __pycache__
      - autobatch.cpython-39.pyc(4.62 KB)
      - checks.cpython-39.pyc(28.5 KB)
      - dist.cpython-39.pyc(2.92 KB)
      - downloads.cpython-39.pyc(19.95 KB)
      - errors.cpython-39.pyc(1.19 KB)
      - files.cpython-39.pyc(7.55 KB)
      - instance.cpython-39.pyc(16.7 KB)
      - loss.cpython-39.pyc(25.61 KB)
      - metrics.cpython-39.pyc(47.84 KB)
      - ops.cpython-39.pyc(29.3 KB)
      - patches.cpython-39.pyc(3.2 KB)
      - plotting.cpython-39.pyc(38.66 KB)
      - tal.cpython-39.pyc(17.77 KB)
      - torch_utils.cpython-39.pyc(34.16 KB)
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