2026人工智能一套手部X光片骨折辅助筛查系统12.97-AI7.87(论文+程序代码源码+运行说明文档.md)定稿.zip

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共609文件
2026-09-18
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收起资源包目录

2211054236-闫海龙-人工智能-手部X光片骨折辅助筛查系统
- 手部X光片骨折辅助筛查系统
  - bone
    - .idea
      - inspectionProfiles
        profiles_settings.xml(174 B)
        Project_Default.xml(1.14 KB)
      - .gitignore(50 B)
      - bone.iml(485 B)
      - misc.xml(278 B)
      - modules.xml(267 B)
      - workspace.xml(4.08 KB)
    - icons
      - author.png(4.03 KB)
      - back-image.png(57.05 KB)
      - background2.png(57.05 KB)
      - bird-logo.png(4.08 KB)
      - blur.png(439 B)
      - burger-menu.png(4.35 KB)
      - captcha_1.png(6.43 KB)
      - check.png(592 B)
      - checked.png(749 B)
      - count.png(5.44 KB)
      - default_avatar.png(350.67 KB)
      - extractLeft.png(10.1 KB)
      - folder.png(2.19 KB)
      - g1.png(6.17 KB)
      - gallery.png(843 B)
      - icon.png(4.08 KB)
      - ini-image.png(51.29 KB)
      - logo1.png(1.11 KB)
      - logo2.png(2.83 KB)
      - logo3.png(3.25 KB)
      - logo4.png(3.18 KB)
      - minmax.png(1.89 KB)
      - model.png(14.06 KB)
      - net_speed.png(4.61 KB)
      - Ordinateur.png(3.88 KB)
      - recovery.png(3.42 KB)
      - result.png(3.71 KB)
      - save.png(3.14 KB)
      - Score.png(4.67 KB)
      - selection.png(5.66 KB)
      - sign.png(77.94 KB)
      - title_bar.png(360 B)
      - user.png(92.93 KB)
      - versions.png(3.29 KB)
      - video.png(2.73 KB)
      - weed_logo.png(905 B)
    - runs
      - detect
        train_v5_bone
        weights
        best.pt(5.02 MB)
        last.pt(5.02 MB)
        args.yaml(1.73 KB)
        confusion_matrix.png(203.99 KB)
        confusion_matrix_normalized.png(213.76 KB)
        events.out.tfevents.1734861836.yeman.10232.0(536.96 KB)
        F1_curve.png(334.53 KB)
        labels.jpg(150.07 KB)
        labels_correlogram.jpg(222.6 KB)
        PR_curve.png(257.81 KB)
        P_curve.png(297.21 KB)
        results.csv(91.16 KB)
        results.png(270.49 KB)
        R_curve.png(304.34 KB)
        train_batch0.jpg(343.16 KB)
        train_batch1.jpg(348.83 KB)
        train_batch2.jpg(333.74 KB)
        val_batch0_labels.jpg(368.08 KB)
        val_batch0_pred.jpg(366.87 KB)
        val_batch1_labels.jpg(373.79 KB)
        val_batch1_pred.jpg(373.12 KB)
        val_batch2_labels.jpg(357.24 KB)
        val_batch2_pred.jpg(356.83 KB)
        train_v5_bone2
        weights
        args.yaml(1.82 KB)
        train_v5_bone3
        weights
        args.yaml(1.82 KB)
        train_v5_bone4
        weights
        args.yaml(1.82 KB)
        train_v5_bone5
        weights
        args.yaml(1.82 KB)
        train_v5_bone6
        weights
        best.pt(19.58 MB)
        last.pt(19.58 MB)
        args.yaml(1.82 KB)
        results.csv(674 B)
        train_batch0.jpg(353.22 KB)
        train_batch1.jpg(343.38 KB)
        train_batch2.jpg(372.07 KB)
        train_v8_bone
        weights
        best.pt(5.94 MB)
        last.pt(5.95 MB)
        args.yaml(1.73 KB)
        confusion_matrix.png(202.96 KB)
        confusion_matrix_normalized.png(215.69 KB)
        events.out.tfevents.1729331474.yeman.11120.0(434.48 KB)
        F1_curve.png(339.54 KB)
        labels.jpg(150.49 KB)
        labels_correlogram.jpg(222.77 KB)
        PR_curve.png(255.47 KB)
        P_curve.png(322.79 KB)
        results.csv(65.16 KB)
        results.png(266.17 KB)
        R_curve.png(302.32 KB)
        train_batch0.jpg(344.38 KB)
        train_batch1.jpg(349.48 KB)
        train_batch2.jpg(334.56 KB)
        val_batch0_labels.jpg(369.42 KB)
        val_batch0_pred.jpg(368.2 KB)
        val_batch1_labels.jpg(374.95 KB)
        val_batch1_pred.jpg(376.09 KB)
        val_batch2_labels.jpg(358.52 KB)
        val_batch2_pred.jpg(357.76 KB)
        v5.png(94.88 KB)
        v8.png(69.9 KB)
    - test_media
      - 0 - 副本.png(200.29 KB)
      - 0.png(200.29 KB)
      - 13.png(231.38 KB)
      - 18.png(203.29 KB)
      - 2.png(312.81 KB)
      - 20241225_204742.mp4(3.73 MB)
      - 21.png(338.43 KB)
      - 23.png(479.73 KB)
      - 24.png(366.69 KB)
      - 27.png(403.6 KB)
      - 28.png(445.04 KB)
      - 31.png(362.84 KB)
      - 32.png(410.81 KB)
      - 37.png(304.45 KB)
      - 38.png(459.65 KB)
      - 39.png(217.12 KB)
      - 4.png(296.97 KB)
      - 40.png(391.3 KB)
      - 5.png(381.58 KB)
      - 9.png(538.41 KB)
      - Snipaste_2024-12-23_21-44-35.png(328.77 KB)
      - Snipaste_2024-12-23_21-45-02.png(380.52 KB)
      - Snipaste_2024-12-23_21-54-02.png(288.36 KB)
      - Snipaste_2024-12-23_21-54-24.png(341.26 KB)
      - Snipaste_2024-12-23_21-54-57.png(216.57 KB)
      - Snipaste_2024-12-23_22-02-19.png(365.63 KB)
      - Snipaste_2024-12-23_22-02-29.png(370.77 KB)
      - Snipaste_2024-12-23_22-02-50.png(382.79 KB)
      - Snipaste_2024-12-23_22-04-53.png(318.83 KB)
      - Snipaste_2024-12-23_22-05-20.png(118.12 KB)
      - Snipaste_2024-12-23_22-05-29.png(127.27 KB)
    - themes
      - login_text_black.qss(161 B)
      - main_dark_back.qss(729 B)
      - Settings_login.yaml(1.25 KB)
      - Settings_main.yaml(2.41 KB)
    - ultralytics
      - assets
        utils
        py310
        darwin_x86_64
        pyarmor_runtime.so(845 KB)
        linux_aarch64
        pyarmor_runtime.so(589.57 KB)
        linux_armv7
        pyarmor_runtime.so(867.8 KB)
        linux_x86_64
        pyarmor_runtime.so(757.76 KB)
        windows_x86_64
        pyarmor_runtime.pyd(606 KB)
        py311
        darwin_x86_64
        pyarmor_runtime.so(845.5 KB)
        linux_aarch64
        pyarmor_runtime.so(589.57 KB)
        linux_armv7
        pyarmor_runtime.so(867.8 KB)
        linux_x86_64
        pyarmor_runtime.so(753.76 KB)
        windows_x86_64
        pyarmor_runtime.pyd(603 KB)
        py37
        darwin_x86_64
        pyarmor_runtime.so(844.5 KB)
        linux_aarch64
        pyarmor_runtime.so(585.58 KB)
        linux_armv7
        pyarmor_runtime.so(863.81 KB)
        linux_x86_64
        pyarmor_runtime.so(753.76 KB)
        windows_x86_64
        pyarmor_runtime.pyd(599 KB)
        py38
        darwin_x86_64
        pyarmor_runtime.so(845.04 KB)
        linux_aarch64
        pyarmor_runtime.so(589.63 KB)
        linux_armv7
        pyarmor_runtime.so(867.82 KB)
        linux_x86_64
        pyarmor_runtime.so(773.82 KB)
        windows_x86_64
        pyarmor_runtime.pyd(605.5 KB)
        py39
        darwin_x86_64
        pyarmor_runtime.so(845 KB)
        linux_aarch64
        pyarmor_runtime.so(589.62 KB)
        linux_armv7
        pyarmor_runtime.so(867.82 KB)
        linux_x86_64
        pyarmor_runtime.so(773.82 KB)
        windows_x86_64
        pyarmor_runtime.pyd(605.5 KB)
        __pycache__
        __init__.cpython-310.pyc(1.58 KB)
        __init__.py(1.79 KB)
        __pycache__
        __init__.cpython-310.pyc(55.88 KB)
        bus.jpg(134.2 KB)
        zidane.jpg(49.25 KB)
        __init__.py(159.64 KB)
      - cfg
        datasets
        Argoverse.yaml(2.86 KB)
        coco-pose.yaml(1.57 KB)
        coco.yaml(2.52 KB)
        coco128-seg.yaml(1.88 KB)
        coco128.yaml(1.86 KB)
        coco8-pose.yaml(961 B)
        coco8-seg.yaml(1.82 KB)
        coco8.yaml(1.8 KB)
        dota8.yaml(1.02 KB)
        DOTAv1.5.yaml(1.17 KB)
        DOTAv1.yaml(1.14 KB)
        GlobalWheat2020.yaml(2.01 KB)
        ImageNet.yaml(41.51 KB)
        Objects365.yaml(9.11 KB)
        open-images-v7.yaml(12.2 KB)
        SKU-110K.yaml(2.43 KB)
        tiger-pose.yaml(864 B)
        VisDrone.yaml(3 KB)
        VOC.yaml(3.57 KB)
        xView.yaml(5.09 KB)
        models
        rt-detr
        rtdetr-l.yaml(1.89 KB)
        rtdetr-resnet101.yaml(1.48 KB)
        rtdetr-resnet50.yaml(1.47 KB)
        rtdetr-x.yaml(2.09 KB)
        v3
        yolov3-spp.yaml(1.49 KB)
        yolov3-tiny.yaml(1.2 KB)
        yolov3.yaml(1.48 KB)
        v5
        yolov5-p6.yaml(1.85 KB)
        yolov5.yaml(1.49 KB)
        v6
        yolov6.yaml(1.68 KB)
        v8
        yolov8-cls-resnet101.yaml(883 B)
        yolov8-cls-resnet50.yaml(882 B)
        yolov8-cls.yaml(913 B)
        yolov8-ghost-p2.yaml(2.23 KB)
        yolov8-ghost-p6.yaml(2.3 KB)
        yolov8-ghost.yaml(2.05 KB)
        yolov8-obb.yaml(1.85 KB)
        yolov8-p2.yaml(1.69 KB)
        yolov8-p6.yaml(1.79 KB)
        yolov8-pose-p6.yaml(1.88 KB)
        yolov8-pose.yaml(1.53 KB)
        yolov8-rtdetr.yaml(1.85 KB)
        yolov8-seg-p6.yaml(1.8 KB)
        yolov8-seg.yaml(1.44 KB)
        yolov8.yaml(1.84 KB)
        README.md(3.02 KB)
        trackers
        botsort.yaml(883 B)
        bytetrack.yaml(688 B)
        __pycache__
        __init__.cpython-310.pyc(17.52 KB)
        __init__.cpython-38.pyc(17.52 KB)
        default.yaml(7.9 KB)
        __init__.py(20.23 KB)
      - data
        explorer
        gui
        dash.py(8.69 KB)
        __init__.py(42 B)
        __pycache__
        explorer.cpython-310.pyc(16.54 KB)
        explorer.cpython-38.pyc(16.61 KB)
        utils.cpython-310.pyc(7.16 KB)
        utils.cpython-38.pyc(7.23 KB)
        __init__.cpython-310.pyc(257 B)
        __init__.cpython-38.pyc(301 B)
        explorer.py(18.21 KB)
        utils.py(6.88 KB)
        __init__.py(113 B)
        scripts
        download_weights.sh(568 B)
        get_coco.sh(1.69 KB)
        get_coco128.sh(619 B)
        get_imagenet.sh(1.63 KB)
        __pycache__
        augment.cpython-310.pyc(43.36 KB)
        augment.cpython-38.pyc(43.61 KB)
        base.cpython-310.pyc(11.44 KB)
        base.cpython-38.pyc(11.51 KB)
        build.cpython-310.pyc(6.17 KB)
        build.cpython-38.pyc(6.19 KB)
        converter.cpython-310.pyc(10.89 KB)
        converter.cpython-38.pyc(11.39 KB)
        dataset.cpython-310.pyc(13.39 KB)
        dataset.cpython-38.pyc(13.44 KB)
        loaders.cpython-310.pyc(20.21 KB)
        loaders.cpython-38.pyc(20.44 KB)
        utils.cpython-310.pyc(26.04 KB)
        utils.cpython-38.pyc(26.02 KB)
        __init__.cpython-310.pyc(479 B)
        __init__.cpython-38.pyc(523 B)
        annotator.py(2.07 KB)
        augment.py(50.78 KB)
        base.py(12.91 KB)
        build.py(6.29 KB)
        converter.py(13.52 KB)
        dataset.py(16.12 KB)
        loaders.py(21.78 KB)
        split_dota.py(9.73 KB)
        utils.py(28.82 KB)
        __init__.py(409 B)
      - engine
        __pycache__
        exporter.cpython-310.pyc(37.47 KB)
        model.cpython-310.pyc(17.95 KB)
        model.cpython-38.pyc(17.99 KB)
        predictor.cpython-310.pyc(14.19 KB)
        predictor.cpython-38.pyc(14.13 KB)
        results.cpython-310.pyc(26.54 KB)
        results.cpython-38.pyc(27.13 KB)
        trainer.cpython-310.pyc(25.21 KB)
        trainer.cpython-38.pyc(25.24 KB)
        validator.cpython-310.pyc(12.79 KB)
        validator.cpython-38.pyc(12.81 KB)
        __init__.cpython-310.pyc(181 B)
        __init__.cpython-38.pyc(225 B)
        exporter.py(50.79 KB)
        model.py(20.92 KB)
        predictor.py(17.43 KB)
        results.py(26.88 KB)
        trainer.py(33.46 KB)
        tuner.py(11.48 KB)
        validator.py(14.23 KB)
        __init__.py(42 B)
      - hub
        __pycache__
        auth.cpython-310.pyc(4.2 KB)
        auth.cpython-38.pyc(4.24 KB)
        session.cpython-310.pyc(10.79 KB)
        session.cpython-38.pyc(10.77 KB)
        utils.cpython-310.pyc(8.31 KB)
        utils.cpython-38.pyc(8.33 KB)
        __init__.cpython-310.pyc(4.84 KB)
        __init__.cpython-38.pyc(4.92 KB)
        auth.py(5.24 KB)
        session.py(13.89 KB)
        utils.py(9.51 KB)
        __init__.py(4.9 KB)
      - models
        fastsam
        __pycache__
        model.cpython-310.pyc(1.45 KB)
        model.cpython-38.pyc(1.51 KB)
        predict.cpython-310.pyc(3.87 KB)
        predict.cpython-38.pyc(3.93 KB)
        prompt.cpython-310.pyc(12.82 KB)
        prompt.cpython-38.pyc(12.96 KB)
        utils.cpython-310.pyc(1.9 KB)
        utils.cpython-38.pyc(1.94 KB)
        val.cpython-310.pyc(2.17 KB)
        val.cpython-38.pyc(2.21 KB)
        __init__.cpython-310.pyc(399 B)
        __init__.cpython-38.pyc(443 B)
        model.py(1.03 KB)
        predict.py(4.02 KB)
        prompt.py(15.81 KB)
        utils.py(2.11 KB)
        val.py(1.92 KB)
        __init__.py(254 B)
        nas
        __pycache__
        model.cpython-310.pyc(3.31 KB)
        model.cpython-38.pyc(3.37 KB)
        predict.cpython-310.pyc(2.18 KB)
        predict.cpython-38.pyc(2.22 KB)
        val.cpython-310.pyc(1.89 KB)
        val.cpython-38.pyc(1.93 KB)
        __init__.cpython-310.pyc(334 B)
        __init__.cpython-38.pyc(378 B)
        model.py(2.8 KB)
        predict.py(2.09 KB)
        val.py(1.64 KB)
        __init__.py(179 B)
        rtdetr
        __pycache__
        model.cpython-310.pyc(2.48 KB)
        model.cpython-38.pyc(2.52 KB)
        predict.cpython-310.pyc(3.66 KB)
        predict.cpython-38.pyc(3.7 KB)
        train.cpython-310.pyc(3.93 KB)
        train.cpython-38.pyc(3.98 KB)
        val.cpython-310.pyc(5.04 KB)
        val.cpython-38.pyc(5.08 KB)
        __init__.cpython-310.pyc(346 B)
        __init__.cpython-38.pyc(390 B)
        model.py(2.12 KB)
        predict.py(3.34 KB)
        train.py(3.6 KB)
        val.py(5.27 KB)
        __init__.py(197 B)
        sam
        modules
        __pycache__
        decoders.cpython-310.pyc(7.08 KB)
        decoders.cpython-38.pyc(7.07 KB)
        encoders.cpython-310.pyc(21.75 KB)
        encoders.cpython-38.pyc(21.63 KB)
        sam.cpython-310.pyc(2.87 KB)
        sam.cpython-38.pyc(2.89 KB)
        tiny_encoder.cpython-310.pyc(25.01 KB)
        tiny_encoder.cpython-38.pyc(25.17 KB)
        transformer.cpython-310.pyc(9.34 KB)
        transformer.cpython-38.pyc(9.35 KB)
        __init__.cpython-310.pyc(193 B)
        __init__.cpython-38.pyc(237 B)
        decoders.py(7.63 KB)
        encoders.py(24.17 KB)
        sam.py(2.72 KB)
        tiny_encoder.py(28.45 KB)
        transformer.py(10.91 KB)
        __init__.py(42 B)
        __pycache__
        amg.cpython-310.pyc(7.34 KB)
        amg.cpython-38.pyc(7.49 KB)
        build.cpython-310.pyc(3.59 KB)
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        model.cpython-310.pyc(5.13 KB)
        model.cpython-38.pyc(5.17 KB)
        predict.cpython-310.pyc(19.72 KB)
        predict.cpython-38.pyc(19.78 KB)
        __init__.cpython-310.pyc(286 B)
        __init__.cpython-38.pyc(330 B)
        amg.py(7.73 KB)
        build.py(4.83 KB)
        model.py(4.6 KB)
        predict.py(23.08 KB)
        __init__.py(144 B)
        utils
        loss.py(14.78 KB)
        ops.py(12.93 KB)
        __init__.py(42 B)
        yolo
        classify
        __pycache__
        predict.cpython-310.pyc(3 KB)
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        train.cpython-310.pyc(6.86 KB)
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        val.cpython-310.pyc(5.34 KB)
        val.cpython-38.pyc(5.41 KB)
        __init__.cpython-310.pyc(483 B)
        __init__.cpython-38.pyc(527 B)
        predict.py(2.45 KB)
        train.py(6.67 KB)
        val.py(4.75 KB)
        __init__.py(355 B)
        detect
        __pycache__
        predict.cpython-310.pyc(1.63 KB)
        predict.cpython-38.pyc(1.67 KB)
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        train.cpython-38.pyc(6.66 KB)
        val.cpython-310.pyc(12.27 KB)
        val.cpython-38.pyc(12.29 KB)
        __init__.cpython-310.pyc(367 B)
        __init__.cpython-38.pyc(411 B)
        predict.py(1.47 KB)
        train.py(6.16 KB)
        val.py(13.27 KB)
        __init__.py(229 B)
        obb
        __pycache__
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        train.cpython-38.pyc(1.92 KB)
        val.cpython-310.pyc(8.02 KB)
        val.cpython-38.pyc(8.03 KB)
        __init__.cpython-310.pyc(346 B)
        __init__.cpython-38.pyc(390 B)
        predict.py(1.92 KB)
        train.py(1.44 KB)
        val.py(8.21 KB)
        __init__.py(193 B)
        pose
        __pycache__
        predict.cpython-310.pyc(2.45 KB)
        predict.cpython-38.pyc(2.48 KB)
        train.cpython-310.pyc(3.26 KB)
        train.cpython-38.pyc(3.3 KB)
        val.cpython-310.pyc(9.33 KB)
        val.cpython-38.pyc(9.38 KB)
        __init__.cpython-310.pyc(350 B)
        __init__.cpython-38.pyc(394 B)
        predict.py(2.35 KB)
        train.py(2.86 KB)
        val.py(10.36 KB)
        __init__.py(199 B)
        segment
        __pycache__
        predict.cpython-310.pyc(2.46 KB)
        predict.cpython-38.pyc(2.5 KB)
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        val.cpython-310.pyc(9.87 KB)
        val.cpython-38.pyc(9.91 KB)
        __init__.cpython-310.pyc(377 B)
        __init__.cpython-38.pyc(421 B)
        predict.py(2.43 KB)
        train.py(2.24 KB)
        val.py(11.43 KB)
        __init__.py(247 B)
        __pycache__
        model.cpython-310.pyc(1.4 KB)
        model.cpython-38.pyc(1.45 KB)
        __init__.cpython-310.pyc(392 B)
        __init__.cpython-38.pyc(436 B)
        model.py(1.69 KB)
        __init__.py(207 B)
        __pycache__
        __init__.cpython-310.pyc(314 B)
        __init__.cpython-38.pyc(358 B)
        __init__.py(173 B)
      - nn
        modules
        __pycache__
        block.cpython-310.pyc(18.07 KB)
        block.cpython-38.pyc(18.73 KB)
        conv.cpython-310.pyc(13.99 KB)
        conv.cpython-38.pyc(14.36 KB)
        head.cpython-310.pyc(16.78 KB)
        head.cpython-38.pyc(17.14 KB)
        transformer.cpython-310.pyc(16.57 KB)
        transformer.cpython-38.pyc(16.73 KB)
        utils.cpython-310.pyc(2.91 KB)
        utils.cpython-38.pyc(2.96 KB)
        __init__.cpython-310.pyc(1.76 KB)
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人工智能手部X光片骨折辅助筛查系统12.97-AI7.87_1.docx(3.76 MB)

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