2022工业工程毕设一套（论文+程序源代码+演示视频）基于机器视觉的铝模板涂层缺陷检测系统设计6f5d4149b96d413ea09def5bd4bc8278.rar原创优质

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2022工业工程毕设一套（论文+程序源代码+演示视频）基于机器视觉的铝模板涂层缺陷检测系统设计6f5d4149b96d413ea09def5bd4bc8278.rar

收起资源包目录

程序
- .gitignore(1.84 KB)
- 2007_train.txt(64.6 KB)
- 2007_val.txt(7.28 KB)
- get_map.py(5.67 KB)
- kmeans_for_anchors.py(6.5 KB)
- LICENSE(1.04 KB)
- map_out
  - detection-results
    - 105.txt(1.22 KB)
    - 120.txt(88 B)
    - 124.txt(179 B)
    - 129.txt(192 B)
    - 13.txt(90 B)
    - 141.txt(126 B)
    - 148.txt(64 B)
    - 16.txt(119 B)
    - 197.txt(90 B)
    - 209.txt(180 B)
    - 21.txt(158 B)
    - 210.txt(60 B)
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    - 228.txt(121 B)
    - 230.txt(418 B)
    - 242.txt(60 B)
    - 259.txt(90 B)
    - 280.txt(404 B)
    - 283.txt(379 B)
    - 294.txt(150 B)
    - 299.txt(184 B)
    - 335.txt(611 B)
    - 339.txt(125 B)
    - 346.txt(239 B)
    - 359.txt(150 B)
    - 372.txt(64 B)
    - 383.txt(30 B)
    - 387.txt(350 B)
    - 388.txt(406 B)
    - 395.txt(210 B)
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    - 401.txt(534 B)
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    - 489.txt(351 B)
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    - 494.txt(90 B)
    - 500.txt(240 B)
    - 503.txt(330 B)
    - 53.txt(223 B)
    - 534.txt(159 B)
    - 560.txt(64 B)
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    - 610.txt(184 B)
    - 611.txt(225 B)
    - 618.txt(32 B)
    - 638.txt(32 B)
    - 65.txt(28 B)
    - 651.txt(60 B)
    - 693.txt(32 B)
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    - 7.txt(475 B)
    - 700.txt(96 B)
    - 701.txt(32 B)
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    - 739.txt(96 B)
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    - 793.txt(176 B)
    - 794.txt(114 B)
    - 8.txt(320 B)
    - 802.txt(63 B)
    - 817.txt(352 B)
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    - 856.txt(32 B)
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    - 862.txt(32 B)
    - 886.txt(123 B)
    - 890.txt(154 B)
    - 895.txt(121 B)
    - 91.txt(240 B)
    - 911.txt(64 B)
    - 913.txt(176 B)
    - 917.txt(84 B)
    - 95.txt(64 B)
  - ground-truth
    - 105.txt(114 B)
    - 120.txt(22 B)
    - 124.txt(23 B)
    - 129.txt(25 B)
    - 13.txt(23 B)
    - 141.txt(25 B)
    - 148.txt(25 B)
    - 16.txt(23 B)
    - 197.txt(23 B)
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    - 21.txt(25 B)
    - 210.txt(23 B)
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    - 214.txt(25 B)
    - 221.txt(23 B)
    - 228.txt(23 B)
    - 230.txt(23 B)
    - 242.txt(23 B)
    - 259.txt(23 B)
    - 280.txt(43 B)
    - 283.txt(44 B)
    - 294.txt(23 B)
    - 299.txt(23 B)
    - 335.txt(45 B)
    - 339.txt(24 B)
    - 346.txt(45 B)
    - 359.txt(46 B)
    - 372.txt(25 B)
    - 383.txt(23 B)
    - 387.txt(63 B)
    - 388.txt(71 B)
    - 395.txt(46 B)
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    - 401.txt(46 B)
    - 433.txt(23 B)
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    - 489.txt(46 B)
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    - 503.txt(46 B)
    - 53.txt(23 B)
    - 534.txt(24 B)
    - 560.txt(25 B)
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    - 569.txt(24 B)
    - 580.txt(25 B)
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    - 590.txt(25 B)
    - 600.txt(45 B)
    - 610.txt(48 B)
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    - 618.txt(25 B)
    - 638.txt(25 B)
    - 65.txt(22 B)
    - 651.txt(23 B)
    - 693.txt(25 B)
    - 694.txt(25 B)
    - 7.txt(23 B)
    - 700.txt(25 B)
    - 701.txt(25 B)
    - 709.txt(25 B)
    - 716.txt(25 B)
    - 727.txt(25 B)
    - 739.txt(25 B)
    - 740.txt(25 B)
    - 751.txt(48 B)
    - 757.txt(25 B)
    - 774.txt(25 B)
    - 793.txt(45 B)
    - 794.txt(43 B)
    - 8.txt(23 B)
    - 802.txt(24 B)
    - 817.txt(47 B)
    - 828.txt(25 B)
    - 830.txt(25 B)
    - 831.txt(25 B)
    - 856.txt(25 B)
    - 858.txt(25 B)
    - 862.txt(25 B)
    - 886.txt(47 B)
    - 890.txt(25 B)
    - 895.txt(45 B)
    - 91.txt(23 B)
    - 911.txt(25 B)
    - 913.txt(45 B)
    - 917.txt(25 B)
    - 95.txt(47 B)
  - results
    - AP
      - BIANHAN.png(17.81 KB)
      - BUHAN.png(21.48 KB)
    - F1
      - BIANHAN.png(22.07 KB)
      - BUHAN.png(23.54 KB)
    - ground-truth-info.png(19.45 KB)
    - lamr.png(16.64 KB)
    - mAP.png(14.79 KB)
    - Precision
      - BIANHAN.png(22.76 KB)
      - BUHAN.png(25.32 KB)
    - Recall
      - BIANHAN.png(23.45 KB)
      - BUHAN.png(23.83 KB)
    - results.txt(8.22 KB)
  - images-optional
- model_data
  - coco_classes.txt(705 B)
  - simhei.ttf(9.3 MB)
  - voc_classes.txt(14 B)
  - yolo_anchors.txt(85 B)
- nets
  - CSPdarknet.py(7.01 KB)
  - yolo.py(6.78 KB)
  - yolo_training.py(22.54 KB)
  - __init__.py(1 B)
  - __pycache__
    - CSPdarknet.cpython-37.pyc(4.38 KB)
    - yolo.cpython-37.pyc(4.34 KB)
    - yolo_training.cpython-37.pyc(8.78 KB)
    - __init__.cpython-37.pyc(130 B)
- predict.py(6.98 KB)
- README.md(9.95 KB)
- requirements.txt(150 B)
- summary.py(504 B)
- train.py(15.03 KB)
- utils
  - callbacks.py(2.01 KB)
  - dataloader.py(12.13 KB)
  - utils.py(2.1 KB)
  - utils_bbox.py(12.59 KB)
  - utils_fit.py(4.23 KB)
  - utils_map.py(36.12 KB)
  - __init__.py(1 B)
  - __pycache__
    - callbacks.cpython-37.pyc(1.98 KB)
    - dataloader.cpython-37.pyc(7.79 KB)
    - utils.cpython-37.pyc(1.85 KB)
    - utils_bbox.cpython-37.pyc(4.48 KB)
    - utils_fit.cpython-37.pyc(2.48 KB)
    - utils_map.cpython-37.pyc(17.94 KB)
    - __init__.cpython-37.pyc(131 B)
- VOCdevkit
  - VOC2007
    - Annotations
      - 0.xml(1.15 KB)
      - 1.xml(955 B)
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    - ImageSets
      - Main
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        test.txt(454 B)
        train.txt(3.56 KB)
        trainval.txt(3.95 KB)
        val.txt(402 B)
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      - README.md(18 B)
- voc_annotation.py(5.23 KB)
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- __pycache__
  - yolo.cpython-37.pyc(6.08 KB)
- logs
检测结果.mp4(6.48 MB)
原始视频.mp4(2.4 MB)
毕业论文.docx(3 MB)

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