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python源码|钢丝绳缺陷检测与语音提示系统

  • 2026-03-23 20:13:31
python源码|钢丝绳缺陷检测与语音提示系统

python源码|钢丝绳缺陷检测与语音提示系统

【项目详细介绍】
基于深度学习的【钢丝绳缺陷检测】与语音提示系统【python源码+Pyqt5界面+数据集+训练代码】
【核心技术栈】
YOLO26，Pytroch, OpenCV, Pyqt5
【系统功能】
双类别缺陷检测：精准识别钢丝绳的 “断裂” 和 “雷击” 两类缺陷。
多源检测支持：兼容单张图片、批量图片、视频及摄像头实时检测。
声光双重预警：检测到缺陷后，界面显示 “异常”，同步触发语音警报。
实时信息展示：界面显示缺陷数量、类别、置信度、坐标、检测用时等核心数据。
检测结果保存：检测后的图片 / 视频保存至指定目录，图片检测结果导出 CSV 归档。
【源码获取方式】
关注公众号【阿旭算法与机器学习】，号内发送【源码】获取下载地址
#AI#人工智能#Python源码分享 #毕业设计 #钢丝绳缺陷检测

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  138. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  139. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/runtime/temp/067d451b9a0c665040f3f1bdd3293d68.php ( 11.98 KB )
  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000760s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000990s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000549s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000554s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001015s ]
  6. SELECT * FROM `set` [ RunTime:0.000434s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001453s ]
  8. SELECT * FROM `article` WHERE `id` = 482425 LIMIT 1 [ RunTime:0.000656s ]
  9. UPDATE `article` SET `lasttime` = 1774601275 WHERE `id` = 482425 [ RunTime:0.004796s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000425s ]
  11. SELECT * FROM `article` WHERE `id` < 482425 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001895s ]
  12. SELECT * FROM `article` WHERE `id` > 482425 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000697s ]
  13. SELECT * FROM `article` WHERE `id` < 482425 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002697s ]
  14. SELECT * FROM `article` WHERE `id` < 482425 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003943s ]
  15. SELECT * FROM `article` WHERE `id` < 482425 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.008019s ]
0.169103s