机器视觉 - HALCON-DeepLearningTool 工具 - 用于深度学习视觉检测模型开发与部署

上传者: 45590420 | 上传时间: 2025-10-28 22:50:30 | 文件大小: 760.64MB | 文件类型: ZIP
本次提供的 halcon DeepLearningTool 是机器视觉软件 HALCON 集成的深度学习工具包,专为工业视觉检测场景设计,提供从数据标注、模型训练到推理部署的全流程深度学习开发支持。该工具包基于 HALCON 的机器视觉算法体系,内置多种预训练模型(如目标检测、图像分类、语义分割等),支持自定义数据集训练,可快速构建适用于缺陷检测、物体识别、字符识别等工业场景的深度学习解决方案。 工具核心功能包括:可视化数据标注工具(支持矩形框、像素级分割等标注方式)、模型训练引擎(支持迁移学习、增量训练,兼容 CPU/GPU 加速)、模型评估模块(提供准确率、召回率等量化指标)以及轻量化推理接口(可直接集成到生产环境)。同时支持与 HALCON 传统视觉算子结合,实现 "深度学习 + 传统算法" 的混合检测方案,兼顾检测精度与效率。 适用人群主要为工业机器视觉领域的算法工程师、自动化设备开发人员、智能制造企业的技术研发人员,以及高校从事机器视觉研究的师生,尤其适合需要快速将深度学习技术应用于工业检测场景的团队。 使用场景涵盖:电子制造业中的 PCB 板缺陷检测、汽车零部件表面瑕疵识别、包装行业的标签字符识别、物流领域的包裹分拣分类、医药行业的药瓶外观检测等。通过该工具,开发者可大幅缩短深度学习模型的开发周期,降低工业视觉系统的部署门槛。 其他说明:使用前需确保已安装对应版本的 HALCON 基础软件;工具包提供 C++、C#、Python 等多语言接口,方便集成到不同开发环境;建议搭配 HALCON 官方的深度学习示例数据集进行入门学习;部分高级功能(如自定义网络结构)需要具备一定的深度学习理论基础;工业场景中需注意图像采集质量对模型效果的影响,建议配合专业光学系统使用;技术问题可参考 HALCON 官方文档或 CSDN 社区的工业深度学习实践案例。

文件下载

资源详情

[{"title":"( 921 个子文件 760.64MB ) 机器视觉 - HALCON-DeepLearningTool 工具 - 用于深度学习视觉检测模型开发与部署","children":[{"title":"dlt-register.bat <span style='color:#111;'> 2.35KB </span>","children":null,"spread":false},{"title":"qt.conf <span style='color:#111;'> 52B </span>","children":null,"spread":false},{"title":"style.min.css <span style='color:#111;'> 38.80KB </span>","children":null,"spread":false},{"title":"halcon.dll <span style='color:#111;'> 62.07MB </span>","children":null,"spread":false},{"title":"halcondl.dll <span style='color:#111;'> 33.65MB </span>","children":null,"spread":false},{"title":"opengl32sw.dll <span style='color:#111;'> 19.68MB </span>","children":null,"spread":false},{"title":"halconcpp.dll <span style='color:#111;'> 8.17MB </span>","children":null,"spread":false},{"title":"Qt6GuiMVTec.dll <span style='color:#111;'> 6.91MB </span>","children":null,"spread":false},{"title":"Qt6WidgetsMVTec.dll <span style='color:#111;'> 5.83MB </span>","children":null,"spread":false},{"title":"Qt6CoreMVTec.dll <span style='color:#111;'> 5.41MB </span>","children":null,"spread":false},{"title":"Qt6QuickMVTec.dll <span style='color:#111;'> 4.82MB </span>","children":null,"spread":false},{"title":"Qt6QmlMVTec.dll <span style='color:#111;'> 4.15MB </span>","children":null,"spread":false},{"title":"d3dcompiler_47.dll <span style='color:#111;'> 3.98MB </span>","children":null,"spread":false},{"title":"libcrypto-1_1-x64.dll <span style='color:#111;'> 3.29MB </span>","children":null,"spread":false},{"title":"Qt6OpenGLMVTec.dll <span style='color:#111;'> 2.00MB </span>","children":null,"spread":false},{"title":"Qt6ChartsMVTec.dll <span style='color:#111;'> 1.65MB </span>","children":null,"spread":false},{"title":"libiomp5md.dll <span style='color:#111;'> 1.64MB </span>","children":null,"spread":false},{"title":"Qt6QuickTemplates2MVTec.dll <span style='color:#111;'> 1.55MB </span>","children":null,"spread":false},{"title":"qsqliteMVTec.dll <span style='color:#111;'> 1.47MB </span>","children":null,"spread":false},{"title":"qtquickcontrols2imaginestylemvtecplugin.dll <span style='color:#111;'> 1.45MB </span>","children":null,"spread":false},{"title":"Qt6NetworkMVTec.dll <span style='color:#111;'> 1.39MB </span>","children":null,"spread":false},{"title":"qwindowsMVTec.dll <span style='color:#111;'> 793.00KB </span>","children":null,"spread":false},{"title":"libssl-1_1-x64.dll <span style='color:#111;'> 674.00KB </span>","children":null,"spread":false},{"title":"msvcp140.dll <span style='color:#111;'> 612.73KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2materialstylemvtecplugin.dll <span style='color:#111;'> 588.00KB </span>","children":null,"spread":false},{"title":"Qt6QmlModelsMVTec.dll <span style='color:#111;'> 555.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2basicstylemvtecplugin.dll <span style='color:#111;'> 508.50KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2universalstylemvtecplugin.dll <span style='color:#111;'> 508.00KB </span>","children":null,"spread":false},{"title":"qwebpMVTec.dll <span style='color:#111;'> 504.50KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2nativestylemvtecplugin.dll <span style='color:#111;'> 503.00KB </span>","children":null,"spread":false},{"title":"Qt6ChartsQmlMVTec.dll <span style='color:#111;'> 492.50KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2fusionstylemvtecplugin.dll <span style='color:#111;'> 480.00KB </span>","children":null,"spread":false},{"title":"qjpegMVTec.dll <span style='color:#111;'> 437.50KB </span>","children":null,"spread":false},{"title":"qtiffMVTec.dll <span style='color:#111;'> 389.00KB </span>","children":null,"spread":false},{"title":"Qt6SvgMVTec.dll <span style='color:#111;'> 354.50KB </span>","children":null,"spread":false},{"title":"qtlabsplatformmvtecplugin.dll <span style='color:#111;'> 276.00KB </span>","children":null,"spread":false},{"title":"Qt6SqlMVTec.dll <span style='color:#111;'> 270.00KB </span>","children":null,"spread":false},{"title":"Qt6TestMVTec.dll <span style='color:#111;'> 267.50KB </span>","children":null,"spread":false},{"title":"qopensslbackendMVTec.dll <span style='color:#111;'> 267.00KB </span>","children":null,"spread":false},{"title":"qtgraphicaleffectsmvtecplugin.dll <span style='color:#111;'> 255.50KB </span>","children":null,"spread":false},{"title":"Qt6QuickControls2ImplMVTec.dll <span style='color:#111;'> 206.50KB </span>","children":null,"spread":false},{"title":"Qt6QuickShapesMVTec.dll <span style='color:#111;'> 196.50KB </span>","children":null,"spread":false},{"title":"msvcp140_2.dll <span style='color:#111;'> 181.38KB </span>","children":null,"spread":false},{"title":"Qt6LabsQmlModelsMVTec.dll <span style='color:#111;'> 172.00KB </span>","children":null,"spread":false},{"title":"Qt6QuickLayoutsMVTec.dll <span style='color:#111;'> 150.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2materialstyleimplmvtecplugin.dll <span style='color:#111;'> 143.00KB </span>","children":null,"spread":false},{"title":"qwindowsvistastyleMVTec.dll <span style='color:#111;'> 141.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2windowsstylemvtecplugin.dll <span style='color:#111;'> 133.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2imaginestyleimplmvtecplugin.dll <span style='color:#111;'> 127.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2fusionstyleimplmvtecplugin.dll <span style='color:#111;'> 110.50KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2universalstyleimplmvtecplugin.dll <span style='color:#111;'> 86.50KB </span>","children":null,"spread":false},{"title":"vcruntime140.dll <span style='color:#111;'> 83.23KB </span>","children":null,"spread":false},{"title":"qtgraphicaleffectsprivatemvtecplugin.dll <span style='color:#111;'> 73.50KB </span>","children":null,"spread":false},{"title":"Qt6QmlWorkerScriptMVTec.dll <span style='color:#111;'> 65.50KB </span>","children":null,"spread":false},{"title":"quicktoolingmvtecplugin.dll <span style='color:#111;'> 59.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2basicstyleimplmvtecplugin.dll <span style='color:#111;'> 56.00KB </span>","children":null,"spread":false},{"title":"Qt6QuickControls2MVTec.dll <span style='color:#111;'> 53.00KB </span>","children":null,"spread":false},{"title":"Qt6OpenGLWidgetsMVTec.dll <span style='color:#111;'> 46.00KB </span>","children":null,"spread":false},{"title":"vcruntime140_1.dll <span style='color:#111;'> 43.28KB </span>","children":null,"spread":false},{"title":"qicnsMVTec.dll <span style='color:#111;'> 43.00KB </span>","children":null,"spread":false},{"title":"msvcp140_atomic_wait.dll <span style='color:#111;'> 40.38KB </span>","children":null,"spread":false},{"title":"qgifMVTec.dll <span style='color:#111;'> 36.00KB </span>","children":null,"spread":false},{"title":"qicoMVTec.dll <span style='color:#111;'> 35.00KB </span>","children":null,"spread":false},{"title":"qsvgMVTec.dll <span style='color:#111;'> 29.00KB </span>","children":null,"spread":false},{"title":"qtgaMVTec.dll <span style='color:#111;'> 26.50KB </span>","children":null,"spread":false},{"title":"qwbmpMVTec.dll <span style='color:#111;'> 25.00KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2mvtecplugin.dll <span style='color:#111;'> 24.00KB </span>","children":null,"spread":false},{"title":"msvcp140_1.dll <span style='color:#111;'> 23.38KB </span>","children":null,"spread":false},{"title":"Qt6ConcurrentMVTec.dll <span style='color:#111;'> 23.00KB </span>","children":null,"spread":false},{"title":"quickwindowmvtecplugin.dll <span style='color:#111;'> 19.50KB </span>","children":null,"spread":false},{"title":"qtquicktemplates2mvtecplugin.dll <span style='color:#111;'> 19.50KB </span>","children":null,"spread":false},{"title":"qmlshapesmvtecplugin.dll <span style='color:#111;'> 19.00KB </span>","children":null,"spread":false},{"title":"qtchartsqml2mvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"particlesmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qquicklayoutsmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qmllocalstoragemvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtquick2mvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtquickdialogs2quickimplmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtquickdialogsmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtquicktimelinemvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtquickcontrols2implmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"labsmodelsmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qtqmlstatemachinemvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qmlxmllistmodelmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"qmlmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"workerscriptmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"modelsmvtecplugin.dll <span style='color:#111;'> 18.50KB </span>","children":null,"spread":false},{"title":"dltool.exe <span style='color:#111;'> 5.77MB </span>","children":null,"spread":false},{"title":"rotate_region.gif <span style='color:#111;'> 251.33KB </span>","children":null,"spread":false},{"title":"label_objectdetection1.gif <span style='color:#111;'> 225.13KB </span>","children":null,"spread":false},{"title":"toggle_labels.gif <span style='color:#111;'> 216.93KB </span>","children":null,"spread":false},{"title":"label_multiselect.gif <span style='color:#111;'> 133.05KB </span>","children":null,"spread":false},{"title":"label_objectdetection2.gif <span style='color:#111;'> 110.73KB </span>","children":null,"spread":false},{"title":"orientation_change.gif <span style='color:#111;'> 73.03KB </span>","children":null,"spread":false},{"title":"review_corr_orient.gif <span style='color:#111;'> 40.03KB </span>","children":null,"spread":false},{"title":"pretrained_dl_classifier_alexnet.hdl <span style='color:#111;'> 269.14MB </span>","children":null,"spread":false},{"title":"pretrained_deep_ocr_recognition.hdl <span style='color:#111;'> 169.73MB </span>","children":null,"spread":false},{"title":"iog.hdl <span style='color:#111;'> 126.86MB </span>","children":null,"spread":false},{"title":"pretrained_dl_classifier_resnet50.hdl <span style='color:#111;'> 90.84MB </span>","children":null,"spread":false},{"title":"pretrained_dl_classifier_enhanced.hdl <span style='color:#111;'> 39.69MB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多,未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明