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OpenCV学堂 / OpenCV课程资料

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OpenCV课程资料

内容介绍

此仓库主要是B站课程的图像资料与源码下载!此外还包括我在51CTO,网易云课堂,CSDN学院上课程的图像与视频数据资料! 同时还有大量的C++与Python的OpenCV算法演示代码,极具参考价值!

B站视频学习

我录制了30课时的OPenCV4 C++版本的免费视频,在B站 提供给大家免费学习,需要直接点击下面地址即可 OpenCV4.x C++快速入门视频教程 https://www.bilibili.com/video/BV1i54y1m7tw

更多视频教程搜索B站【OpenCV学堂】

CV开发工程师全栈技术路线图专题(2023版本)

系统化掌握传统视觉与深度学习主流模型 OpenCV+OpenVINO+Pytorch

  • OpenCV开发基础
    掌握图象与视频读写,基础函数知识,HighGUI与Core模块像素操作,图形操作,图象统计信息与直方图相关应用。

  • 图象卷积
    理解图象卷积概念与相关函数知识,掌握常见的模糊、锐化、增强、去噪、梯度等卷积操作

  • 二值图象分析
    掌握图象二值化各种方法与技巧,学会CCL,轮廓发现,对象测量,轮廓分析,直线与圆检测等二值分析方法,掌握图象形态学应用操作技巧

  • 视频分析
    掌握图象色彩空间转化技巧,视频背景提取、角点特征与光流分析法、理解颜色对象跟踪、光流跟踪、均值迁移跟踪等算法原理与代码演示

  • 特征提取
    掌握图象特征提取的基本方法与相关函数知识,理解ORB特征描述子、SIFT特征描述子提取原理,图象透视变换与特征匹配基本原理与应用演示

  • 深度神经网络
    掌握OpenCV DNN模块基于深度神经网络的对象检测模型的推理调用与输出解析,包括SSD、Faster-RCNN、YOLOv4、高实时人脸检测模型的使用与加速技巧。

  • 经典案例实战
    星云测量与编码、工业刀片缺陷检测、自定义对象检测、二维码定位检测 图像分割与色彩提取、文档处理与对齐、图象对齐与拼接、条码标签有无检测与定位

  • Pytorch深度学习
    掌握pytorch深度学习框架在计算机视觉领域的开发技术,理解卷积神经网络的基础知识,学会使用相关的网络模型完成图像分类、对象检测、语义分割等视觉任务。以及如何把训练好的网络真正部署到实际开发环境中去,学以致用,做一个合格的CV开发工程师

  • YOLOv5对象检测
    YOLOv5模型迁移学习数据集制作与配置,模型训练参数详解与调优,可视化训练与导出,模型转ONNX,XML,Engine方式,模型部署在CPU与GPU之上推理加速框架。

  • OpenVINO2022计算机视觉模型部署与加速教程
    学习深度学习模型部署与加速技术

  • 适合人群:
    主要针对传统图象处理与深度学习模型部署使用,主要适合懂深度学习,但是不懂传统图象处理的人群,或者需要深入系统化学习CV的开发者。

  • 扫码查看课程目录与学习!

联系方式

QQ:57558865 注明:opencv即可

邮件:57558865@qq.com

微信:bfnh2qxx 注明 合作

非技术合作请勿加微信

微博 : http://weibo.com/u/3181256271

CSDN博客地址: http://blog.csdn.net/jia20003

OpenCV学堂课程主页:https://appetjpz4tj8166.h5.xiaoeknow.com/

OpenCV学堂 微信公众号

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此仓库主要是B站课程的图像资料与源码下载!此外还包括我在51CTO,网易云课堂,CSDN学院上课程的图像与视频数据资料! 展开 收起
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