OpenCV/kornia/Pillow/Halcon/NI Vision/MIL/*计算机视觉资料汇总

版权声明:本文为CSDN博主「libaineu2004」的原创文章,遵循CC 4.0 BY-SA版权协议,转载请附上原文出处链接及本声明。
原文链接:https://blog.csdn.net/libaineu2004/article/details/88778170

OpenCV官网

https://opencv.org/releases.html

https://docs.opencv.org/

https://answers.opencv.org/questions/

https://sourceforge.net/projects/opencvlibrary/files/

https://github.com/opencv/opencv

https://github.com/opencv/opencv_contrib

https://forum.opencv.org/ -- 英文论坛

http://www.opencv.org.cn/forum/forum.php -- 中文论坛

https://github.com/opencv/dldt -- OpenVino 深度学习 

OpenCV书籍

《学习OpenCV 3(中文版)》 作者:Adrian Kaehler/Gary Bradski 出版社:清华大学出版社

https://github.com/oreillymedia/Learning-OpenCV-3_examples

《OpenCV实例精解》作者:David Millán Escrivá 出版社:机械工业出版社

《OpenCV 4计算机视觉项目实战(原书第2版)》作者:David Millán Escrivá 出版社:机械工业出版社

https://github.com/PacktPublishing/Learn-OpenCV-4-By-Building-Projects-Second-Edition

本书提供了一个PDF文件,其中包含书中使用的屏幕截图/图表的彩色图像:https://www.packtpub.com/sites/default/files/downloads/9781789341225_ColorImages.pdf

《OpenCV计算机视觉编程攻略 第3版》作者:Robert Laganière 出版社:人民邮电出版社

OpenCV GitHub热门资源

https://github.com/yoyoyo-yo/Gasyori100knock 画像処理100本

https://github.com/gzr2017/ImageProcessing100Wen 图像处理100问

https://www.learnopencv.com/ Satya Mallick,计算机视觉博士,大牛的官网

https://github.com/spmallick/learnopencv Satya Mallick,计算机视觉博士,大牛的开源

https://github.com/makelove/OpenCV-Python-Tutorial OpenCV问答群

https://github.com/spmallick/learnopencv Learn OpenCV : C++ and Python Examples

https://github.com/dmilos/color RGB, HSL, HSV, CMY, CMYK, YIQ, YUV格式转换

https://github.com/rodlie/cyan Cyan Image Editor

https://github.com/Dovyski/cvui A (very) simple UI lib built on top of OpenCV

https://github.com/wjakob/nanogui Minimalistic GUI library for OpenGL

https://github.com/shimat/opencvsharp .NET Framework wrapper for OpenCV,C#版本

https://github.com/emgucv/emgucv Emgu CV is a cross platform .Net wrapper to the OpenCV,C#版本

https://sourceforge.net/projects/emgucv/files/emgucv/ cross platform .Net wrapper for OpenCV

https://github.com/andrewssobral/bgslibrary A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT

https://github.com/opencv-ai/superannotate 快速图像视频标注软件

https://github.com/tzutalin/labelImg a graphical image annotation tool 标注工具by python

https://gitee.com/zeusees/HyperLabelImg 标注工具by c++

https://gitee.com/zeusees/HyperLPR 车牌识别库,基于深度学习高性能中文车牌识别

https://github.com/openalpr/openalpr 车牌识别库 ++ https://github.com/yakupdemir06/ParkYerimDesktop

https://gitee.com/easypr/EasyPR EasyPR是一个中文的开源项目,车牌识别系统

https://github.com/spytensor

https://github.com/fengzhenHIT 哈工大博士

https://github.com/PacktPublishing/Computer-Vision-with-OpenCV-3-and-Qt5

kornia官网

基于Pytorch,OpenCV创始人发布新开源视觉库Kornia。

Kornia 是一个基于 PyTorch 的可微分的计算机视觉 (differentiable computer vision) 开源库。Kornia 不仅仅是将 OpenCV 的功能用 PyTorch 重新实现,它同时也将一些传统视觉中不可微的操作可微化,譬如说裁切 (crop) 操作便是通过透视变换 (Perspective transform) 与仿射变换 (Affine transform) 实现的。

https://github.com/kornia/kornia

Pillow官网

https://python-pillow.org/

https://github.com/python-pillow/Pillow

https://pypi.org/project/Pillow/

halcon官网

https://www.mvtec.com/products/halcon/ 官网

http://www.ihalcon.com/ 中文论坛

https://www.51halcon.com/thread-55-1-1.html Halcon12下载,推荐使用

https://www.51halcon.com/thread-786-1-1.html Halcon13下载,不推荐,因为pj dll会降低算子速度

https://www.51halcon.com/thread-954-1-1.html Halcon17下载,推荐使用

https://www.51halcon.com/thread-3932-1-1.html Halcon Evaluation License

《机器视觉算法与应用(第2版)》halcon作者写的书,[德]卡斯特恩·斯蒂格(Carsten Steger),清华大学出版社

halcon博客集

https://blog.csdn.net/ymj7150697/category_8002603.html PCB检测

https://blog.csdn.net/dlh_sycamore/article/details/87886198 基于深度学习的印刷电路板瑕疵识别

https://www.cnblogs.com/xiaomaLV2 

https://www.cnblogs.com/xh6300/

https://www.cnblogs.com/hanzhaoxin/category/658995.html

https://face2ai.com/ 谭升的博客

https://blog.csdn.net/u013404374 SRT字符不够的博客

https://blog.csdn.net/u013698770 罗泽

https://blog.csdn.net/cashmood 小邢同学

https://blog.csdn.net/liubing8609 机器视觉001

https://blog.csdn.net/weixin_44490080 aaaaabin

https://blog.csdn.net/qq21497936 红胖子(红模仿)

http://www.360doc.com/userhome.aspx?userid=10724725 360图书馆

halcon开源模仿者

https://github.com/yanglei50/OpenHalcon c#源码实现,需要.net 4.7.2以上版本

https://www.cnblogs.com/Malcon/

计算机视觉领域(CV)或者泛AI有哪些好的博客/公众号?

https://www.zhihu.com/question/424404184

Fiji

是一个图像处理软件包-ImageJ的“含电池”发行版,捆绑了许多有助于科学图像分析的插件。

https://fiji.sc/

https://github.com/fiji/Auto_Threshold

https://github.com/fiji/Auto_Local_Threshold

康耐视VisionPro

https://www.cognex.cn/zh-cn/products/machine-vision/vision-software/visionpro-software

NI Vision 开发环境

LABVIEW是NI的编程平台。VISION是视觉开发包,vision assistant是视觉助手。

开发平台:LabVIEW
使用VB、VC、C#等其他平台开发时可以不装。
视觉开发包:NI Vision Development Module(VDM)
NI视觉必备,包括NI视觉所有图像处理函数库、NI Vision Assistant(视觉助手)
视觉自动检验生成器:NI Vision Builder For Automation Inspection(VBAI)
NI官方基于VDM开发的视觉应用软件,使用该软件进行快速验证,做一些静态的或只有数据传递的视觉项目。
视觉采集软件:NI Vision Acquistin Software(VAS)
需要调用IMAQdx/IMAQ来驱动相机采集图像时需要此软件。
激活软件:NI License Activator
 

MIL官网:Matrox Imaging Library

https://www.matrox.com/imaging/en/

Open eVision 图像处理库

https://www.euresys.com/cn/products/machine-vision-software/

scikit-image(简称skimage)

官网:Image processing in Python

scikit-image是基于scipy的一款图像处理包,它将图片作为numpy数组进行处理,正好与matlab一样.

https://scikit-image.org/

https://github.com/scikit-image/scikit-image

https://github.com/Image-Py/imagepy

STB图像库

此库仅包含头文件,除stretchy_buffer.h外,其它所有文件以前缀stb开头,每个头文件的作用及用法在每个头文件的开始部分都作了介绍。下面仅对与图像相关的头文件的作用及使用进行简单的说明,当仅需要将图像数据载入内存、或进行缩放操作、或保存图像时使用stb会非常方便,因为仅需要include一个或三个头文件即可,不需要额外图像处理库的依赖,如libjpeg、libpng、opencv等:支持的图像文件格式包括JPEG、PNG、TGA、BMP、PSD、GIF、HDR、PIC、PNM,使用到的函数主要为:stbi_load,参数依次为:图像文件名(filename),获取图像宽(x),获取图像高(x),获取图像通道数(channels_in_file)、指定期望的通道数(desired_channels,若为0则不做颜色空间变换),此函数正常返回图像数据指针,否则返回NULL;支持图像加载,缩放和保存。

https://github.com/nothings/stb

Dlib

A toolkit for making real world machine learning and data analysis applications in C++

http://dlib.net/

https://github.com/davisking/dlib

ccv:A Modern Computer Vision Library

http://libccv.org/

https://github.com/liuliu/ccv

Halide

MIT计算机科学和人工智能实验室的研究人员创造出一种专门设计简化图像处理的程序语言Halide

https://github.com/halide/Halide

Qt ROI

https://github.com/gavrus/SampleMaker

https://github.com/JonglockYoon/QT-qroilib

https://github.com/AntonioRedondo/ImageFeatureDetector

http://www.ihalcon.com/read-14013.html  基于Qt+Halcon的交互式ROI操作;C# ViewROI

QVision

基于QT的面向对象的多平台计算机视觉库,可以方便的创建图形化应用程序,算法库主要从 OpenCV,GSL,CGAL,IPP,Octave 等高性能库借鉴而来。

https://sourceforge.net/projects/qvision/files/

https://download.csdn.net/download/ssuperliang/8520485

https://github.com/wyyrepo/QVision

ImageProcessor

A .NET Library For On-The-Fly Processing Of Images.ImageProcessor is a collection of lightweight libraries written in C# that allows you to manipulate images on-the-fly using .NET 4.5+.

https://imageprocessor.org/

https://github.com/JimBobSquarePants/ImageProcessor

机器视觉,人脸识别

https://blog.csdn.net/LG1259156776

https://www.cnblogs.com/AdaminXie

https://github.com/coneypo/Dlib_face_recognition_from_camera

https://github.com/Ewenwan/MVision 无人驾驶

 https://github.com/CMU-Perceptual-Computing-Lab/openpose 人体检测

https://github.com/symisc/sod 嵌入式视觉库

A tool using OpenCV to annotate images for image classification, optical character reading

https://github.com/christopher5106/FastAnnotationTool

https://github.com/jiafeng5513/Evision 计算机视觉实践和探索

https://blog.csdn.net/monk1992/article/details/81869478 机器视觉开源代码集合

laviewpbt

https://www.cnblogs.com/Imageshop/

https://www.cnblogs.com/Imageshop/p/3308782.html

https://github.com/tannerhelland/PhotoDemon

https://blog.csdn.net/u013165921 笔尖

https://blog.csdn.net/qq21497936 红胖子(红模仿)

邹宇华

https://blog.csdn.net/chenyusiyuan

OpenCV学习笔记(25)基于MFC和OpenCV的摄像机定标与立体匹配测试程序(20140505更新)

https://github.com/yuhuazou/StereoVision

毛星云,网络ID「浅墨」,《OpenCV3编程入门》作者
https://blog.csdn.net/poem_qianmo
https://blog.csdn.net/poem_qianmo/article/details/44416709
https://github.com/QianMo

贾志刚,《OpenCV Android开发实战》作者
https://blog.csdn.net/jia20003

https://cloud.tencent.com/developer/user/1557172

https://cloud.tencent.com/developer/column/2289

https://github.com/gloomyfish1998
https://github.com/imageprocessor/cv4j

贺一家,中科院自动化所博士

https://blog.csdn.net/heyijia0327

https://github.com/HeYijia/VINS-Course

https://github.com/MegviiRobot/CamLaserCalibraTool

SIFT算法详解/SURF缺陷检测

https://blog.csdn.net/zddblog/article/details/7521424

https://www.zhihu.com/question/23371175

https://blog.csdn.net/keith_bb/article/details/70231508

https://blog.csdn.net/yhhyhhyhhyhh/article/details/54407916

https://github.com/2010yhh/DetectFeaturePoint

https://blog.csdn.net/gwplovekimi/article/details/80019589

袁勇

http://yongyuan.name/cn/

http://yongyuan.name/blog/SIFT(ASIFT)-Matching-with-RANSAC.html

https://github.com/willard-yuan/opencv-practical-code

https://github.com/willard-yuan/cvtk

jsxyhelu

http://jsxyhelu.cnblogs.com/

https://github.com/jsxyhelu

https://blog.csdn.net/guoyunfei123/article/details/81079814

https://blog.csdn.net/clever101

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题外话:OpenGL

https://www.opengl.org/resources/libraries/

http://www.opengl.org/resources/libraries/glut/glut37.zip

http://freeglut.sourceforge.net/

https://sourceforge.net/projects/freeglut/files/freeglut/

题外话:FreeImage

FreeImage 是一款免费的、开源的、跨平台(Windows 、Linux 和Mac OS X )的,支持20 多种图像类型的(如BMP 、JPEG 、GIF 、PNG 、TIFF 等)图像处理库。

https://freeimage.sourceforge.io/

题外话:Cximage

https://sourceforge.net/projects/cximage/

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