收藏的博客 -- OpenCV/kornia/Pillow/Halcon/NI Vision/MIL/*计算机视觉
OpenCV官网
https://opencv.org/releases.html
https://answers.opencv.org/questions/
https://sourceforge.net/projects/opencvlibrary/files/
https://github.com/opencv/opencv
https://github.com/opencv/opencv_contrib
https://answers.opencv.org/questions/ -- 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
https://github.com/emgucv/emgucv Emgu CV is a cross platform .Net wrapper to the OpenCV
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/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://github.com/python-pillow/Pillow
https://pypi.org/project/Pillow/
halcon官网
https://www.mvtec.com/products/halcon/ 官网
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
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://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://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++
https://github.com/davisking/dlib
ccv:A Modern Computer Vision Library
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
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
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)
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
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
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/
转发:https://libaineu2004.blog.csdn.net/article/details/88778170