This project forked from liang-yc/lgp_mura_detector
导光板缺陷检测(a simple mura detect project)
该项目用于导光板(Light Guide Plate)的缺陷检测,检测的缺陷类型为线缺陷(mura?)。通过对输入图像进行处理，标记图像中存在的缺陷位置。（目前尚未完成）
该方法包含以下几个步骤：
| 图像 | 说明 | |
|---|---|---|
| 输入 |  |
原始图像，缺陷所处像素与周围像素非常接近 |
| 裁剪 |  |
裁掉了部分背景，保留导光板部分。（当时手动裁了） |
| 直方图均衡化 |  |
此时可以较为容易地看到需要检测的那条曲线。 |
| 二值化 |  |
|
| 膨胀腐蚀 |  |
形态学操作 |
| 连通区域检测 |  |
|
| 输出 |  |
图中有颜色部分即为检测到的缺陷部分 |
gt1.jpg,gt2.jpg以及gt3.jpg为标注图像；1.BMP,2.BMP以及3.PNG为对应图像裁剪后的图像；detect.cpp即为本项目代码文件。1.硬件环境：Windows 7x64，i3处理器； 2.软件环境：VS2013, openCV 3.0
有空在学习下Halcon。目前Halcon 1.2的mura detector的例子不能正常检测出缺陷。
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.