https://github.com/itisyang/imageminilab

opencv-python 应用
https://github.com/itisyang/imageminilab

deep-learning image machine-learning opencv opencv-python pyqt5

Last synced: 2 months ago
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opencv-python 应用

• Host: GitHub
• URL: https://github.com/itisyang/imageminilab
• Owner: itisyang
• License: gpl-3.0
• Created: 2017-05-27T14:12:00.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2023-01-27T10:05:35.000Z (almost 3 years ago)
• Last Synced: 2025-04-11T19:52:14.766Z (8 months ago)
• Topics: deep-learning, image, machine-learning, opencv, opencv-python, pyqt5
• Language: Python
• Homepage:
• Size: 799 KB
• Stars: 113
• Watchers: 2
• Forks: 29
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# ImageMiniLab  

[![GitHub issues](https://img.shields.io/github/issues/itisyang/ImageMiniLab.svg)](https://github.com/itisyang/ImageMiniLab/issues)

[![GitHub stars](https://img.shields.io/github/stars/itisyang/ImageMiniLab.svg)](https://github.com/itisyang/ImageMiniLab/stargazers)

[![GitHub forks](https://img.shields.io/github/forks/itisyang/ImageMiniLab.svg)](https://github.com/itisyang/ImageMiniLab/network)

[![GitHub release](https://img.shields.io/github/release/itisyang/ImageMiniLab.svg)](https://github.com/itisyang/ImageMiniLab/releases)

![language](https://img.shields.io/badge/language-python-DeepPink.svg)

[![GitHub license](https://img.shields.io/github/license/itisyang/ImageMiniLab.svg)](https://github.com/itisyang/ImageMiniLab/blob/master/LICENSE)

![logo](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/ImageMiniLab.png)  

图像迷你实验室，可进行图像实验，图像处理，图像分析。  

## 食用指南  

- 项目环境：PyQt6 + Qt Designer + Python 3.x  

- ui编译：`python -m PyQt6.uic.pyuic ImageMiniLabUI.ui -o ImageMiniLabUI.py`  

- 包：opencv-python、PyQt6、numpy  

## todo list  

:white_check_mark: 灰度化  

:white_check_mark: 反转  

:white_check_mark: 通道分离  

:white_check_mark: 噪声、滤波  

:white_check_mark: 高斯双边滤波  

:white_check_mark: 均值偏移滤波  

:white_check_mark: 图像二值化  

:white_check_mark: Canny边缘检测  

:white_check_mark: 直线检测  

:white_check_mark: 圆检测  

:white_check_mark: 轮廓发现  

:white_large_square: 分水岭分割  

:white_large_square: 图像开闭操作  

:white_check_mark: 人脸检测  

:white_large_square: 验证码识别  

![灰度化](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/灰度化.jpg)

![反转](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/反转.jpg)

![通道分离](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/通道分离.jpg)

![高斯噪声滤波](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/高斯噪声滤波.jpg)

![高斯双边滤波](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/高斯双边滤波.jpg)

![均值偏移滤波](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/均值偏移滤波.jpg)

![图像二值化](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/图像二值化.jpg)

![Canny边缘检测](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/Canny边缘检测.jpg)

![人脸识别](https://cdn.staticaly.com/gh/itisyang/MyImages@master/images/人脸识别.jpg)