test

src/.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

src/.idea/.name

@@ -0,0 +1 @@
+main.py

src/.idea/Image_Processing.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

src/.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,12 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N802" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

src/.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

src/.idea/misc.xml

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (python38)" project-jdk-type="Python SDK" />
+</project>

src/.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Image_Processing.iml" filepath="$PROJECT_DIR$/.idea/Image_Processing.iml" />
+    </modules>
+  </component>
+</project>

src/README.md

@@ -0,0 +1,65 @@
+# 图像处理程序
+
+这是一个基于opencv和pytorch的图像处理程序，实现了模糊、锐化、边缘检测等图像处理基本功能，提供了图像矫正等实际应用，以及基于深度学习的图像/视频风格迁移功能，采用pyqt5制作图形化用户界面。
+
+## 项目背景
+
+图像处理是计算机视觉领域的一个重要分支，它涉及到对图像进行各种操作，如滤波、增强、变换、分割、检测等，以达到改善图像质量、提取图像信息、增加图像效果等目的。图像处理的应用场景非常广泛，如医学影像、卫星遥感、人脸识别、数字水印等。
+
+随着深度学习技术的发展，图像处理也出现了一些新的方法和应用，如风格迁移、超分辨率、图像生成等。这些方法利用深度神经网络来学习图像之间的映射关系或潜在特征，从而实现对图像的高级处理。
+
+本项目是一个基于opencv和pytorch的图像处理程序，旨在结合传统的图像处理方法和深度学习方法，实现一些常见的图像处理功能和应用，并提供一个友好的图形化用户界面，方便用户使用。本项目可以作为一个学习和交流的平台，也可以作为一个实用的工具，为用户提供高效和高质量的图像处理服务。
+
+## 功能特性
+
+- 基本功能，包括图像缩放、图像调节、灰度化、二值化、反相、浮雕、模糊、锐化、边缘检测、旋转
+- 实际应用，利用高斯滤波和开闭运算计算矩形顶点，通过透视变化进行图像矫正
+- 高级功能，基于pytorch深度学习实现图像风格迁移，进一步改进后实现视频风格迁移
+- 图形界面，集成了多种功能，可以方便地打开、处理、刷新、保存图片，并直观地展现原图和处理后图片的差别
+
+## 环境依赖
+
+- Python 3.9
+- Anaconda
+
+## 部署步骤
+
+1. 克隆项目到本地
+
+```bash
+git clone ssh
+```
+
+2. 配置Anaconda及pytorch
+
+参考以下博客：
+https://blog.csdn.net/weixin_52836217/article/details/126674089
+
+3. 安装依赖库
+
+```bash
+pip install -r requirements.txt
+```
+
+4. 运行主程序
+
+```bash
+python main.py
+```
+
+## 目录结构描述
+
+
+- UI：存放QtDesigner设计的ui文件及转化后的py文件
+- image：程序工作过程需要调用的图片
+- original：原图
+- sample：视频示例
+- style：风格图片
+- style.pth：训练后的风格模型
+- main.py: 主程序入口文件
+- README.md: 项目说明文件
+
+## 贡献
+- 华东师范大学 张宜添
+- 华东师范大学 马鼎
+- 华东师范大学 张国帅

src/UI/BaseAdjustDialog.py

@@ -0,0 +1,117 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'BaseAdjustDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.9
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_baseAdjustDialog(object):
+    def setupUi(self, baseAdjustDialog):
+        baseAdjustDialog.setObjectName("baseAdjustDialog")
+        baseAdjustDialog.resize(384, 424)
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(baseAdjustDialog)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.widget = QtWidgets.QWidget(baseAdjustDialog)
+        self.widget.setObjectName("widget")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.widget)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.bright = QtWidgets.QLabel(self.widget)
+        self.bright.setObjectName("bright")
+        self.horizontalLayout.addWidget(self.bright)
+        spacerItem = QtWidgets.QSpacerItem(280, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout.addItem(spacerItem)
+        self.brightLabel = QtWidgets.QLabel(self.widget)
+        self.brightLabel.setObjectName("brightLabel")
+        self.horizontalLayout.addWidget(self.brightLabel)
+        self.verticalLayout_2.addWidget(self.widget)
+        self.brightSlider = QtWidgets.QSlider(baseAdjustDialog)
+        self.brightSlider.setMinimum(-100)
+        self.brightSlider.setMaximum(100)
+        self.brightSlider.setOrientation(QtCore.Qt.Horizontal)
+        self.brightSlider.setObjectName("brightSlider")
+        self.verticalLayout_2.addWidget(self.brightSlider)
+        self.widget_2 = QtWidgets.QWidget(baseAdjustDialog)
+        self.widget_2.setObjectName("widget_2")
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.widget_2)
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.contrast = QtWidgets.QLabel(self.widget_2)
+        self.contrast.setObjectName("contrast")
+        self.horizontalLayout_2.addWidget(self.contrast)
+        spacerItem1 = QtWidgets.QSpacerItem(267, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout_2.addItem(spacerItem1)
+        self.contrastLabel = QtWidgets.QLabel(self.widget_2)
+        self.contrastLabel.setObjectName("contrastLabel")
+        self.horizontalLayout_2.addWidget(self.contrastLabel)
+        self.verticalLayout_2.addWidget(self.widget_2)
+        self.contrastSlider = QtWidgets.QSlider(baseAdjustDialog)
+        self.contrastSlider.setMinimum(-100)
+        self.contrastSlider.setMaximum(100)
+        self.contrastSlider.setOrientation(QtCore.Qt.Horizontal)
+        self.contrastSlider.setObjectName("contrastSlider")
+        self.verticalLayout_2.addWidget(self.contrastSlider)
+        self.widget_3 = QtWidgets.QWidget(baseAdjustDialog)
+        self.widget_3.setObjectName("widget_3")
+        self.horizontalLayout_3 = QtWidgets.QHBoxLayout(self.widget_3)
+        self.horizontalLayout_3.setObjectName("horizontalLayout_3")
+        self.saturability = QtWidgets.QLabel(self.widget_3)
+        self.saturability.setObjectName("saturability")
+        self.horizontalLayout_3.addWidget(self.saturability)
+        spacerItem2 = QtWidgets.QSpacerItem(267, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout_3.addItem(spacerItem2)
+        self.saturabilityLabel = QtWidgets.QLabel(self.widget_3)
+        self.saturabilityLabel.setObjectName("saturabilityLabel")
+        self.horizontalLayout_3.addWidget(self.saturabilityLabel)
+        self.verticalLayout_2.addWidget(self.widget_3)
+        self.saturabilitySlider = QtWidgets.QSlider(baseAdjustDialog)
+        self.saturabilitySlider.setMinimum(-100)
+        self.saturabilitySlider.setMaximum(100)
+        self.saturabilitySlider.setOrientation(QtCore.Qt.Horizontal)
+        self.saturabilitySlider.setObjectName("saturabilitySlider")
+        self.verticalLayout_2.addWidget(self.saturabilitySlider)
+        self.widget_4 = QtWidgets.QWidget(baseAdjustDialog)
+        self.widget_4.setObjectName("widget_4")
+        self.horizontalLayout_4 = QtWidgets.QHBoxLayout(self.widget_4)
+        self.horizontalLayout_4.setObjectName("horizontalLayout_4")
+        self.warm = QtWidgets.QLabel(self.widget_4)
+        self.warm.setObjectName("warm")
+        self.horizontalLayout_4.addWidget(self.warm)
+        spacerItem3 = QtWidgets.QSpacerItem(267, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout_4.addItem(spacerItem3)
+        self.warmLabel = QtWidgets.QLabel(self.widget_4)
+        self.warmLabel.setObjectName("warmLabel")
+        self.horizontalLayout_4.addWidget(self.warmLabel)
+        self.verticalLayout_2.addWidget(self.widget_4)
+        self.warmSlider = QtWidgets.QSlider(baseAdjustDialog)
+        self.warmSlider.setMinimum(-100)
+        self.warmSlider.setMaximum(100)
+        self.warmSlider.setOrientation(QtCore.Qt.Horizontal)
+        self.warmSlider.setObjectName("warmSlider")
+        self.verticalLayout_2.addWidget(self.warmSlider)
+        self.dialogBtnBox = QtWidgets.QDialogButtonBox(baseAdjustDialog)
+        self.dialogBtnBox.setOrientation(QtCore.Qt.Horizontal)
+        self.dialogBtnBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Ok)
+        self.dialogBtnBox.setObjectName("dialogBtnBox")
+        self.verticalLayout_2.addWidget(self.dialogBtnBox)
+
+        self.retranslateUi(baseAdjustDialog)
+        self.dialogBtnBox.accepted.connect(baseAdjustDialog.accept) # type: ignore
+        self.dialogBtnBox.rejected.connect(baseAdjustDialog.reject) # type: ignore
+        QtCore.QMetaObject.connectSlotsByName(baseAdjustDialog)
+
+    def retranslateUi(self, baseAdjustDialog):
+        _translate = QtCore.QCoreApplication.translate
+        baseAdjustDialog.setWindowTitle(_translate("baseAdjustDialog", "基础调整"))
+        self.bright.setText(_translate("baseAdjustDialog", "亮度"))
+        self.brightLabel.setText(_translate("baseAdjustDialog", "0"))
+        self.contrast.setText(_translate("baseAdjustDialog", "对比度"))
+        self.contrastLabel.setText(_translate("baseAdjustDialog", "0"))
+        self.saturability.setText(_translate("baseAdjustDialog", "饱和度"))
+        self.saturabilityLabel.setText(_translate("baseAdjustDialog", "0"))
+        self.warm.setText(_translate("baseAdjustDialog", "暖色调"))
+        self.warmLabel.setText(_translate("baseAdjustDialog", "0"))

src/UI/BaseAdjustDialog.ui

@@ -0,0 +1,248 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>baseAdjustDialog</class>
+ <widget class="QDialog" name="baseAdjustDialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>384</width>
+    <height>424</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>基础调整</string>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout_2">
+   <item>
+    <widget class="QWidget" name="widget" native="true">
+     <layout class="QHBoxLayout" name="horizontalLayout">
+      <item>
+       <widget class="QLabel" name="bright">
+        <property name="text">
+         <string>亮度</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <spacer name="horizontalSpacer">
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+        <property name="sizeHint" stdset="0">
+         <size>
+          <width>280</width>
+          <height>20</height>
+         </size>
+        </property>
+       </spacer>
+      </item>
+      <item>
+       <widget class="QLabel" name="brightLabel">
+        <property name="text">
+         <string>0</string>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+   </item>
+   <item>
+    <widget class="QSlider" name="brightSlider">
+     <property name="minimum">
+      <number>-100</number>
+     </property>
+     <property name="maximum">
+      <number>100</number>
+     </property>
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QWidget" name="widget_2" native="true">
+     <layout class="QHBoxLayout" name="horizontalLayout_2">
+      <item>
+       <widget class="QLabel" name="contrast">
+        <property name="text">
+         <string>对比度</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <spacer name="horizontalSpacer_2">
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+        <property name="sizeHint" stdset="0">
+         <size>
+          <width>267</width>
+          <height>20</height>
+         </size>
+        </property>
+       </spacer>
+      </item>
+      <item>
+       <widget class="QLabel" name="contrastLabel">
+        <property name="text">
+         <string>0</string>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+   </item>
+   <item>
+    <widget class="QSlider" name="contrastSlider">
+     <property name="minimum">
+      <number>-100</number>
+     </property>
+     <property name="maximum">
+      <number>100</number>
+     </property>
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QWidget" name="widget_3" native="true">
+     <layout class="QHBoxLayout" name="horizontalLayout_3">
+      <item>
+       <widget class="QLabel" name="saturability">
+        <property name="text">
+         <string>饱和度</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <spacer name="horizontalSpacer_3">
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+        <property name="sizeHint" stdset="0">
+         <size>
+          <width>267</width>
+          <height>20</height>
+         </size>
+        </property>
+       </spacer>
+      </item>
+      <item>
+       <widget class="QLabel" name="saturabilityLabel">
+        <property name="text">
+         <string>0</string>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+   </item>
+   <item>
+    <widget class="QSlider" name="saturabilitySlider">
+     <property name="minimum">
+      <number>-100</number>
+     </property>
+     <property name="maximum">
+      <number>100</number>
+     </property>
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QWidget" name="widget_4" native="true">
+     <layout class="QHBoxLayout" name="horizontalLayout_4">
+      <item>
+       <widget class="QLabel" name="warm">
+        <property name="text">
+         <string>暖色调</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <spacer name="horizontalSpacer_4">
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+        <property name="sizeHint" stdset="0">
+         <size>
+          <width>267</width>
+          <height>20</height>
+         </size>
+        </property>
+       </spacer>
+      </item>
+      <item>
+       <widget class="QLabel" name="warmLabel">
+        <property name="text">
+         <string>0</string>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </widget>
+   </item>
+   <item>
+    <widget class="QSlider" name="warmSlider">
+     <property name="minimum">
+      <number>-100</number>
+     </property>
+     <property name="maximum">
+      <number>100</number>
+     </property>
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QDialogButtonBox" name="dialogBtnBox">
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+     <property name="standardButtons">
+      <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+     </property>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>dialogBtnBox</sender>
+   <signal>accepted()</signal>
+   <receiver>baseAdjustDialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>dialogBtnBox</sender>
+   <signal>rejected()</signal>
+   <receiver>baseAdjustDialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

src/UI/ChangeColor.py

@@ -0,0 +1,128 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ChangeColor.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.9
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_Dialog(object):
+    def setupUi(self, Dialog):
+        Dialog.setObjectName("Dialog")
+        Dialog.resize(475, 419)
+        self.buttonBox = QtWidgets.QDialogButtonBox(Dialog)
+        self.buttonBox.setGeometry(QtCore.QRect(-10, 340, 341, 32))
+        self.buttonBox.setOrientation(QtCore.Qt.Horizontal)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
+        self.line = QtWidgets.QFrame(Dialog)
+        self.line.setGeometry(QtCore.QRect(30, 60, 20, 241))
+        self.line.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line.setObjectName("line")
+        self.line_2 = QtWidgets.QFrame(Dialog)
+        self.line_2.setGeometry(QtCore.QRect(40, 50, 91, 16))
+        self.line_2.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_2.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_2.setObjectName("line_2")
+        self.line_3 = QtWidgets.QFrame(Dialog)
+        self.line_3.setGeometry(QtCore.QRect(120, 50, 20, 251))
+        self.line_3.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line_3.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_3.setObjectName("line_3")
+        self.line_4 = QtWidgets.QFrame(Dialog)
+        self.line_4.setGeometry(QtCore.QRect(40, 290, 91, 16))
+        self.line_4.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_4.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_4.setObjectName("line_4")
+        self.line_5 = QtWidgets.QFrame(Dialog)
+        self.line_5.setGeometry(QtCore.QRect(320, 50, 20, 241))
+        self.line_5.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line_5.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_5.setObjectName("line_5")
+        self.line_6 = QtWidgets.QFrame(Dialog)
+        self.line_6.setGeometry(QtCore.QRect(400, 60, 41, 231))
+        self.line_6.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line_6.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_6.setObjectName("line_6")
+        self.line_7 = QtWidgets.QFrame(Dialog)
+        self.line_7.setGeometry(QtCore.QRect(330, 50, 91, 20))
+        self.line_7.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_7.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_7.setObjectName("line_7")
+        self.line_8 = QtWidgets.QFrame(Dialog)
+        self.line_8.setGeometry(QtCore.QRect(330, 290, 91, 16))
+        self.line_8.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_8.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_8.setObjectName("line_8")
+        self.widget = QtWidgets.QWidget(Dialog)
+        self.widget.setGeometry(QtCore.QRect(60, 50, 191, 241))
+        self.widget.setObjectName("widget")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.widget)
+        self.verticalLayout.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.checkBox = QtWidgets.QCheckBox(self.widget)
+        self.checkBox.setObjectName("checkBox")
+        self.verticalLayout.addWidget(self.checkBox)
+        self.checkBox_2 = QtWidgets.QCheckBox(self.widget)
+        self.checkBox_2.setObjectName("checkBox_2")
+        self.verticalLayout.addWidget(self.checkBox_2)
+        self.checkBox_3 = QtWidgets.QCheckBox(self.widget)
+        self.checkBox_3.setObjectName("checkBox_3")
+        self.verticalLayout.addWidget(self.checkBox_3)
+        self.widget1 = QtWidgets.QWidget(Dialog)
+        self.widget1.setGeometry(QtCore.QRect(350, 50, 191, 241))
+        self.widget1.setObjectName("widget1")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.widget1)
+        self.verticalLayout_2.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.checkBox_4 = QtWidgets.QCheckBox(self.widget1)
+        self.checkBox_4.setObjectName("checkBox_4")
+        self.verticalLayout_2.addWidget(self.checkBox_4)
+        self.checkBox_5 = QtWidgets.QCheckBox(self.widget1)
+        self.checkBox_5.setObjectName("checkBox_5")
+        self.verticalLayout_2.addWidget(self.checkBox_5)
+        self.checkBox_6 = QtWidgets.QCheckBox(self.widget1)
+        self.checkBox_6.setObjectName("checkBox_6")
+        self.verticalLayout_2.addWidget(self.checkBox_6)
+        self.label = QtWidgets.QLabel(Dialog)
+        self.label.setGeometry(QtCore.QRect(150, 160, 221, 24))
+        font = QtGui.QFont()
+        font.setFamily("Agency FB")
+        font.setPointSize(16)
+        self.label.setFont(font)
+        self.label.setObjectName("label")
+        self.buttonBox.raise_()
+        self.checkBox.raise_()
+        self.checkBox_2.raise_()
+        self.checkBox_3.raise_()
+        self.line.raise_()
+        self.line_2.raise_()
+        self.line_3.raise_()
+        self.line_4.raise_()
+        self.line_5.raise_()
+        self.line_6.raise_()
+        self.line_7.raise_()
+        self.line_8.raise_()
+        self.label.raise_()
+
+        self.retranslateUi(Dialog)
+        self.buttonBox.accepted.connect(Dialog.accept) # type: ignore
+        self.buttonBox.rejected.connect(Dialog.reject) # type: ignore
+        QtCore.QMetaObject.connectSlotsByName(Dialog)
+
+    def retranslateUi(self, Dialog):
+        _translate = QtCore.QCoreApplication.translate
+        Dialog.setWindowTitle(_translate("Dialog", "颜色变化"))
+        self.checkBox.setText(_translate("Dialog", "红色"))
+        self.checkBox_2.setText(_translate("Dialog", "蓝色"))
+        self.checkBox_3.setText(_translate("Dialog", "白色"))
+        self.checkBox_4.setText(_translate("Dialog", "红色"))
+        self.checkBox_5.setText(_translate("Dialog", "蓝色"))
+        self.checkBox_6.setText(_translate("Dialog", "白色"))
+        self.label.setText(_translate("Dialog", "--transferTo-->"))

src/UI/ChangeColor.ui

@@ -0,0 +1,271 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>Dialog</class>
+ <widget class="QDialog" name="Dialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>475</width>
+    <height>419</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>颜色变化</string>
+  </property>
+  <widget class="QDialogButtonBox" name="buttonBox">
+   <property name="geometry">
+    <rect>
+     <x>-10</x>
+     <y>340</y>
+     <width>341</width>
+     <height>32</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Horizontal</enum>
+   </property>
+   <property name="standardButtons">
+    <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+   </property>
+  </widget>
+  <widget class="Line" name="line">
+   <property name="geometry">
+    <rect>
+     <x>30</x>
+     <y>60</y>
+     <width>20</width>
+     <height>241</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Vertical</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_2">
+   <property name="geometry">
+    <rect>
+     <x>40</x>
+     <y>50</y>
+     <width>91</width>
+     <height>16</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Horizontal</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_3">
+   <property name="geometry">
+    <rect>
+     <x>120</x>
+     <y>50</y>
+     <width>20</width>
+     <height>251</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Vertical</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_4">
+   <property name="geometry">
+    <rect>
+     <x>40</x>
+     <y>290</y>
+     <width>91</width>
+     <height>16</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Horizontal</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_5">
+   <property name="geometry">
+    <rect>
+     <x>320</x>
+     <y>50</y>
+     <width>20</width>
+     <height>241</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Vertical</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_6">
+   <property name="geometry">
+    <rect>
+     <x>400</x>
+     <y>60</y>
+     <width>41</width>
+     <height>231</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Vertical</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_7">
+   <property name="geometry">
+    <rect>
+     <x>330</x>
+     <y>50</y>
+     <width>91</width>
+     <height>20</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Horizontal</enum>
+   </property>
+  </widget>
+  <widget class="Line" name="line_8">
+   <property name="geometry">
+    <rect>
+     <x>330</x>
+     <y>290</y>
+     <width>91</width>
+     <height>16</height>
+    </rect>
+   </property>
+   <property name="orientation">
+    <enum>Qt::Horizontal</enum>
+   </property>
+  </widget>
+  <widget class="QWidget" name="">
+   <property name="geometry">
+    <rect>
+     <x>60</x>
+     <y>50</y>
+     <width>191</width>
+     <height>241</height>
+    </rect>
+   </property>
+   <layout class="QVBoxLayout" name="verticalLayout">
+    <item>
+     <widget class="QCheckBox" name="checkBox">
+      <property name="text">
+       <string>红色</string>
+      </property>
+     </widget>
+    </item>
+    <item>
+     <widget class="QCheckBox" name="checkBox_2">
+      <property name="text">
+       <string>蓝色</string>
+      </property>
+     </widget>
+    </item>
+    <item>
+     <widget class="QCheckBox" name="checkBox_3">
+      <property name="text">
+       <string>白色</string>
+      </property>
+     </widget>
+    </item>
+   </layout>
+  </widget>
+  <widget class="QWidget" name="">
+   <property name="geometry">
+    <rect>
+     <x>350</x>
+     <y>50</y>
+     <width>191</width>
+     <height>241</height>
+    </rect>
+   </property>
+   <layout class="QVBoxLayout" name="verticalLayout_2">
+    <item>
+     <widget class="QCheckBox" name="checkBox_4">
+      <property name="text">
+       <string>红色</string>
+      </property>
+     </widget>
+    </item>
+    <item>
+     <widget class="QCheckBox" name="checkBox_5">
+      <property name="text">
+       <string>蓝色</string>
+      </property>
+     </widget>
+    </item>
+    <item>
+     <widget class="QCheckBox" name="checkBox_6">
+      <property name="text">
+       <string>白色</string>
+      </property>
+     </widget>
+    </item>
+   </layout>
+  </widget>
+  <widget class="QLabel" name="label">
+   <property name="geometry">
+    <rect>
+     <x>150</x>
+     <y>160</y>
+     <width>221</width>
+     <height>24</height>
+    </rect>
+   </property>
+   <property name="font">
+    <font>
+     <family>Agency FB</family>
+     <pointsize>16</pointsize>
+    </font>
+   </property>
+   <property name="text">
+    <string>--transferTo--&gt;</string>
+   </property>
+  </widget>
+  <zorder>buttonBox</zorder>
+  <zorder>checkBox</zorder>
+  <zorder>checkBox_2</zorder>
+  <zorder>checkBox_3</zorder>
+  <zorder>layoutWidget</zorder>
+  <zorder>line</zorder>
+  <zorder>line_2</zorder>
+  <zorder>line_3</zorder>
+  <zorder>line_4</zorder>
+  <zorder>line_5</zorder>
+  <zorder>line_6</zorder>
+  <zorder>line_7</zorder>
+  <zorder>line_8</zorder>
+  <zorder>label</zorder>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>accepted()</signal>
+   <receiver>Dialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>rejected()</signal>
+   <receiver>Dialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

src/UI/SelectStyle.py

@@ -0,0 +1,49 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'selectStyle.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.9
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_dialog(object):
+    def setupUi(self, dialog):
+        dialog.setObjectName("dialog")
+        dialog.resize(588, 437)
+        self.pushButton = QtWidgets.QPushButton(dialog)
+        self.pushButton.setGeometry(QtCore.QRect(120, 340, 91, 31))
+        self.pushButton.setObjectName("pushButton")
+        self.pushButton_2 = QtWidgets.QPushButton(dialog)
+        self.pushButton_2.setGeometry(QtCore.QRect(360, 340, 101, 31))
+        self.pushButton_2.setObjectName("pushButton_2")
+        self.layoutWidget = QtWidgets.QWidget(dialog)
+        self.layoutWidget.setGeometry(QtCore.QRect(30, 50, 531, 221))
+        self.layoutWidget.setObjectName("layoutWidget")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.layoutWidget)
+        self.horizontalLayout.setContentsMargins(0, 0, 0, 0)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.label = QtWidgets.QLabel(self.layoutWidget)
+        self.label.setObjectName("label")
+        self.horizontalLayout.addWidget(self.label)
+        self.label_2 = QtWidgets.QLabel(self.layoutWidget)
+        self.label_2.setObjectName("label_2")
+        self.horizontalLayout.addWidget(self.label_2)
+        self.textBrowser = QtWidgets.QTextBrowser(dialog)
+        self.textBrowser.setGeometry(QtCore.QRect(100, 278, 419, 41))
+        self.textBrowser.setObjectName("textBrowser")
+
+        self.retranslateUi(dialog)
+        QtCore.QMetaObject.connectSlotsByName(dialog)
+
+    def retranslateUi(self, dialog):
+        _translate = QtCore.QCoreApplication.translate
+        dialog.setWindowTitle(_translate("dialog", "视频风格"))
+        self.pushButton.setText(_translate("dialog", "style1"))
+        self.pushButton_2.setText(_translate("dialog", "style2"))
+        self.label.setText(_translate("dialog", "style1"))
+        self.label_2.setText(_translate("dialog", "style2"))

src/UI/SelectStyle.ui

@@ -0,0 +1,84 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>dialog</class>
+ <widget class="QDialog" name="dialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>588</width>
+    <height>437</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>视频风格</string>
+  </property>
+  <widget class="QPushButton" name="pushButton">
+   <property name="geometry">
+    <rect>
+     <x>120</x>
+     <y>340</y>
+     <width>91</width>
+     <height>31</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>style1</string>
+   </property>
+  </widget>
+  <widget class="QPushButton" name="pushButton_2">
+   <property name="geometry">
+    <rect>
+     <x>360</x>
+     <y>340</y>
+     <width>101</width>
+     <height>31</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>style2</string>
+   </property>
+  </widget>
+  <widget class="QWidget" name="layoutWidget">
+   <property name="geometry">
+    <rect>
+     <x>30</x>
+     <y>50</y>
+     <width>531</width>
+     <height>221</height>
+    </rect>
+   </property>
+   <layout class="QHBoxLayout" name="horizontalLayout">
+    <item>
+     <widget class="QLabel" name="label">
+      <property name="text">
+       <string>style1</string>
+      </property>
+     </widget>
+    </item>
+    <item>
+     <widget class="QLabel" name="label_2">
+      <property name="text">
+       <string>style2</string>
+      </property>
+     </widget>
+    </item>
+   </layout>
+  </widget>
+  <widget class="QLabel" name="label_3">
+   <property name="geometry">
+    <rect>
+     <x>100</x>
+     <y>270</y>
+     <width>421</width>
+     <height>71</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>生成视频，可能需要几分钟的时间，视频将保存在原目录下</string>
+   </property>
+  </widget>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

src/UI/demo.py

@@ -0,0 +1,185 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'demo.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.9
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_MainWindow(object):
+    def setupUi(self, MainWindow):
+        MainWindow.setObjectName("MainWindow")
+        MainWindow.resize(1600, 900)
+        self.centralwidget = QtWidgets.QWidget(MainWindow)
+        self.centralwidget.setObjectName("centralwidget")
+        self.layoutWidget = QtWidgets.QWidget(self.centralwidget)
+        self.layoutWidget.setGeometry(QtCore.QRect(210, 70, 1341, 561))
+        self.layoutWidget.setObjectName("layoutWidget")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.layoutWidget)
+        self.horizontalLayout.setContentsMargins(0, 0, 0, 0)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.line_4 = QtWidgets.QFrame(self.layoutWidget)
+        self.line_4.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line_4.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_4.setObjectName("line_4")
+        self.horizontalLayout.addWidget(self.line_4)
+        self.src_image = QtWidgets.QLabel(self.layoutWidget)
+        self.src_image.setMinimumSize(QtCore.QSize(281, 271))
+        self.src_image.setText("")
+        self.src_image.setObjectName("src_image")
+        self.horizontalLayout.addWidget(self.src_image)
+        self.line = QtWidgets.QFrame(self.layoutWidget)
+        self.line.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line.setObjectName("line")
+        self.horizontalLayout.addWidget(self.line)
+        self.dest_image = QtWidgets.QLabel(self.layoutWidget)
+        self.dest_image.setMinimumSize(QtCore.QSize(311, 291))
+        self.dest_image.setText("")
+        self.dest_image.setObjectName("dest_image")
+        self.horizontalLayout.addWidget(self.dest_image)
+        self.line_5 = QtWidgets.QFrame(self.layoutWidget)
+        self.line_5.setFrameShape(QtWidgets.QFrame.VLine)
+        self.line_5.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_5.setObjectName("line_5")
+        self.horizontalLayout.addWidget(self.line_5)
+        self.label_2 = QtWidgets.QLabel(self.centralwidget)
+        self.label_2.setGeometry(QtCore.QRect(1200, 690, 61, 21))
+        self.label_2.setStyleSheet("Qlable{\n"
+"    font: 75 24pt \"Arial\";\n"
+"    rgb(170, 0, 0)\n"
+"}")
+        self.label_2.setObjectName("label_2")
+        self.label = QtWidgets.QLabel(self.centralwidget)
+        self.label.setGeometry(QtCore.QRect(530, 690, 51, 21))
+        self.label.setStyleSheet("Qlable{\n"
+"    font: 75 24pt \"Arial\";\n"
+"    rgb(170, 0, 0)\n"
+"}")
+        self.label.setTextFormat(QtCore.Qt.AutoText)
+        self.label.setObjectName("label")
+        self.line_2 = QtWidgets.QFrame(self.centralwidget)
+        self.line_2.setGeometry(QtCore.QRect(210, 60, 1341, 21))
+        self.line_2.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_2.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_2.setObjectName("line_2")
+        self.line_3 = QtWidgets.QFrame(self.centralwidget)
+        self.line_3.setGeometry(QtCore.QRect(210, 630, 1341, 16))
+        self.line_3.setFrameShape(QtWidgets.QFrame.HLine)
+        self.line_3.setFrameShadow(QtWidgets.QFrame.Sunken)
+        self.line_3.setObjectName("line_3")
+        self.layoutWidget1 = QtWidgets.QWidget(self.centralwidget)
+        self.layoutWidget1.setGeometry(QtCore.QRect(40, 90, 121, 361))
+        self.layoutWidget1.setObjectName("layoutWidget1")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.layoutWidget1)
+        self.verticalLayout.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.pushButton = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton.setObjectName("pushButton")
+        self.verticalLayout.addWidget(self.pushButton)
+        self.pushButton_2 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_2.setObjectName("pushButton_2")
+        self.verticalLayout.addWidget(self.pushButton_2)
+        self.pushButton_3 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_3.setObjectName("pushButton_3")
+        self.verticalLayout.addWidget(self.pushButton_3)
+        self.pushButton_4 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_4.setObjectName("pushButton_4")
+        self.verticalLayout.addWidget(self.pushButton_4)
+        self.pushButton_5 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_5.setObjectName("pushButton_5")
+        self.verticalLayout.addWidget(self.pushButton_5)
+        self.pushButton_6 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_6.setObjectName("pushButton_6")
+        self.verticalLayout.addWidget(self.pushButton_6)
+        self.pushButton_7 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_7.setObjectName("pushButton_7")
+        self.verticalLayout.addWidget(self.pushButton_7)
+        self.pushButton_8 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_8.setObjectName("pushButton_8")
+        self.verticalLayout.addWidget(self.pushButton_8)
+        self.pushButton_9 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_9.setObjectName("pushButton_9")
+        self.verticalLayout.addWidget(self.pushButton_9)
+        self.pushButton_10 = QtWidgets.QPushButton(self.layoutWidget1)
+        self.pushButton_10.setObjectName("pushButton_10")
+        self.verticalLayout.addWidget(self.pushButton_10)
+        self.pushButton_11 = QtWidgets.QPushButton(self.centralwidget)
+        self.pushButton_11.setGeometry(QtCore.QRect(1450, 20, 109, 23))
+        self.pushButton_11.setObjectName("pushButton_11")
+        MainWindow.setCentralWidget(self.centralwidget)
+        self.menubar = QtWidgets.QMenuBar(MainWindow)
+        self.menubar.setGeometry(QtCore.QRect(0, 0, 1600, 24))
+        self.menubar.setObjectName("menubar")
+        self.menu = QtWidgets.QMenu(self.menubar)
+        self.menu.setObjectName("menu")
+        self.menug = QtWidgets.QMenu(self.menubar)
+        self.menug.setObjectName("menug")
+        self.menu_2 = QtWidgets.QMenu(self.menubar)
+        self.menu_2.setObjectName("menu_2")
+        MainWindow.setMenuBar(self.menubar)
+        self.statusbar = QtWidgets.QStatusBar(MainWindow)
+        self.statusbar.setObjectName("statusbar")
+        MainWindow.setStatusBar(self.statusbar)
+        self.actionopen = QtWidgets.QAction(MainWindow)
+        self.actionopen.setObjectName("actionopen")
+        self.actionsave = QtWidgets.QAction(MainWindow)
+        self.actionsave.setObjectName("actionsave")
+        self.actiontansfer = QtWidgets.QAction(MainWindow)
+        self.actiontansfer.setObjectName("actiontansfer")
+        self.actionvideo = QtWidgets.QAction(MainWindow)
+        self.actionvideo.setObjectName("actionvideo")
+        self.actionCorrect = QtWidgets.QAction(MainWindow)
+        self.actionCorrect.setObjectName("actionCorrect")
+        self.actioncorrect_2 = QtWidgets.QAction(MainWindow)
+        self.actioncorrect_2.setObjectName("actioncorrect_2")
+        self.actionChangeColor = QtWidgets.QAction(MainWindow)
+        self.actionChangeColor.setObjectName("actionChangeColor")
+        self.menu.addAction(self.actionopen)
+        self.menu.addAction(self.actionsave)
+        self.menug.addAction(self.actiontansfer)
+        self.menug.addAction(self.actionvideo)
+        self.menu_2.addAction(self.actionCorrect)
+        self.menu_2.addAction(self.actioncorrect_2)
+        self.menu_2.addAction(self.actionChangeColor)
+        self.menubar.addAction(self.menu.menuAction())
+        self.menubar.addAction(self.menu_2.menuAction())
+        self.menubar.addAction(self.menug.menuAction())
+
+        self.retranslateUi(MainWindow)
+        QtCore.QMetaObject.connectSlotsByName(MainWindow)
+
+    def retranslateUi(self, MainWindow):
+        _translate = QtCore.QCoreApplication.translate
+        MainWindow.setWindowTitle(_translate("MainWindow", "图像处理程序"))
+        self.label_2.setText(_translate("MainWindow", "处理后"))
+        self.label.setText(_translate("MainWindow", "原图"))
+        self.pushButton.setText(_translate("MainWindow", "图像缩放"))
+        self.pushButton_2.setText(_translate("MainWindow", "图像调节"))
+        self.pushButton_3.setText(_translate("MainWindow", "灰度化"))
+        self.pushButton_4.setText(_translate("MainWindow", "二值化"))
+        self.pushButton_5.setText(_translate("MainWindow", "反相"))
+        self.pushButton_6.setText(_translate("MainWindow", "浮雕"))
+        self.pushButton_7.setText(_translate("MainWindow", "边缘检测"))
+        self.pushButton_8.setText(_translate("MainWindow", "模糊"))
+        self.pushButton_9.setText(_translate("MainWindow", "锐化"))
+        self.pushButton_10.setText(_translate("MainWindow", "旋转"))
+        self.pushButton_11.setText(_translate("MainWindow", "刷新"))
+        self.menu.setTitle(_translate("MainWindow", "文件"))
+        self.menug.setTitle(_translate("MainWindow", "高级功能"))
+        self.menu_2.setTitle(_translate("MainWindow", "实际应用"))
+        self.actionopen.setText(_translate("MainWindow", "打开图片"))
+        self.actionopen.setToolTip(_translate("MainWindow", "打开图片"))
+        self.actionsave.setText(_translate("MainWindow", "保存图片"))
+        self.actiontansfer.setText(_translate("MainWindow", "图像风格迁移"))
+        self.actionvideo.setText(_translate("MainWindow", "视频风格迁移"))
+        self.actionCorrect.setText(_translate("MainWindow", "证件矫正"))
+        self.actionCorrect.setToolTip(_translate("MainWindow", "证件矫正"))
+        self.actioncorrect_2.setText(_translate("MainWindow", "书页矫正"))
+        self.actioncorrect_2.setToolTip(_translate("MainWindow", "书页矫正"))
+        self.actionChangeColor.setText(_translate("MainWindow", "证件底色转换"))

src/UI/demo.ui

@@ -0,0 +1,322 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>MainWindow</class>
+ <widget class="QMainWindow" name="MainWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>1600</width>
+    <height>900</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>图像处理程序</string>
+  </property>
+  <widget class="QWidget" name="centralwidget">
+   <widget class="QWidget" name="layoutWidget">
+    <property name="geometry">
+     <rect>
+      <x>210</x>
+      <y>70</y>
+      <width>1341</width>
+      <height>561</height>
+     </rect>
+    </property>
+    <layout class="QHBoxLayout" name="horizontalLayout">
+     <item>
+      <widget class="Line" name="line_4">
+       <property name="orientation">
+        <enum>Qt::Vertical</enum>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QLabel" name="src_image">
+       <property name="minimumSize">
+        <size>
+         <width>281</width>
+         <height>271</height>
+        </size>
+       </property>
+       <property name="text">
+        <string/>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="Line" name="line">
+       <property name="orientation">
+        <enum>Qt::Vertical</enum>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QLabel" name="dest_image">
+       <property name="minimumSize">
+        <size>
+         <width>311</width>
+         <height>291</height>
+        </size>
+       </property>
+       <property name="text">
+        <string/>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="Line" name="line_5">
+       <property name="orientation">
+        <enum>Qt::Vertical</enum>
+       </property>
+      </widget>
+     </item>
+    </layout>
+   </widget>
+   <widget class="QLabel" name="label_2">
+    <property name="geometry">
+     <rect>
+      <x>1200</x>
+      <y>690</y>
+      <width>61</width>
+      <height>21</height>
+     </rect>
+    </property>
+    <property name="styleSheet">
+     <string notr="true">Qlable{
+	font: 75 24pt &quot;Arial&quot;;
+	rgb(170, 0, 0)
+}</string>
+    </property>
+    <property name="text">
+     <string>处理后</string>
+    </property>
+   </widget>
+   <widget class="QLabel" name="label">
+    <property name="geometry">
+     <rect>
+      <x>530</x>
+      <y>690</y>
+      <width>51</width>
+      <height>21</height>
+     </rect>
+    </property>
+    <property name="styleSheet">
+     <string notr="true">Qlable{
+	font: 75 24pt &quot;Arial&quot;;
+	rgb(170, 0, 0)
+}</string>
+    </property>
+    <property name="text">
+     <string>原图</string>
+    </property>
+    <property name="textFormat">
+     <enum>Qt::AutoText</enum>
+    </property>
+   </widget>
+   <widget class="Line" name="line_2">
+    <property name="geometry">
+     <rect>
+      <x>210</x>
+      <y>60</y>
+      <width>1341</width>
+      <height>21</height>
+     </rect>
+    </property>
+    <property name="orientation">
+     <enum>Qt::Horizontal</enum>
+    </property>
+   </widget>
+   <widget class="Line" name="line_3">
+    <property name="geometry">
+     <rect>
+      <x>210</x>
+      <y>630</y>
+      <width>1341</width>
+      <height>16</height>
+     </rect>
+    </property>
+    <property name="orientation">
+     <enum>Qt::Horizontal</enum>
+    </property>
+   </widget>
+   <widget class="QWidget" name="layoutWidget">
+    <property name="geometry">
+     <rect>
+      <x>40</x>
+      <y>90</y>
+      <width>121</width>
+      <height>361</height>
+     </rect>
+    </property>
+    <layout class="QVBoxLayout" name="verticalLayout">
+     <item>
+      <widget class="QPushButton" name="pushButton">
+       <property name="text">
+        <string>图像缩放</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_2">
+       <property name="text">
+        <string>图像调节</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_3">
+       <property name="text">
+        <string>灰度化</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_4">
+       <property name="text">
+        <string>二值化</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_5">
+       <property name="text">
+        <string>反相</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_6">
+       <property name="text">
+        <string>浮雕</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_7">
+       <property name="text">
+        <string>边缘检测</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_8">
+       <property name="text">
+        <string>模糊</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_9">
+       <property name="text">
+        <string>锐化</string>
+       </property>
+      </widget>
+     </item>
+     <item>
+      <widget class="QPushButton" name="pushButton_10">
+       <property name="text">
+        <string>旋转</string>
+       </property>
+      </widget>
+     </item>
+    </layout>
+   </widget>
+   <widget class="QPushButton" name="pushButton_11">
+    <property name="geometry">
+     <rect>
+      <x>1450</x>
+      <y>20</y>
+      <width>109</width>
+      <height>23</height>
+     </rect>
+    </property>
+    <property name="text">
+     <string>刷新</string>
+    </property>
+   </widget>
+  </widget>
+  <widget class="QMenuBar" name="menubar">
+   <property name="geometry">
+    <rect>
+     <x>0</x>
+     <y>0</y>
+     <width>1600</width>
+     <height>24</height>
+    </rect>
+   </property>
+   <widget class="QMenu" name="menu">
+    <property name="title">
+     <string>文件</string>
+    </property>
+    <addaction name="actionopen"/>
+    <addaction name="actionsave"/>
+   </widget>
+   <widget class="QMenu" name="menug">
+    <property name="title">
+     <string>高级功能</string>
+    </property>
+    <addaction name="actiontansfer"/>
+    <addaction name="actionvideo"/>
+   </widget>
+   <widget class="QMenu" name="menu_2">
+    <property name="title">
+     <string>实际应用</string>
+    </property>
+    <addaction name="actionCorrect"/>
+    <addaction name="actioncorrect_2"/>
+    <addaction name="actionChangeColor"/>
+   </widget>
+   <addaction name="menu"/>
+   <addaction name="menu_2"/>
+   <addaction name="menug"/>
+  </widget>
+  <widget class="QStatusBar" name="statusbar"/>
+  <action name="actionopen">
+   <property name="text">
+    <string>打开图片</string>
+   </property>
+   <property name="toolTip">
+    <string>打开图片</string>
+   </property>
+  </action>
+  <action name="actionsave">
+   <property name="text">
+    <string>保存图片</string>
+   </property>
+  </action>
+  <action name="actiontansfer">
+   <property name="text">
+    <string>图像风格迁移</string>
+   </property>
+  </action>
+  <action name="actionvideo">
+   <property name="text">
+    <string>视频风格迁移</string>
+   </property>
+  </action>
+  <action name="actionCorrect">
+   <property name="text">
+    <string>证件矫正</string>
+   </property>
+   <property name="toolTip">
+    <string>证件矫正</string>
+   </property>
+  </action>
+  <action name="actioncorrect_2">
+   <property name="text">
+    <string>书页矫正</string>
+   </property>
+   <property name="toolTip">
+    <string>书页矫正</string>
+   </property>
+  </action>
+  <action name="actionChangeColor">
+   <property name="text">
+    <string>证件底色转换</string>
+   </property>
+  </action>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

src/UI/setsize.py

@@ -0,0 +1,43 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'setsize.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.9
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_Dialog(object):
+    def setupUi(self, Dialog):
+        Dialog.setObjectName("Dialog")
+        Dialog.resize(400, 300)
+        self.pushButton = QtWidgets.QPushButton(Dialog)
+        self.pushButton.setGeometry(QtCore.QRect(150, 190, 75, 23))
+        self.pushButton.setObjectName("pushButton")
+        self.label = QtWidgets.QLabel(Dialog)
+        self.label.setGeometry(QtCore.QRect(80, 70, 54, 31))
+        self.label.setObjectName("label")
+        self.label_2 = QtWidgets.QLabel(Dialog)
+        self.label_2.setGeometry(QtCore.QRect(80, 120, 54, 31))
+        self.label_2.setObjectName("label_2")
+        self.lineEdit = QtWidgets.QLineEdit(Dialog)
+        self.lineEdit.setGeometry(QtCore.QRect(140, 70, 113, 20))
+        self.lineEdit.setObjectName("lineEdit")
+        self.lineEdit_2 = QtWidgets.QLineEdit(Dialog)
+        self.lineEdit_2.setGeometry(QtCore.QRect(140, 130, 113, 20))
+        self.lineEdit_2.setObjectName("lineEdit_2")
+
+        self.retranslateUi(Dialog)
+        self.pushButton.clicked.connect(Dialog.close) # type: ignore
+        QtCore.QMetaObject.connectSlotsByName(Dialog)
+
+    def retranslateUi(self, Dialog):
+        _translate = QtCore.QCoreApplication.translate
+        Dialog.setWindowTitle(_translate("Dialog", "大小调整"))
+        self.pushButton.setText(_translate("Dialog", "确定"))
+        self.label.setText(_translate("Dialog", "宽度："))
+        self.label_2.setText(_translate("Dialog", "高度："))

src/UI/setsize.ui

@@ -0,0 +1,95 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>Dialog</class>
+ <widget class="QDialog" name="Dialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>400</width>
+    <height>300</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Dialog</string>
+  </property>
+  <widget class="QPushButton" name="pushButton">
+   <property name="geometry">
+    <rect>
+     <x>150</x>
+     <y>190</y>
+     <width>75</width>
+     <height>23</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>确定</string>
+   </property>
+  </widget>
+  <widget class="QLabel" name="label">
+   <property name="geometry">
+    <rect>
+     <x>80</x>
+     <y>70</y>
+     <width>54</width>
+     <height>31</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>宽度：</string>
+   </property>
+  </widget>
+  <widget class="QLabel" name="label_2">
+   <property name="geometry">
+    <rect>
+     <x>80</x>
+     <y>120</y>
+     <width>54</width>
+     <height>31</height>
+    </rect>
+   </property>
+   <property name="text">
+    <string>高度：</string>
+   </property>
+  </widget>
+  <widget class="QLineEdit" name="lineEdit">
+   <property name="geometry">
+    <rect>
+     <x>140</x>
+     <y>70</y>
+     <width>113</width>
+     <height>20</height>
+    </rect>
+   </property>
+  </widget>
+  <widget class="QLineEdit" name="lineEdit_2">
+   <property name="geometry">
+    <rect>
+     <x>140</x>
+     <y>130</y>
+     <width>113</width>
+     <height>20</height>
+    </rect>
+   </property>
+  </widget>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>pushButton</sender>
+   <signal>clicked()</signal>
+   <receiver>Dialog</receiver>
+   <slot>close()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>183</x>
+     <y>201</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>295</x>
+     <y>189</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

src/Vgg16.py

@@ -0,0 +1,38 @@
+from collections import namedtuple
+
+import torch
+from torchvision import models
+
+
+class Vgg16(torch.nn.Module):
+    def __init__(self, requires_grad=False):
+        super(Vgg16, self).__init__()
+        vgg_pretrained_features = models.vgg16(pretrained=True).features
+        self.slice1 = torch.nn.Sequential()
+        self.slice2 = torch.nn.Sequential()
+        self.slice3 = torch.nn.Sequential()
+        self.slice4 = torch.nn.Sequential()
+        for x in range(4):
+            self.slice1.add_module(str(x), vgg_pretrained_features[x])
+        for x in range(4, 9):
+            self.slice2.add_module(str(x), vgg_pretrained_features[x])
+        for x in range(9, 16):
+            self.slice3.add_module(str(x), vgg_pretrained_features[x])
+        for x in range(16, 23):
+            self.slice4.add_module(str(x), vgg_pretrained_features[x])
+        if not requires_grad:
+            for param in self.parameters():
+                param.requires_grad = False
+
+    def forward(self, X):
+        h = self.slice1(X)
+        h_relu1_2 = h
+        h = self.slice2(h)
+        h_relu2_2 = h
+        h = self.slice3(h)
+        h_relu3_3 = h
+        h = self.slice4(h)
+        h_relu4_3 = h
+        vgg_outputs = namedtuple("VggOutputs", ['relu1_2', 'relu2_2', 'relu3_3', 'relu4_3'])
+        out = vgg_outputs(h_relu1_2, h_relu2_2, h_relu3_3, h_relu4_3)
+        return out

src/change_color.py

@@ -0,0 +1,69 @@
+import cv2
+import numpy as np
+import os
+from PIL import Image
+
+
+def run2(img, src_type, dst_type):
+    cv2.imwrite("image/tmp_src.jpg", img)
+    # 输入
+    in_path = "image/tmp_src.jpg"
+    # 输出
+    out_path = "image/tmp_dst.jpg"
+    # 要替换的背景颜色
+    color = "deepskyblue"
+    # 红：red、蓝：blue、黑：black、白：white
+
+    # 去掉背景颜色
+    os.system('backgroundremover -i "' + str(in_path) + '"  -o "image/cg.jpg"')
+    # 加上背景颜色
+    no_bg_image = Image.open("image/cg.jpg")
+    x, y = no_bg_image.size
+    new_image = Image.new('RGBA', no_bg_image.size, color=color)
+    new_image.paste(no_bg_image, (0, 0, x, y), no_bg_image)
+    new_image.save(out_path)
+    res = cv2.imread(out_path)
+    return res
+
+
+def run(image, src_type, dst_type):
+    # 图像缩放
+    img = cv2.resize(image, None, fx=1, fy=1)
+    rows, cols, channels = img.shape
+    # 图片转换为灰度图
+    hsv = cv2.cvtColor(img, cv2.COLOR_BGR2HSV)
+    # 图片的二值化处理
+    if src_type == 'r':
+        lower_red = np.array([0, 150, 50])
+        upper_red = np.array([5, 255, 255])
+        mask = cv2.inRange(hsv, lower_red, upper_red)
+        lower_red2 = np.array([175, 150, 50])
+        upper_red2 = np.array([179, 255, 255])
+        mask2 = cv2.inRange(hsv, lower_red2, upper_red2)
+        mask=cv2.bitwise_or(mask,mask2)
+    elif src_type == 'b':
+        lower_blue = np.array([90, 70, 70])
+        upper_blue = np.array([110, 255, 255])
+        mask = cv2.inRange(hsv, lower_blue, upper_blue)
+    else:
+        mask = cv2.inRange(hsv, np.array([0, 0, 221]), np.array([180, 30, 255]))
+    # 腐蚀膨胀
+    erode = cv2.erode(mask, np.ones((10, 10), np.uint8), iterations=1)
+    dilate = cv2.dilate(erode, np.ones((10, 10), np.uint8), iterations=1)
+    # 转变为
+    if dst_type == 'w':
+        for i in range(rows):
+            for j in range(cols):
+                if dilate[i, j] == 255:  # 像素点255表示白色
+                    img[i, j] = (255, 255, 255)  # 此处替换颜色，为BGR通道，不是RGB
+    elif dst_type == 'r':
+        for i in range(rows):
+            for j in range(cols):
+                if dilate[i, j] == 255:  # 像素点255表示白色
+                    img[i, j] = (0, 0, 255)  # 此处替换颜色，为BGR通道，不是RGB
+    elif dst_type == 'b':
+        for i in range(rows):
+            for j in range(cols):
+                if dilate[i, j] == 255:  # 像素点255表示白色
+                    img[i, j] = (255, 0, 0)  # 此处替换颜色，为BGR通道，不是RGB
+    return img

src/correct.py

@@ -0,0 +1,116 @@
+import cv2
+import math
+import numpy as np
+
+
+def Img_Outline(img):
+    original_img = img
+    gray_img = cv2.cvtColor(original_img, cv2.COLOR_BGR2GRAY)
+    blurred = cv2.GaussianBlur(gray_img, (9, 9), 0)  # 高斯模糊去噪（设定卷积核大小影响效果）
+    _, RedThresh = cv2.threshold(blurred, 165, 255, cv2.THRESH_BINARY)  # 设定阈值165（阈值影响开闭运算效果）
+    kernel = cv2.getStructuringElement(cv2.MORPH_RECT, (5, 5))  # 定义矩形结构元素
+    closed = cv2.morphologyEx(RedThresh, cv2.MORPH_CLOSE, kernel)  # 闭运算（链接块）
+    opened = cv2.morphologyEx(closed, cv2.MORPH_OPEN, kernel)  # 开运算（去噪点）
+    return original_img, opened
+
+
+def findContours_img(original_img, opened):
+    contours, hierarchy = cv2.findContours(opened, cv2.RETR_LIST, cv2.CHAIN_APPROX_SIMPLE)
+    c = sorted(contours, key=cv2.contourArea, reverse=True)[1]  # 计算最大轮廓的旋转包围盒
+    rect = cv2.minAreaRect(c)  # 获取包围盒（中心点，宽高，旋转角度）
+    box = np.int0(cv2.boxPoints(rect))  # box
+    draw_img = cv2.drawContours(original_img.copy(), [box], -1, (0, 0, 255), 3)
+
+    print("box[0]:", box[0])
+    print("box[1]:", box[1])
+    print("box[2]:", box[2])
+    print("box[3]:", box[3])
+    return box, draw_img
+
+
+def Perspective_transform(box, original_img):
+    # 获取画框宽高(x=orignal_W,y=orignal_H)
+    orignal_W = math.ceil(np.sqrt((box[3][1] - box[2][1]) ** 2 + (box[3][0] - box[2][0]) ** 2))
+    orignal_H = math.ceil(np.sqrt((box[3][1] - box[0][1]) ** 2 + (box[3][0] - box[0][0]) ** 2))
+
+    # 原图中的四个顶点,与变换矩阵
+    pts1 = np.float32([box[0], box[1], box[2], box[3]])
+    pts2 = np.float32(
+        [[int(orignal_W + 1), int(orignal_H + 1)], [0, int(orignal_H + 1)], [0, 0], [int(orignal_W + 1), 0]])
+
+    # 生成透视变换矩阵；进行透视变换
+    M = cv2.getPerspectiveTransform(pts1, pts2)
+    result_img = cv2.warpPerspective(original_img, M, (int(orignal_W + 3), int(orignal_H + 1)))
+
+    return result_img
+
+
+def fourier_demo(img):
+    # 1、灰度化读取文件，
+    img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+
+    # 2、图像延扩
+    h, w = img.shape[:2]
+    new_h = cv2.getOptimalDFTSize(h)
+    new_w = cv2.getOptimalDFTSize(w)
+    right = new_w - w
+    bottom = new_h - h
+    nimg = cv2.copyMakeBorder(img, 0, bottom, 0, right, borderType=cv2.BORDER_CONSTANT, value=0)
+
+    # 3、执行傅里叶变换，并过得频域图像
+    f = np.fft.fft2(nimg)
+    fshift = np.fft.fftshift(f)
+    magnitude = np.log(np.abs(fshift))
+
+    # 二值化
+    magnitude_uint = magnitude.astype(np.uint8)
+    ret, thresh = cv2.threshold(magnitude_uint, 11, 255, cv2.THRESH_BINARY)
+    print(ret)
+
+    print(thresh.dtype)
+    # 霍夫直线变换
+    lines = cv2.HoughLinesP(thresh, 2, np.pi / 180, 30, minLineLength=40, maxLineGap=100)
+    print(len(lines))
+
+    # 创建一个新图像，标注直线
+    lineimg = np.ones(nimg.shape, dtype=np.uint8)
+    lineimg = lineimg * 255
+
+    piThresh = np.pi / 180
+    pi2 = np.pi / 2
+    print(piThresh)
+
+    for line in lines:
+        x1, y1, x2, y2 = line[0]
+        cv2.line(lineimg, (x1, y1), (x2, y2), (0, 255, 0), 2)
+        if x2 - x1 == 0:
+            continue
+        else:
+            theta = (y2 - y1) / (x2 - x1)
+        if abs(theta) < piThresh or abs(theta - pi2) < piThresh:
+            continue
+        else:
+            print(theta)
+
+    angle = math.atan(theta)
+    print(angle)
+    angle = angle * (180 / np.pi)
+    print(angle)
+    angle = (angle - 90) / (w / h)
+    print(angle)
+
+    center = (w // 2, h // 2)
+    M = cv2.getRotationMatrix2D(center, angle, 1.0)
+    rotated = cv2.warpAffine(img, M, (w, h), flags=cv2.INTER_CUBIC, borderMode=cv2.BORDER_REPLICATE)
+    return rotated
+
+
+def runCard(img):
+    original_img, opened = Img_Outline(img)
+    box, draw_img = findContours_img(original_img, opened)
+    result_img = Perspective_transform(box, original_img)
+    return result_img
+
+
+def runPaper(img):
+    return fourier_demo(img)