精度评估弹出框

plugins/evaluation/main.py

@@ -7,7 +7,7 @@ import numpy as np
 from rscder.gui.actions import ActionManager
 from rscder.plugins.basic import BasicPlugin
 from rscder.gui.layercombox import RasterLayerCombox,ResultLayercombox, ResultPointLayerCombox
-from PyQt5.QtWidgets import QAction, QFileDialog, QDialog, QLabel, QHBoxLayout, QVBoxLayout, QPushButton,QDialogButtonBox
+from PyQt5.QtWidgets import QAction, QFileDialog, QDialog, QLabel, QHBoxLayout, QVBoxLayout, QPushButton,QDialogButtonBox,QWidget
 from PyQt5.QtGui import QIcon
 from PyQt5.QtCore import Qt
 from osgeo import gdal
@@ -169,9 +169,35 @@ class EvaluationPlugin(BasicPlugin):
             ''')
             f.flush()
             
-        os.system(f'c:/windows/notepad.exe "{result_path}"')
+        txt=f'''
+            预测结果：{layer.path}\n
 
-        self.send_message.emit('精度评估完成')
+            真值：   {gt}\n
+
+            混淆矩阵结果：\n
+
+                 真实值 | 变化 |  未变化
+            预测值
+            变化       {cfm[1,1]}\t, {cfm[1,0]}
+            未变化     {cfm[0,1]}\t, {cfm[0,0]}
+    
+
+            归一化混淆矩阵：
+                 真实值 | 变化 |  未变化
+            预测值
+            变化       {cfm[1,1]/np.sum(cfm)}\t, {cfm[1,0]/np.sum(cfm)}
+            未变化     {cfm[0,1]/np.sum(cfm)}\t, {cfm[0,0]/np.sum(cfm)}
+
+            OA:  {(cfm[1,1] + cfm[0,0])/np.sum(cfm)}
+            F1:  {cfm[1,1] / (np.sum(cfm[1,:]) + np.sum(cfm[:,1]) - cfm[1,1])}
+            Kappa: {kappa(cfm)}
+            '''
+        
+        self.msgbox = Win(txt)
+        self.msgbox.show()
+        # os.system(f'c:/windows/notepad.exe "{result_path}"')
+
+        # self.send_message.emit('精度评估完成')
     
     def show_dialog(self):
         dialog = EvalutationDialog(self.mainwindow)
@@ -184,3 +210,11 @@ class EvaluationPlugin(BasicPlugin):
             t = Thread(target=self.run_alg, args=(layer, dialog.gt_file))
             t.start()
         
+from .window import Ui_Form
+class Win(QWidget,Ui_Form):
+
+    def __init__(self,txt):
+        super().__init__()
+
+        self.setupUi(self)
+        self.label.setText(txt)

plugins/evaluation/window.py

@@ -0,0 +1,53 @@
+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'c:\Users\dong\Desktop\111\test\untitled.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.7
+#
+# 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_Form(object):
+    def setupUi(self, Form):
+        Form.setObjectName("Form")
+        Form.resize(604, 513)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Maximum)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(Form.sizePolicy().hasHeightForWidth())
+        Form.setSizePolicy(sizePolicy)
+        self.horizontalLayout_3 = QtWidgets.QHBoxLayout(Form)
+        self.horizontalLayout_3.setObjectName("horizontalLayout_3")
+        self.scrollArea = QtWidgets.QScrollArea(Form)
+        self.scrollArea.setWidgetResizable(True)
+        self.scrollArea.setObjectName("scrollArea")
+        self.scrollAreaWidgetContents = QtWidgets.QWidget()
+        self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 580, 489))
+        self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
+        self.horizontalLayout_4 = QtWidgets.QHBoxLayout(self.scrollAreaWidgetContents)
+        self.horizontalLayout_4.setObjectName("horizontalLayout_4")
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.label = QtWidgets.QLabel(self.scrollAreaWidgetContents)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.MinimumExpanding, QtWidgets.QSizePolicy.MinimumExpanding)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(self.label.sizePolicy().hasHeightForWidth())
+        self.label.setSizePolicy(sizePolicy)
+        self.label.setObjectName("label")
+        self.horizontalLayout_2.addWidget(self.label)
+        self.horizontalLayout_4.addLayout(self.horizontalLayout_2)
+        self.scrollArea.setWidget(self.scrollAreaWidgetContents)
+        self.horizontalLayout_3.addWidget(self.scrollArea)
+
+        self.retranslateUi(Form)
+        QtCore.QMetaObject.connectSlotsByName(Form)
+
+    def retranslateUi(self, Form):
+        _translate = QtCore.QCoreApplication.translate
+        Form.setWindowTitle(_translate("Form", "Form"))
+        self.label.setText(_translate("Form", "TextLabel"))