import cv2
import numpy as np
import os
import tempfile
from PyQt5 import QtCore, QtGui, QtWidgets, uic
from PyQt5.QtGui import QPixmap
from PyQt5.QtWidgets import (QApplication, QComboBox, QDialog, QFileDialog,
QLabel, QPushButton, QStackedWidget, QVBoxLayout,
QWidget)
from PyQt5.uic import loadUi
from skimage.util import random_noise
[docs]class Ui_Dialog_5(object):
def __init__(self):
"""
Creation of a temporary image which helps in displaying the given image onto the GUI label.
"""
self.output_image = None
with tempfile.NamedTemporaryFile(suffix=".png") as f:
self.buffer_image_filename = f.name
def __del__(self):
"""
Deletion of the temporary image which helped in displaying the given image onto the GUI label.
"""
if self.output_image is not None:
os.remove(self.buffer_image_filename)
[docs] def setupUi(self, Dialog_5):
"""
setupUI defined for the screen auto-generated by the PyQt5 editor.
"""
self.counter = 0
Dialog_5.setObjectName("Dialog_5")
Dialog_5.resize(1366, 801)
self.lineEdit = QtWidgets.QLineEdit(Dialog_5)
self.lineEdit.setGeometry(QtCore.QRect(550, 660, 301, 81))
self.lineEdit.setStyleSheet("border: 12px solid rgb(0, 0, 0);\n"
"border-width: 2px;\n"
"font: 11.5pt \"MS Shell Dlg 2\";\n"
"border-radius: 15px;\n"
"padding-left:20px;\n"
"padding-right:20px;")
self.lineEdit.setText("")
self.lineEdit.setAlignment(QtCore.Qt.AlignCenter)
self.lineEdit.setObjectName("lineEdit")
self.label_5 = QtWidgets.QLabel(Dialog_5)
self.label_5.setGeometry(QtCore.QRect(400, 740, 581, 41))
self.label_5.setStyleSheet("color: rgb(255, 0, 0);")
self.label_5.setText("")
self.label_5.setAlignment(QtCore.Qt.AlignCenter)
self.label_5.setObjectName("label_5")
self.Save_As = QtWidgets.QPushButton(Dialog_5)
self.Save_As.setGeometry(QtCore.QRect(900, 660, 403, 81))
self.Save_As.setObjectName("Save_As")
self.scrollArea_2 = QtWidgets.QScrollArea(Dialog_5)
self.scrollArea_2.setGeometry(QtCore.QRect(730, 40, 571, 561))
self.scrollArea_2.setWidgetResizable(True)
self.scrollArea_2.setObjectName("scrollArea_2")
self.scrollAreaWidgetContents_2 = QtWidgets.QWidget()
self.scrollAreaWidgetContents_2.setGeometry(QtCore.QRect(0, 0, 569, 559))
self.scrollAreaWidgetContents_2.setObjectName("scrollAreaWidgetContents_2")
self.label_2 = QtWidgets.QLabel(self.scrollAreaWidgetContents_2)
self.label_2.setGeometry(QtCore.QRect(10, 20, 571, 561))
self.label_2.setText("")
self.label_2.setObjectName("label_2")
self.scrollArea_2.setWidget(self.scrollAreaWidgetContents_2)
self.Open_Image_Button = QtWidgets.QPushButton(Dialog_5)
self.Open_Image_Button.setGeometry(QtCore.QRect(90, 660, 401, 81))
self.Open_Image_Button.setObjectName("Open_Image_Button")
self.scrollArea = QtWidgets.QScrollArea(Dialog_5)
self.scrollArea.setGeometry(QtCore.QRect(80, 40, 571, 561))
self.scrollArea.setWidgetResizable(True)
self.scrollArea.setObjectName("scrollArea")
self.scrollAreaWidgetContents = QtWidgets.QWidget()
self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 569, 559))
self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
self.label = QtWidgets.QLabel(self.scrollAreaWidgetContents)
self.label.setGeometry(QtCore.QRect(10, 20, 571, 561))
self.label.setText("")
self.label.setObjectName("label")
self.scrollArea.setWidget(self.scrollAreaWidgetContents)
self.label_3 = QtWidgets.QLabel(Dialog_5)
self.label_3.setGeometry(QtCore.QRect(660, 300, 61, 31))
self.label_3.setStyleSheet("font: 22pt \"MS Shell Dlg 2\";")
self.label_3.setAlignment(QtCore.Qt.AlignCenter)
self.label_3.setObjectName("label_3")
self.retranslateUi(Dialog_5)
QtCore.QMetaObject.connectSlotsByName(Dialog_5)
[docs] def retranslateUi(self, Dialog_5):
"""
Setting the UI layouts and components - labels, textfields, pushbuttons, etc.
Also adding functionality for redirecting buttons to respective functions on being clicked.
"""
_translate = QtCore.QCoreApplication.translate
Dialog_5.setWindowTitle(_translate("Dialog_5", "LPF Image"))
self.lineEdit.setPlaceholderText(_translate("Dialog_5", "Enter Mask Size..."))
self.label_3.setText(_translate("Dialog_5", "=>"))
self.Open_Image_Button.setText(_translate("Dialog_5", "Open Image"))
self.Save_As.setText(_translate("Dialog_5", "Save As"))
self.Open_Image_Button.clicked.connect(self.File_Select)
self.Save_As.clicked.connect(self.Save_Directory)
[docs] def File_Select(self):
"""
Main Logical function which does the following:
1. Helps user in choosing input for image file (supported file formats - .jpg, .jpeg, .gif, .png)
2. Error handling if user doesn't choose supported file.
3. Displays the image onto the GUI label layout (if size exceeds, then scroll bars appear in the Label).
4. The user can Save the generated image in the directory they want on the machine.
"""
Mask_Size = self.lineEdit.text() # Accessing the value entered by the user.
if not (int(Mask_Size.isdigit())):
self.label_5.setText("Please enter an integer value!")
elif not (int(Mask_Size) % 2 == 1):
self.label_5.setText("Mask Size can only be odd!")
else:
self.counter += 1
self.label_5.setText("")
# fname = QFileDialog.getOpenFileName(self, "Open File", "All_Project_Files\Final_Project_Files\Cam_Media", "Images (*.png *.xpm *.jpg)")
# # Opening the Image
# self.pixmap = QPixmap(fname[0]) # This returns a tuple and hence we mention [0].
# # Adding the picture to the Label.
# self.label.setPixmap(self.pixmap)
Mask_Size = int(self.lineEdit.text())
file_name, _ = QFileDialog.getOpenFileName(None, 'Open Image File', r"<Default dir>", "Image files (*.jpg *.jpeg *.gif *.png)")
if file_name:
self.counter += 1
self.label.setPixmap(QPixmap(file_name))
img = cv2.imread(file_name, 0)
m, n = img.shape
print("The original size of the image is ", m, " x ", n)
# Averaging/Low Pass Filtering without using the Formula:
size_of_mask = Mask_Size
self.output_image = img.copy()
m, n = img.shape
print("You have requested for ", size_of_mask ,"x", size_of_mask)
a = size_of_mask//2
for i in range(a, m - a):
for j in range(a, n - a):
temp = np.sum(img[i - a:i + a + 1, j - a:j + a + 1])
self.output_image[i, j] = temp//size_of_mask**2
m, n = self.output_image.shape
print("The new size of the image is ", m, " x ", n)
LPF_Image_File_Name = self.buffer_image_filename
cv2.imwrite(LPF_Image_File_Name, self.output_image)
# self.label_2.setPixmap(QPixmap(LPF_Image_File_Name))
lay = QtWidgets.QVBoxLayout(self.scrollAreaWidgetContents)
lay_2 = QtWidgets.QVBoxLayout(self.scrollAreaWidgetContents_2)
lay.setContentsMargins(0, 0, 0, 0)
lay_2.setContentsMargins(0, 0, 0, 0)
lay.addWidget(self.label)
lay_2.addWidget(self.label_2)
self.label.setPixmap(QPixmap(file_name))
self.label_2.setPixmap(QPixmap(LPF_Image_File_Name))
# self.scrollArea.setWidgetResizable(True)
# self.scrollArea_2.setWidgetResizable(True)
self.label.setAlignment(QtCore.Qt.AlignHCenter | QtCore.Qt.AlignVCenter)
self.label_2.setAlignment(QtCore.Qt.AlignHCenter | QtCore.Qt.AlignVCenter)
self.Open_Image_Button.setEnabled(False)
# If you want these to display these in separate windows other than GUI.
# cv2.imshow("Negative Image", negative_img)
# cv2.imshow("Image", img)
# cv2.waitKey(0)
# # closing all open windows
# cv2.destroyAllWindows()
[docs] def Save_Directory(self):
"""
Helps in saving and writing the image in the directory the user wants to save in.
"""
if self.counter > 0:
self.label_5.setText("")
option = QFileDialog.Options()
save_as_path = QFileDialog.getSaveFileName(None, 'Open Image File', r"LPF Image", "Image files (*.jpg *.jpeg *.gif *.png)")
if save_as_path[0].__len__() > 0:
cv2.imwrite(save_as_path[0], self.output_image)
else:
self.label_5.setText("Select Image first!")
if __name__ == "__main__":
import sys
app = QtWidgets.QApplication(sys.argv)
Dialog_5 = QtWidgets.QDialog()
ui = Ui_Dialog_5()
ui.setupUi(Dialog_5)
Dialog_5.show()
sys.exit(app.exec_())