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#!/usr/bin/env python
# encoding: utf-8
import os
import sys
try:
from PyQt5.QtCore import *
from PyQt5.QtGui import *
from PyQt5.QtWidgets import *
import cv2
except ImportError:
print("Please install the required modules.")
sys.exit()
class ImageApp(QWidget):
def __init__(self):
QWidget.__init__(self)
self.original_img = cv2.imread("../../assets/The_Chapter_House.jpg")
if self.original_img is not None:
self.original_img = cv2.cvtColor(self.original_img, cv2.COLOR_BGR2RGB)
self.setup_ui()
self.show_image(self.original_img)
def setup_ui(self):
"""Setup the UI widgets."""
self.image_label = QLabel()
# Setup buttons
self.original_btn = QPushButton("Original")
self.original_btn.clicked.connect(self.show_original_image)
self.blur_btn = QPushButton("Gaussian Blur")
self.blur_btn.clicked.connect(self.do_gaussian_blur)
self.canny_btn = QPushButton("Canny")
self.canny_btn.clicked.connect(self.do_canny)
self.quit_btn = QPushButton("Quit")
self.quit_btn.clicked.connect(self.close)
# Setup layout for buttons
self.buttons_layout = QVBoxLayout()
self.buttons_layout.addWidget(self.original_btn)
self.buttons_layout.addWidget(self.blur_btn)
self.buttons_layout.addWidget(self.canny_btn)
self.buttons_layout.addStretch()
self.buttons_layout.addWidget(self.quit_btn)
# Setup main layout
self.main_layout = QHBoxLayout()
self.main_layout.addWidget(self.image_label)
self.main_layout.addLayout(self.buttons_layout)
self.setLayout(self.main_layout)
self.setWindowTitle("Image Processing with Qt and OpenCV")
def show_original_image(self):
"""Redraw original image."""
self.show_image(self.original_img)
def do_gaussian_blur(self):
"""Perform Canny edge detection on original image and display the result."""
img = cv2.GaussianBlur(self.original_img, (15, 15), 0, 0)
self.show_image(img)
def do_canny(self):
"""Perform Gaussian blurring on original image and display the result."""
img = cv2.cvtColor(self.original_img, cv2.COLOR_RGB2GRAY)
img = cv2.Canny(img, 150, 150)
img = cv2.cvtColor(img, cv2.COLOR_GRAY2RGB)
self.show_image(img)
def show_image(self, img):
if img is not None:
img_ = QImage(img.data, img.shape[1], img.shape[0], QImage.Format_RGB888)
self.image_label.setPixmap(QPixmap.fromImage(img_))
else:
self.image_label.setText("Cannot load the input image!")
if __name__ == "__main__":
app = QApplication(sys.argv)
image_app = ImageApp()
image_app.show()
app.exec_()
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