pyqt5和cv调用摄像头
时间: 2023-10-30 17:12:20 浏览: 101
PyQt5+OpenCV调用本地摄像头并在窗口实时显示图像
5星 · 资源好评率100%
可以使用OpenCV库来调用摄像头,然后将视频流传递到PyQt5中进行显示。以下是一个简单的例子:
```python
import cv2
from PyQt5.QtCore import QThread, Qt, pyqtSignal
from PyQt5.QtGui import QImage, QPixmap
from PyQt5.QtWidgets import QApplication, QLabel, QMainWindow, QWidget, QVBoxLayout
class VideoThread(QThread):
change_pixmap_signal = pyqtSignal(QImage)
def __init__(self):
super().__init__()
def run(self):
cap = cv2.VideoCapture(0)
while True:
ret, frame = cap.read()
if ret:
rgb_image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
h, w, ch = rgb_image.shape
bytes_per_line = ch * w
convert_to_qt_format = QImage(rgb_image.data, w, h, bytes_per_line, QImage.Format_RGB888)
p = convert_to_qt_format.scaled(640, 480, Qt.KeepAspectRatio)
self.change_pixmap_signal.emit(p)
class App(QMainWindow):
def __init__(self):
super().__init__()
self.label = QLabel(self)
self.setCentralWidget(self.label)
self.video_thread = VideoThread()
self.video_thread.change_pixmap_signal.connect(self.update_image)
self.video_thread.start()
def update_image(self, pixmap):
self.label.setPixmap(pixmap)
if __name__ == '__main__':
app = QApplication([])
window = App()
window.show()
app.exec_()
```
在这个例子中,我们创建了一个VideoThread类来获取视频流并将其转换为QImage格式。然后我们将QImage对象传递给MainWindow中的QLabel来显示视频流。在MainWindow的构造函数中,我们创建了VideoThread对象并启动线程。每当VideoThread对象发出change_pixmap_signal信号时,我们都会调用update_image函数来更新QLabel中的图像。最后,我们启动了PyQt5应用程序。
阅读全文