yolov7如何与pyside6嵌合制作出可视化界面

要将YOLOv7与PySide6嵌合制作出可视化界面，可以按照以下步骤进行：

1. 安装PySide6和YOLOv7：

pip install PySide6
pip install yolov7

2. 创建PySide6窗口：

from PySide6.QtWidgets import QApplication, QMainWindow

class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()

        # 设置窗口标题和大小
        self.setWindowTitle("YOLOv7 PySide6 Demo")
        self.setGeometry(100, 100, 800, 600)

3. 在窗口中添加控件：

from PySide6.QtGui import QIcon
from PySide6.QtWidgets import QLabel, QPushButton, QVBoxLayout, QWidget

class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()

        # 设置窗口标题和大小
        self.setWindowTitle("YOLOv7 PySide6 Demo")
        self.setGeometry(100, 100, 800, 600)

        # 添加控件
        label = QLabel("Hello World!")
        button = QPushButton(QIcon("icon.png"), "Click me!")
        layout = QVBoxLayout()
        layout.addWidget(label)
        layout.addWidget(button)
        widget = QWidget()
        widget.setLayout(layout)
        self.setCentralWidget(widget)

4. 在按钮的点击事件中调用YOLOv7：

from yolov7.detector import Detector

class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()

        # 设置窗口标题和大小
        self.setWindowTitle("YOLOv7 PySide6 Demo")
        self.setGeometry(100, 100, 800, 600)

        # 添加控件
        label = QLabel("Hello World!")
        button = QPushButton(QIcon("icon.png"), "Click me!")
        layout = QVBoxLayout()
        layout.addWidget(label)
        layout.addWidget(button)
        widget = QWidget()
        widget.setLayout(layout)
        self.setCentralWidget(widget)

        # 绑定按钮的点击事件
        button.clicked.connect(self.detect)

    def detect(self):
        # 调用YOLOv7进行目标检测
        detector = Detector()
        # TODO: 在这里添加YOLOv7的代码

5. 将YOLOv7的结果展示到界面上：

class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()

        # 设置窗口标题和大小
        self.setWindowTitle("YOLOv7 PySide6 Demo")
        self.setGeometry(100, 100, 800, 600)

        # 添加控件
        label = QLabel("Hello World!")
        button = QPushButton(QIcon("icon.png"), "Click me!")
        layout = QVBoxLayout()
        layout.addWidget(label)
        layout.addWidget(button)
        widget = QWidget()
        widget.setLayout(layout)
        self.setCentralWidget(widget)

        # 绑定按钮的点击事件
        button.clicked.connect(self.detect)

    def detect(self):
        # 调用YOLOv7进行目标检测
        detector = Detector()
        image = detector.detect("image.png")
        # TODO: 在这里添加YOLOv7的代码

        # 将结果展示到界面上
        pixmap = QPixmap.fromImage(ImageQt(image))
        label.setPixmap(pixmap)

完整的代码如下：

from PySide6.QtGui import QIcon, QPixmap
from PySide6.QtWidgets import QApplication, QMainWindow, QLabel, QPushButton, QVBoxLayout, QWidget
from PIL.ImageQt import ImageQt
from yolov7.detector import Detector

class MainWindow(QMainWindow):
    def __init__(self):
        super().__init__()

        # 设置窗口标题和大小
        self.setWindowTitle("YOLOv7 PySide6 Demo")
        self.setGeometry(100, 100, 800, 600)

        # 添加控件
        label = QLabel("Hello World!")
        button = QPushButton(QIcon("icon.png"), "Click me!")
        layout = QVBoxLayout()
        layout.addWidget(label)
        layout.addWidget(button)
        widget = QWidget()
        widget.setLayout(layout)
        self.setCentralWidget(widget)

        # 绑定按钮的点击事件
        button.clicked.connect(self.detect)

    def detect(self):
        # 调用YOLOv7进行目标检测
        detector = Detector()
        image = detector.detect("image.png")
        # TODO: 在这里添加YOLOv7的代码

        # 将结果展示到界面上
        pixmap = QPixmap.fromImage(ImageQt(image))
        label.setPixmap(pixmap)

if __name__ == "__main__":
    app = QApplication([])
    window = MainWindow()
    window.show()
    app.exec_()