创建javacv检测车牌项目
时间: 2023-10-31 18:23:12 浏览: 88
Compic.zip_Compic_JAVACV
好的,下面是创建javacv检测车牌项目的步骤:
1. 下载并安装OpenCV
首先需要下载OpenCV并安装到电脑上。可以在OpenCV官网(https://opencv.org/)上下载最新版本的OpenCV。
2. 导入javacv库
在Eclipse或者其他IDE中新建Java项目,然后在项目中导入javacv库。可以在OpenCV官网上下载最新版本的javacv库。
3. 编写代码
在项目中创建Java类,然后编写检测车牌的代码。代码可以参考以下示例:
```java
import org.bytedeco.javacpp.opencv_core;
import org.bytedeco.javacpp.opencv_highgui;
import org.bytedeco.javacpp.opencv_imgproc;
import org.bytedeco.javacpp.opencv_objdetect;
import org.bytedeco.javacpp.opencv_videoio;
import static org.bytedeco.javacpp.opencv_core.cvPoint;
import static org.bytedeco.javacpp.opencv_core.cvSize;
import static org.bytedeco.javacpp.opencv_objdetect.CV_HAAR_FIND_BIGGEST_OBJECT;
import static org.bytedeco.javacpp.opencv_objdetect.cvHaarDetectObjects;
public class LicensePlateDetection {
public static void main(String[] args) {
// 加载车牌识别分类器
opencv_objdetect.CvHaarClassifierCascade classifier = new opencv_objdetect.CvHaarClassifierCascade(opencv_core.cvLoad("classifier.xml"));
// 打开视频流
opencv_videoio.VideoCapture capture = new opencv_videoio.VideoCapture(0);
// 创建窗口
opencv_highgui.cvNamedWindow("License Plate Detection", opencv_highgui.CV_WINDOW_NORMAL);
while (true) {
// 读取视频帧
opencv_core.IplImage frame = new opencv_core.IplImage();
capture.read(frame);
// 转换为灰度图像
opencv_core.IplImage gray = opencv_core.IplImage.create(cvSize(frame.width(), frame.height()), opencv_core.IPL_DEPTH_8U, 1);
opencv_imgproc.cvCvtColor(frame, gray, opencv_imgproc.CV_BGR2GRAY);
// 检测车牌
opencv_core.CvSeq rects = cvHaarDetectObjects(gray, classifier, opencv_core.cvCreateMemStorage(0), 1.1, 3, CV_HAAR_FIND_BIGGEST_OBJECT, cvSize(30, 30), cvSize(0, 0), 0);
// 绘制矩形框
for (int i = 0; i < rects.total(); i++) {
opencv_core.CvRect rect = new opencv_core.CvRect(opencv_core.cvGetSeqElem(rects, i));
opencv_core.cvRectangle(frame, cvPoint(rect.x(), rect.y()), cvPoint(rect.x() + rect.width(), rect.y() + rect.height()), opencv_core.CvScalar.RED, 2, 8, 0);
}
// 显示视频帧
opencv_highgui.cvShowImage("License Plate Detection", frame);
// 等待按键事件
if (opencv_highgui.cvWaitKey(10) == 27)
break;
}
// 释放资源
capture.release();
opencv_highgui.cvDestroyWindow("License Plate Detection");
}
}
```
4. 运行程序
编写完代码后,可以运行程序并测试车牌检测功能。
以上就是创建javacv检测车牌项目的步骤,希望对你有帮助!
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