乐工具技术知识Android MediaPipe 是一个用于构建实时计算机视觉管道的框架，可以处理图像、视频和其他媒体数据
- 添加依赖项：
在您的
build.gradle文件中添加以下依赖项：
dependencies {
implementation 'com.google.mediapipe:mediapipe:'
}
请确保替换
- 创建 MediaPipe 图像处理管道：
首先，创建一个继承自
mp.Graph的类，然后向其中添加图像处理节点。例如，以下代码创建了一个简单的图像处理管道，其中包括一个图像缩放和一个图像旋转节点：
import com.google.mediapipe.framework.Graph;
import com.google.mediapipe.framework.Image;
import com.google.mediapipe.modules.core.ImageScaler;
import com.google.mediapipe.modules.core.ImageTransformer;
public class ImageProcessingGraph {
private Graph graph;
public ImageProcessingGraph() {
graph = new Graph();
// 添加图像缩放节点
graph.addNode(new ImageScaler());
// 添加图像旋转节点
graph.addNode(new ImageTransformer());
}
public void processImage(Image image) {
graph.run(image);
}
}
- 从摄像头捕获图像：
要处理来自摄像头的图像，请使用
CameraX库。首先，添加以下依赖项到您的build.gradle文件：
dependencies {
implementation 'androidx.camera:camera-core:'
implementation 'androidx.camera:camera-camera2:'
implementation 'androidx.camera:camera-lifecycle:'
}
接下来，创建一个继承自 CameraX.ViewCapture 的类，并重写 onCaptureResult 方法以处理捕获的图像：
import androidx.camera.core.ImageProxy;
import androidx.camera.core.ViewCapture;
import androidx.camera.core.ImageAnalysis;
import androidx.camera.core.ImageProxy.PlaneProxy;
public class ImageCaptureView extends ViewCapture {
private ImageProcessingGraph imageProcessingGraph;
public ImageCaptureView(ImageProcessingGraph imageProcessingGraph) {
this.imageProcessingGraph = imageProcessingGraph;
}
@Override
public void onCaptureResult(ImageProxy imageProxy, int cameraId) {
if (imageProxy == null || imageProxy.getImage() == null) {
return;
}
Image image = imageProxy.getImage();
// 处理图像
imageProcessingGraph.processImage(image);
imageProxy.close();
}
}
- 将摄像头与图像处理视图关联： 最后，将摄像头与图像处理视图关联起来。在您的 Activity 或 Fragment 中，执行以下操作：
import androidx.camera.core.CameraSelector; import androidx.camera.core.ImageAnalysis; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.CameraInfoUnavailableException; import androidx.camera.core.CameraCaptureSession; import androidx.camera.core.CameraDevice; import androidx.camera.core.CameraException; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzerBuilder; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzerBuilder; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core.ImageAnalyzer; import androidx.camera.core.ImageProxy; import androidx.camera.core.ImageProxy.PlaneProxy; import androidx.camera.core
