要实现Android CameraX中的色彩检测,可以使用ImageAnalysis用例和OpenCV库。以下是一个示例代码:
implementation 'org.opencv:opencv-android:3.4.3'
import android.graphics.Color
import android.media.Image
import androidx.camera.core.ImageAnalysis
import androidx.camera.core.ImageProxy
import org.opencv.android.Utils
import org.opencv.core.CvType
import org.opencv.core.Mat
import org.opencv.core.Scalar
import org.opencv.core.Size
import org.opencv.imgproc.Imgproc
class ColorDetector : ImageAnalysis.Analyzer {
override fun analyze(image: ImageProxy) {
val imagePlane = image.planes[0]
val width = imagePlane.rowStride / imagePlane.pixelStride
val height = image.height
val rgbaMat = Mat(height + height / 2, width, CvType.CV_8UC1)
imagePlane.buffer.rewind()
rgbaMat.put(0, 0, imagePlane.buffer)
image.close()
val rgbMat = Mat()
Imgproc.cvtColor(rgbaMat, rgbMat, Imgproc.COLOR_YUV2RGB_NV21)
val resizedMat = Mat()
val scaleFactor = 0.25
val newWidth = width * scaleFactor
val newHeight = height * scaleFactor
Imgproc.resize(rgbMat, resizedMat, Size(newWidth, newHeight))
val pixelColor = resizedMat.get(resizedMat.height() / 2, resizedMat.width() / 2)
val red = pixelColor[0]
val green = pixelColor[1]
val blue = pixelColor[2]
val color = Color.rgb(red.toInt(), green.toInt(), blue.toInt())
// 进行色彩检测
if (color == Color.RED) {
// 色彩检测结果为红色
} else if (color == Color.GREEN) {
// 色彩检测结果为绿色
} else if (color == Color.BLUE) {
// 色彩检测结果为蓝色
} else {
// 色彩检测结果为其他颜色
}
}
}
val imageAnalysis = ImageAnalysis.Builder()
.setTargetResolution(Size(width, height))
.setBackpressureStrategy(ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST)
.build()
imageAnalysis.setAnalyzer(executor, ColorDetector())
这样,在每次摄像头捕获到图像时,ColorDetector的analyze方法将被调用,并进行色彩检测。