mirror of
https://github.com/PhotonVision/photonvision
synced 2026-06-27 02:01:40 +00:00
Free native resources in apriltag pipelines (#1272)
Addresses memory leak when switching between apriltag/aruco pipelines
This commit is contained in:
@@ -23,16 +23,37 @@ import java.util.Comparator;
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import org.opencv.core.Mat;
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import org.opencv.objdetect.ArucoDetector;
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import org.opencv.objdetect.DetectorParameters;
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import org.opencv.objdetect.Dictionary;
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import org.opencv.objdetect.Objdetect;
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import org.photonvision.common.logging.LogGroup;
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import org.photonvision.common.logging.Logger;
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import org.photonvision.vision.opencv.Releasable;
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/** This class wraps an {@link ArucoDetector} for convenience. */
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public class PhotonArucoDetector {
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public class PhotonArucoDetector implements Releasable {
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private static final Logger logger = new Logger(PhotonArucoDetector.class, LogGroup.VisionModule);
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private final ArucoDetector detector =
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new ArucoDetector(Objdetect.getPredefinedDictionary(Objdetect.DICT_APRILTAG_16h5));
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private static class ArucoDetectorHack extends ArucoDetector {
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public ArucoDetectorHack(Dictionary predefinedDictionary) {
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super(predefinedDictionary);
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}
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// avoid double-free by keeping track of this ourselves (ew)
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private boolean freed = false;
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@Override
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public void finalize() throws Throwable {
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if (freed) {
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return;
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}
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super.finalize();
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freed = true;
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}
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}
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private final ArucoDetectorHack detector =
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new ArucoDetectorHack(Objdetect.getPredefinedDictionary(Objdetect.DICT_APRILTAG_16h5));
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private final Mat ids = new Mat();
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private final ArrayList<Mat> cornerMats = new ArrayList<>();
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@@ -95,4 +116,16 @@ public class PhotonArucoDetector {
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return results;
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}
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@Override
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public void release() {
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try {
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detector.finalize();
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} catch (Throwable e) {
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logger.error("Exception destroying PhotonArucoDetector", e);
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}
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ids.release();
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for (var m : cornerMats) m.release();
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cornerMats.clear();
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}
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}
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@@ -33,7 +33,7 @@ import org.photonvision.vision.opencv.CVMat;
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* path}.
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*/
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public class FileFrameProvider extends CpuImageProcessor {
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public static final int MAX_FPS = 5;
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public static final int MAX_FPS = 10;
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private static int count = 0;
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private final int thisIndex = count++;
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@@ -21,11 +21,13 @@ import edu.wpi.first.apriltag.AprilTagDetection;
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import edu.wpi.first.apriltag.AprilTagDetector;
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import java.util.List;
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import org.photonvision.vision.opencv.CVMat;
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import org.photonvision.vision.opencv.Releasable;
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import org.photonvision.vision.pipe.CVPipe;
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public class AprilTagDetectionPipe
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extends CVPipe<CVMat, List<AprilTagDetection>, AprilTagDetectionPipeParams> {
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private final AprilTagDetector m_detector = new AprilTagDetector();
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extends CVPipe<CVMat, List<AprilTagDetection>, AprilTagDetectionPipeParams>
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implements Releasable {
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private AprilTagDetector m_detector = new AprilTagDetector();
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public AprilTagDetectionPipe() {
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super();
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@@ -40,6 +42,10 @@ public class AprilTagDetectionPipe
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return List.of();
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}
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if (m_detector == null) {
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throw new RuntimeException("Apriltag detector was released!");
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}
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var ret = m_detector.detect(in.getMat());
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if (ret == null) {
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@@ -60,4 +66,10 @@ public class AprilTagDetectionPipe
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super.setParams(newParams);
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}
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@Override
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public void release() {
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m_detector.close();
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m_detector = null;
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}
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}
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@@ -25,13 +25,15 @@ import org.opencv.calib3d.Calib3d;
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import org.opencv.core.MatOfPoint2f;
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import org.opencv.core.Point;
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import org.photonvision.vision.calibration.CameraCalibrationCoefficients;
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import org.photonvision.vision.opencv.Releasable;
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import org.photonvision.vision.pipe.CVPipe;
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public class AprilTagPoseEstimatorPipe
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extends CVPipe<
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AprilTagDetection,
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AprilTagPoseEstimate,
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AprilTagPoseEstimatorPipe.AprilTagPoseEstimatorPipeParams> {
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AprilTagPoseEstimatorPipe.AprilTagPoseEstimatorPipeParams>
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implements Releasable {
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private final AprilTagPoseEstimator m_poseEstimator =
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new AprilTagPoseEstimator(new AprilTagPoseEstimator.Config(0, 0, 0, 0, 0));
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@@ -92,6 +94,11 @@ public class AprilTagPoseEstimatorPipe
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super.setParams(newParams);
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}
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@Override
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public void release() {
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temp.release();
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}
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public static class AprilTagPoseEstimatorPipeParams {
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final AprilTagPoseEstimator.Config config;
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final CameraCalibrationCoefficients calibration;
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@@ -29,10 +29,12 @@ import org.opencv.objdetect.Objdetect;
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import org.photonvision.vision.aruco.ArucoDetectionResult;
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import org.photonvision.vision.aruco.PhotonArucoDetector;
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import org.photonvision.vision.opencv.CVMat;
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import org.photonvision.vision.opencv.Releasable;
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import org.photonvision.vision.pipe.CVPipe;
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public class ArucoDetectionPipe
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extends CVPipe<CVMat, List<ArucoDetectionResult>, ArucoDetectionPipeParams> {
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extends CVPipe<CVMat, List<ArucoDetectionResult>, ArucoDetectionPipeParams>
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implements Releasable {
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// ArucoDetector wrapper class
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private final PhotonArucoDetector photonDetector = new PhotonArucoDetector();
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@@ -131,4 +133,9 @@ public class ArucoDetectionPipe
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var pt2 = new Point(corner.x + windowSize, corner.y + windowSize);
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Imgproc.rectangle(outputMat, pt1, pt2, new Scalar(0, 0, 255), thickness);
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}
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@Override
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public void release() {
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photonDetector.release();
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}
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}
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@@ -32,13 +32,15 @@ import org.opencv.core.MatOfPoint3f;
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import org.opencv.core.Point3;
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import org.photonvision.vision.aruco.ArucoDetectionResult;
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import org.photonvision.vision.calibration.CameraCalibrationCoefficients;
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import org.photonvision.vision.opencv.Releasable;
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import org.photonvision.vision.pipe.CVPipe;
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public class ArucoPoseEstimatorPipe
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extends CVPipe<
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ArucoDetectionResult,
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AprilTagPoseEstimate,
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ArucoPoseEstimatorPipe.ArucoPoseEstimatorPipeParams> {
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ArucoPoseEstimatorPipe.ArucoPoseEstimatorPipeParams>
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implements Releasable {
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// image points of marker corners
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private final MatOfPoint2f imagePoints = new MatOfPoint2f(Mat.zeros(4, 1, CvType.CV_32FC2));
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// rvec/tvec estimations from solvepnp
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@@ -117,6 +119,18 @@ public class ArucoPoseEstimatorPipe
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super.setParams(newParams);
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}
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@Override
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public void release() {
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imagePoints.release();
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for (var m : rvecs) m.release();
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rvecs.clear();
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for (var m : tvecs) m.release();
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tvecs.clear();
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rvec.release();
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tvec.release();
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reprojectionErrors.release();
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}
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public static class ArucoPoseEstimatorPipeParams {
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final CameraCalibrationCoefficients calibration;
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final double tagSize;
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@@ -231,4 +231,9 @@ public class Calibrate3dPipeline
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public CameraCalibrationCoefficients cameraCalibrationCoefficients() {
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return calibrationOutput.output;
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}
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@Override
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public void release() {
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// we never actually need to give resources up since pipelinemanager only makes one of us
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}
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}
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@@ -221,4 +221,11 @@ public class AprilTagPipeline extends CVPipeline<CVPipelineResult, AprilTagPipel
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return new CVPipelineResult(sumPipeNanosElapsed, fps, targetList, multiTagResult, frame);
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}
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@Override
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public void release() {
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aprilTagDetectionPipe.release();
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singleTagPoseEstimatorPipe.release();
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super.release();
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}
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}
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@@ -60,8 +60,8 @@ import org.photonvision.vision.target.TrackedTarget;
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import org.photonvision.vision.target.TrackedTarget.TargetCalculationParameters;
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public class ArucoPipeline extends CVPipeline<CVPipelineResult, ArucoPipelineSettings> {
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private final ArucoDetectionPipe arucoDetectionPipe = new ArucoDetectionPipe();
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private final ArucoPoseEstimatorPipe singleTagPoseEstimatorPipe = new ArucoPoseEstimatorPipe();
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private ArucoDetectionPipe arucoDetectionPipe = new ArucoDetectionPipe();
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private ArucoPoseEstimatorPipe singleTagPoseEstimatorPipe = new ArucoPoseEstimatorPipe();
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private final MultiTargetPNPPipe multiTagPNPPipe = new MultiTargetPNPPipe();
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private final CalculateFPSPipe calculateFPSPipe = new CalculateFPSPipe();
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@@ -250,4 +250,13 @@ public class ArucoPipeline extends CVPipeline<CVPipelineResult, ArucoPipelineSet
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windowSize,
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constant);
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}
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@Override
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public void release() {
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arucoDetectionPipe.release();
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singleTagPoseEstimatorPipe.release();
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arucoDetectionPipe = null;
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singleTagPoseEstimatorPipe = null;
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super.release();
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}
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}
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@@ -34,6 +34,9 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
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private final FrameThresholdType thresholdType;
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// So releaseable doesn't keep track of if we double-free something. so (ew) remember that here
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protected volatile boolean released = false;
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public CVPipeline(FrameThresholdType thresholdType) {
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this.thresholdType = thresholdType;
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}
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@@ -64,6 +67,9 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
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}
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public R run(Frame frame, QuirkyCamera cameraQuirks) {
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if (released) {
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throw new RuntimeException("Pipeline use-after-free!");
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}
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if (settings == null) {
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throw new RuntimeException("No settings provided for pipeline!");
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}
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@@ -85,5 +91,7 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
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* switch. Stubbed out, but override if needed.
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*/
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@Override
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public void release() {}
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public void release() {
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released = true;
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}
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}
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@@ -88,4 +88,9 @@ public class DriverModePipeline
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fps,
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new Frame(frame.processedImage, frame.colorImage, frame.type, frame.frameStaticProperties));
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}
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@Override
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public void release() {
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// we never actually need to give resources up since pipelinemanager only makes one of us
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}
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}
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@@ -131,5 +131,6 @@ public class ObjectDetectionPipeline
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@Override
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public void release() {
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rknnPipe.release();
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super.release();
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}
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}
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@@ -148,6 +148,7 @@ public class PipelineManager {
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* @return The currently active pipeline.
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*/
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public CVPipeline getCurrentPipeline() {
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updatePipelineFromRequested();
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if (currentPipelineIndex < 0) {
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switch (currentPipelineIndex) {
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case CAL_3D_INDEX:
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@@ -170,6 +171,8 @@ public class PipelineManager {
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return getPipelineSettings(currentPipelineIndex);
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}
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private volatile int requestedIndex = 0;
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/**
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* Internal method for setting the active pipeline. <br>
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* <br>
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@@ -179,6 +182,22 @@ public class PipelineManager {
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* @param newIndex Index of pipeline to be active
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*/
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private void setPipelineInternal(int newIndex) {
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requestedIndex = newIndex;
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}
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/**
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* Based on a requested pipeline index, create/destroy pipelines as necessary. We do this as a
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* side effect of the main thread that calls getCurrentPipeline to avoid race conditions between
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* server threads and the VisionRunner TODO: this should be refactored. Shame Java doesn't have
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* RAII
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*/
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private void updatePipelineFromRequested() {
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int newIndex = requestedIndex;
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if (newIndex == currentPipelineIndex) {
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// nothing to do, probably no change -- give up
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return;
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}
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if (newIndex < 0 && currentPipelineIndex >= 0) {
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// Transitioning to a built-in pipe, save off the current user one
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lastUserPipelineIdx = currentPipelineIndex;
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@@ -189,8 +208,8 @@ public class PipelineManager {
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return;
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}
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// Cleanup potential old native resources before swapping over
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if (currentUserPipeline != null) {
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// Cleanup potential old native resources before swapping over for user pipelines
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if (currentUserPipeline != null && !(newIndex < 0)) {
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currentUserPipeline.release();
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}
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@@ -277,7 +277,7 @@ public class Main {
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CameraConfiguration camConf2024 =
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ConfigManager.getInstance().getConfig().getCameraConfigurations().get("WPI2024");
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if (camConf2024 == null || true) {
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if (camConf2024 == null) {
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camConf2024 =
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new CameraConfiguration(
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"WPI2024",
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