Free native resources in apriltag pipelines (#1272)

Addresses memory leak when switching between apriltag/aruco pipelines
This commit is contained in:
Matt
2024-03-14 01:22:32 -04:00
committed by GitHub
parent d8f82bf9ee
commit e125632960
14 changed files with 142 additions and 15 deletions

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@@ -23,16 +23,37 @@ import java.util.Comparator;
import org.opencv.core.Mat;
import org.opencv.objdetect.ArucoDetector;
import org.opencv.objdetect.DetectorParameters;
import org.opencv.objdetect.Dictionary;
import org.opencv.objdetect.Objdetect;
import org.photonvision.common.logging.LogGroup;
import org.photonvision.common.logging.Logger;
import org.photonvision.vision.opencv.Releasable;
/** This class wraps an {@link ArucoDetector} for convenience. */
public class PhotonArucoDetector {
public class PhotonArucoDetector implements Releasable {
private static final Logger logger = new Logger(PhotonArucoDetector.class, LogGroup.VisionModule);
private final ArucoDetector detector =
new ArucoDetector(Objdetect.getPredefinedDictionary(Objdetect.DICT_APRILTAG_16h5));
private static class ArucoDetectorHack extends ArucoDetector {
public ArucoDetectorHack(Dictionary predefinedDictionary) {
super(predefinedDictionary);
}
// avoid double-free by keeping track of this ourselves (ew)
private boolean freed = false;
@Override
public void finalize() throws Throwable {
if (freed) {
return;
}
super.finalize();
freed = true;
}
}
private final ArucoDetectorHack detector =
new ArucoDetectorHack(Objdetect.getPredefinedDictionary(Objdetect.DICT_APRILTAG_16h5));
private final Mat ids = new Mat();
private final ArrayList<Mat> cornerMats = new ArrayList<>();
@@ -95,4 +116,16 @@ public class PhotonArucoDetector {
return results;
}
@Override
public void release() {
try {
detector.finalize();
} catch (Throwable e) {
logger.error("Exception destroying PhotonArucoDetector", e);
}
ids.release();
for (var m : cornerMats) m.release();
cornerMats.clear();
}
}

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@@ -33,7 +33,7 @@ import org.photonvision.vision.opencv.CVMat;
* path}.
*/
public class FileFrameProvider extends CpuImageProcessor {
public static final int MAX_FPS = 5;
public static final int MAX_FPS = 10;
private static int count = 0;
private final int thisIndex = count++;

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@@ -21,11 +21,13 @@ import edu.wpi.first.apriltag.AprilTagDetection;
import edu.wpi.first.apriltag.AprilTagDetector;
import java.util.List;
import org.photonvision.vision.opencv.CVMat;
import org.photonvision.vision.opencv.Releasable;
import org.photonvision.vision.pipe.CVPipe;
public class AprilTagDetectionPipe
extends CVPipe<CVMat, List<AprilTagDetection>, AprilTagDetectionPipeParams> {
private final AprilTagDetector m_detector = new AprilTagDetector();
extends CVPipe<CVMat, List<AprilTagDetection>, AprilTagDetectionPipeParams>
implements Releasable {
private AprilTagDetector m_detector = new AprilTagDetector();
public AprilTagDetectionPipe() {
super();
@@ -40,6 +42,10 @@ public class AprilTagDetectionPipe
return List.of();
}
if (m_detector == null) {
throw new RuntimeException("Apriltag detector was released!");
}
var ret = m_detector.detect(in.getMat());
if (ret == null) {
@@ -60,4 +66,10 @@ public class AprilTagDetectionPipe
super.setParams(newParams);
}
@Override
public void release() {
m_detector.close();
m_detector = null;
}
}

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@@ -25,13 +25,15 @@ import org.opencv.calib3d.Calib3d;
import org.opencv.core.MatOfPoint2f;
import org.opencv.core.Point;
import org.photonvision.vision.calibration.CameraCalibrationCoefficients;
import org.photonvision.vision.opencv.Releasable;
import org.photonvision.vision.pipe.CVPipe;
public class AprilTagPoseEstimatorPipe
extends CVPipe<
AprilTagDetection,
AprilTagPoseEstimate,
AprilTagPoseEstimatorPipe.AprilTagPoseEstimatorPipeParams> {
AprilTagPoseEstimatorPipe.AprilTagPoseEstimatorPipeParams>
implements Releasable {
private final AprilTagPoseEstimator m_poseEstimator =
new AprilTagPoseEstimator(new AprilTagPoseEstimator.Config(0, 0, 0, 0, 0));
@@ -92,6 +94,11 @@ public class AprilTagPoseEstimatorPipe
super.setParams(newParams);
}
@Override
public void release() {
temp.release();
}
public static class AprilTagPoseEstimatorPipeParams {
final AprilTagPoseEstimator.Config config;
final CameraCalibrationCoefficients calibration;

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@@ -29,10 +29,12 @@ import org.opencv.objdetect.Objdetect;
import org.photonvision.vision.aruco.ArucoDetectionResult;
import org.photonvision.vision.aruco.PhotonArucoDetector;
import org.photonvision.vision.opencv.CVMat;
import org.photonvision.vision.opencv.Releasable;
import org.photonvision.vision.pipe.CVPipe;
public class ArucoDetectionPipe
extends CVPipe<CVMat, List<ArucoDetectionResult>, ArucoDetectionPipeParams> {
extends CVPipe<CVMat, List<ArucoDetectionResult>, ArucoDetectionPipeParams>
implements Releasable {
// ArucoDetector wrapper class
private final PhotonArucoDetector photonDetector = new PhotonArucoDetector();
@@ -131,4 +133,9 @@ public class ArucoDetectionPipe
var pt2 = new Point(corner.x + windowSize, corner.y + windowSize);
Imgproc.rectangle(outputMat, pt1, pt2, new Scalar(0, 0, 255), thickness);
}
@Override
public void release() {
photonDetector.release();
}
}

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@@ -32,13 +32,15 @@ import org.opencv.core.MatOfPoint3f;
import org.opencv.core.Point3;
import org.photonvision.vision.aruco.ArucoDetectionResult;
import org.photonvision.vision.calibration.CameraCalibrationCoefficients;
import org.photonvision.vision.opencv.Releasable;
import org.photonvision.vision.pipe.CVPipe;
public class ArucoPoseEstimatorPipe
extends CVPipe<
ArucoDetectionResult,
AprilTagPoseEstimate,
ArucoPoseEstimatorPipe.ArucoPoseEstimatorPipeParams> {
ArucoPoseEstimatorPipe.ArucoPoseEstimatorPipeParams>
implements Releasable {
// image points of marker corners
private final MatOfPoint2f imagePoints = new MatOfPoint2f(Mat.zeros(4, 1, CvType.CV_32FC2));
// rvec/tvec estimations from solvepnp
@@ -117,6 +119,18 @@ public class ArucoPoseEstimatorPipe
super.setParams(newParams);
}
@Override
public void release() {
imagePoints.release();
for (var m : rvecs) m.release();
rvecs.clear();
for (var m : tvecs) m.release();
tvecs.clear();
rvec.release();
tvec.release();
reprojectionErrors.release();
}
public static class ArucoPoseEstimatorPipeParams {
final CameraCalibrationCoefficients calibration;
final double tagSize;

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@@ -231,4 +231,9 @@ public class Calibrate3dPipeline
public CameraCalibrationCoefficients cameraCalibrationCoefficients() {
return calibrationOutput.output;
}
@Override
public void release() {
// we never actually need to give resources up since pipelinemanager only makes one of us
}
}

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@@ -221,4 +221,11 @@ public class AprilTagPipeline extends CVPipeline<CVPipelineResult, AprilTagPipel
return new CVPipelineResult(sumPipeNanosElapsed, fps, targetList, multiTagResult, frame);
}
@Override
public void release() {
aprilTagDetectionPipe.release();
singleTagPoseEstimatorPipe.release();
super.release();
}
}

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@@ -60,8 +60,8 @@ import org.photonvision.vision.target.TrackedTarget;
import org.photonvision.vision.target.TrackedTarget.TargetCalculationParameters;
public class ArucoPipeline extends CVPipeline<CVPipelineResult, ArucoPipelineSettings> {
private final ArucoDetectionPipe arucoDetectionPipe = new ArucoDetectionPipe();
private final ArucoPoseEstimatorPipe singleTagPoseEstimatorPipe = new ArucoPoseEstimatorPipe();
private ArucoDetectionPipe arucoDetectionPipe = new ArucoDetectionPipe();
private ArucoPoseEstimatorPipe singleTagPoseEstimatorPipe = new ArucoPoseEstimatorPipe();
private final MultiTargetPNPPipe multiTagPNPPipe = new MultiTargetPNPPipe();
private final CalculateFPSPipe calculateFPSPipe = new CalculateFPSPipe();
@@ -250,4 +250,13 @@ public class ArucoPipeline extends CVPipeline<CVPipelineResult, ArucoPipelineSet
windowSize,
constant);
}
@Override
public void release() {
arucoDetectionPipe.release();
singleTagPoseEstimatorPipe.release();
arucoDetectionPipe = null;
singleTagPoseEstimatorPipe = null;
super.release();
}
}

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@@ -34,6 +34,9 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
private final FrameThresholdType thresholdType;
// So releaseable doesn't keep track of if we double-free something. so (ew) remember that here
protected volatile boolean released = false;
public CVPipeline(FrameThresholdType thresholdType) {
this.thresholdType = thresholdType;
}
@@ -64,6 +67,9 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
}
public R run(Frame frame, QuirkyCamera cameraQuirks) {
if (released) {
throw new RuntimeException("Pipeline use-after-free!");
}
if (settings == null) {
throw new RuntimeException("No settings provided for pipeline!");
}
@@ -85,5 +91,7 @@ public abstract class CVPipeline<R extends CVPipelineResult, S extends CVPipelin
* switch. Stubbed out, but override if needed.
*/
@Override
public void release() {}
public void release() {
released = true;
}
}

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@@ -88,4 +88,9 @@ public class DriverModePipeline
fps,
new Frame(frame.processedImage, frame.colorImage, frame.type, frame.frameStaticProperties));
}
@Override
public void release() {
// we never actually need to give resources up since pipelinemanager only makes one of us
}
}

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@@ -131,5 +131,6 @@ public class ObjectDetectionPipeline
@Override
public void release() {
rknnPipe.release();
super.release();
}
}

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@@ -148,6 +148,7 @@ public class PipelineManager {
* @return The currently active pipeline.
*/
public CVPipeline getCurrentPipeline() {
updatePipelineFromRequested();
if (currentPipelineIndex < 0) {
switch (currentPipelineIndex) {
case CAL_3D_INDEX:
@@ -170,6 +171,8 @@ public class PipelineManager {
return getPipelineSettings(currentPipelineIndex);
}
private volatile int requestedIndex = 0;
/**
* Internal method for setting the active pipeline. <br>
* <br>
@@ -179,6 +182,22 @@ public class PipelineManager {
* @param newIndex Index of pipeline to be active
*/
private void setPipelineInternal(int newIndex) {
requestedIndex = newIndex;
}
/**
* Based on a requested pipeline index, create/destroy pipelines as necessary. We do this as a
* side effect of the main thread that calls getCurrentPipeline to avoid race conditions between
* server threads and the VisionRunner TODO: this should be refactored. Shame Java doesn't have
* RAII
*/
private void updatePipelineFromRequested() {
int newIndex = requestedIndex;
if (newIndex == currentPipelineIndex) {
// nothing to do, probably no change -- give up
return;
}
if (newIndex < 0 && currentPipelineIndex >= 0) {
// Transitioning to a built-in pipe, save off the current user one
lastUserPipelineIdx = currentPipelineIndex;
@@ -189,8 +208,8 @@ public class PipelineManager {
return;
}
// Cleanup potential old native resources before swapping over
if (currentUserPipeline != null) {
// Cleanup potential old native resources before swapping over for user pipelines
if (currentUserPipeline != null && !(newIndex < 0)) {
currentUserPipeline.release();
}

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@@ -277,7 +277,7 @@ public class Main {
CameraConfiguration camConf2024 =
ConfigManager.getInstance().getConfig().getCameraConfigurations().get("WPI2024");
if (camConf2024 == null || true) {
if (camConf2024 == null) {
camConf2024 =
new CameraConfiguration(
"WPI2024",