mirror of
https://github.com/PhotonVision/photonvision
synced 2026-07-06 03:31:41 +00:00
Add PhotonPoseEstimator constructor without a PhotonCamera instance (#840)
- Made alternate constructor for ```PhotonPoseEstimator``` that doesn't need ```PhotonCamera``` - Changed ```update``` function to take in missing cameraMatrixData and coeffsData that were previously received from PhotonCamera. - Changed the internal ```update``` and ```multiTagPNP``` function to take in cameraMatrixData & coeffsData - If not needed for the specified strategy then the parameters are simply not used. Also if PhotonCamera is used in constructor it instead backs up to that. Co-authored-by: Matt <matthew.morley.ca@gmail.com>
This commit is contained in:
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.gitignore
vendored
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.gitignore
vendored
@@ -10,6 +10,8 @@ Python/app/handlers/__pycache__/
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\.vscode/
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\.vscode/
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/.vs
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backend/settings/
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backend/settings/
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/.vscode/
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/.vscode/
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# Compiled class file
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# Compiled class file
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@@ -26,12 +26,16 @@ package org.photonvision;
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import edu.wpi.first.apriltag.AprilTag;
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import edu.wpi.first.apriltag.AprilTag;
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import edu.wpi.first.apriltag.AprilTagFieldLayout;
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import edu.wpi.first.apriltag.AprilTagFieldLayout;
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import edu.wpi.first.math.Matrix;
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import edu.wpi.first.math.Pair;
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import edu.wpi.first.math.Pair;
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import edu.wpi.first.math.geometry.Pose2d;
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import edu.wpi.first.math.geometry.Pose2d;
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import edu.wpi.first.math.geometry.Pose3d;
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import edu.wpi.first.math.geometry.Pose3d;
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import edu.wpi.first.math.geometry.Rotation3d;
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import edu.wpi.first.math.geometry.Rotation3d;
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import edu.wpi.first.math.geometry.Transform3d;
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import edu.wpi.first.math.geometry.Transform3d;
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import edu.wpi.first.math.geometry.Translation3d;
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import edu.wpi.first.math.geometry.Translation3d;
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import edu.wpi.first.math.numbers.N1;
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import edu.wpi.first.math.numbers.N3;
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import edu.wpi.first.math.numbers.N5;
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import edu.wpi.first.wpilibj.DriverStation;
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import edu.wpi.first.wpilibj.DriverStation;
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import java.util.ArrayList;
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import java.util.ArrayList;
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import java.util.HashSet;
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import java.util.HashSet;
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@@ -85,14 +89,14 @@ public class PhotonPoseEstimator {
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* Create a new PhotonPoseEstimator.
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* Create a new PhotonPoseEstimator.
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*
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*
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* @param fieldTags A WPILib {@link AprilTagFieldLayout} linking AprilTag IDs to Pose3d objects
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* @param fieldTags A WPILib {@link AprilTagFieldLayout} linking AprilTag IDs to Pose3d objects
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* with respect to the FIRST field using the <a
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* with respect to the FIRST field using the <a href=
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* href="https://docs.wpilib.org/en/stable/docs/software/advanced-controls/geometry/coordinate-systems.html#field-coordinate-system">Field
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* "https://docs.wpilib.org/en/stable/docs/software/advanced-controls/geometry/coordinate-systems.html#field-coordinate-system">Field
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* Coordinate System</a>.
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* Coordinate System</a>.
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* @param strategy The strategy it should use to determine the best pose.
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* @param strategy The strategy it should use to determine the best pose.
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* @param camera PhotonCamera
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* @param camera PhotonCamera
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* @param robotToCamera Transform3d from the center of the robot to the camera mount position (ie,
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* @param robotToCamera Transform3d from the center of the robot to the camera mount position (ie,
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* robot ➔ camera) in the <a
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* robot ➔ camera) in the <a href=
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* href="https://docs.wpilib.org/en/stable/docs/software/advanced-controls/geometry/coordinate-systems.html#robot-coordinate-system">Robot
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* "https://docs.wpilib.org/en/stable/docs/software/advanced-controls/geometry/coordinate-systems.html#robot-coordinate-system">Robot
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* Coordinate System</a>.
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* Coordinate System</a>.
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*/
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*/
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public PhotonPoseEstimator(
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public PhotonPoseEstimator(
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@@ -106,6 +110,14 @@ public class PhotonPoseEstimator {
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this.robotToCamera = robotToCamera;
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this.robotToCamera = robotToCamera;
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}
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}
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public PhotonPoseEstimator(
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AprilTagFieldLayout fieldTags, PoseStrategy strategy, Transform3d robotToCamera) {
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this.fieldTags = fieldTags;
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this.primaryStrategy = strategy;
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this.camera = null;
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this.robotToCamera = robotToCamera;
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}
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/** Invalidates the pose cache. */
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/** Invalidates the pose cache. */
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private void invalidatePoseCache() {
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private void invalidatePoseCache() {
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poseCacheTimestampSeconds = -1;
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poseCacheTimestampSeconds = -1;
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@@ -251,7 +263,7 @@ public class PhotonPoseEstimator {
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PhotonPipelineResult cameraResult = camera.getLatestResult();
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PhotonPipelineResult cameraResult = camera.getLatestResult();
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return update(cameraResult);
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return update(cameraResult, camera.getCameraMatrix(), camera.getDistCoeffs());
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}
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}
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/**
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/**
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@@ -263,12 +275,33 @@ public class PhotonPoseEstimator {
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* pipeline results used to create the estimate
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* pipeline results used to create the estimate
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*/
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*/
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public Optional<EstimatedRobotPose> update(PhotonPipelineResult cameraResult) {
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public Optional<EstimatedRobotPose> update(PhotonPipelineResult cameraResult) {
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if (camera == null) return update(cameraResult, Optional.empty(), Optional.empty());
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return update(cameraResult, camera.getCameraMatrix(), camera.getDistCoeffs());
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}
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/**
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* Updates the estimated position of the robot. Returns empty if there are no cameras set or no
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* targets were found from the cameras.
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*
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* @param cameraResult The latest pipeline result from the camera
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* @param cameraMatrixData Camera calibration data that can be used in the case of no assigned
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* PhotonCamera.
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* @param coeffsData Camera calibration data that can be used in the case of no assigned
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* PhotonCamera
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* @return an EstimatedRobotPose with an estimated pose, and information about the camera(s) and
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* pipeline results used to create the estimate
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*/
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public Optional<EstimatedRobotPose> update(
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PhotonPipelineResult cameraResult,
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Optional<Matrix<N3, N3>> cameraMatrixData,
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Optional<Matrix<N5, N1>> coeffsData) {
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// Time in the past -- give up, since the following if expects times > 0
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// Time in the past -- give up, since the following if expects times > 0
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if (cameraResult.getTimestampSeconds() < 0) {
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if (cameraResult.getTimestampSeconds() < 0) {
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return Optional.empty();
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return Optional.empty();
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}
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}
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// If the pose cache timestamp was set, and the result is from the same timestamp, return an
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// If the pose cache timestamp was set, and the result is from the same
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// timestamp, return an
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// empty result
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// empty result
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if (poseCacheTimestampSeconds > 0
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if (poseCacheTimestampSeconds > 0
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&& Math.abs(poseCacheTimestampSeconds - cameraResult.getTimestampSeconds()) < 1e-6) {
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&& Math.abs(poseCacheTimestampSeconds - cameraResult.getTimestampSeconds()) < 1e-6) {
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@@ -283,11 +316,14 @@ public class PhotonPoseEstimator {
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return Optional.empty();
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return Optional.empty();
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}
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}
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return update(cameraResult, this.primaryStrategy);
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return update(cameraResult, cameraMatrixData, coeffsData, this.primaryStrategy);
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}
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}
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private Optional<EstimatedRobotPose> update(
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private Optional<EstimatedRobotPose> update(
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PhotonPipelineResult cameraResult, PoseStrategy strat) {
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PhotonPipelineResult cameraResult,
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Optional<Matrix<N3, N3>> cameraMatrixData,
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Optional<Matrix<N5, N1>> coeffsData,
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PoseStrategy strat) {
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Optional<EstimatedRobotPose> estimatedPose;
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Optional<EstimatedRobotPose> estimatedPose;
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switch (strat) {
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switch (strat) {
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case LOWEST_AMBIGUITY:
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case LOWEST_AMBIGUITY:
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@@ -307,7 +343,7 @@ public class PhotonPoseEstimator {
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estimatedPose = averageBestTargetsStrategy(cameraResult);
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estimatedPose = averageBestTargetsStrategy(cameraResult);
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break;
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break;
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case MULTI_TAG_PNP:
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case MULTI_TAG_PNP:
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estimatedPose = multiTagPNPStrategy(cameraResult);
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estimatedPose = multiTagPNPStrategy(cameraResult, cameraMatrixData, coeffsData);
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break;
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break;
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default:
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default:
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DriverStation.reportError(
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DriverStation.reportError(
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@@ -322,7 +358,10 @@ public class PhotonPoseEstimator {
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return estimatedPose;
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return estimatedPose;
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}
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}
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private Optional<EstimatedRobotPose> multiTagPNPStrategy(PhotonPipelineResult result) {
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private Optional<EstimatedRobotPose> multiTagPNPStrategy(
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PhotonPipelineResult result,
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Optional<Matrix<N3, N3>> cameraMatrixOpt,
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Optional<Matrix<N5, N1>> distCoeffsOpt) {
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// Arrays we need declared up front
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// Arrays we need declared up front
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var visCorners = new ArrayList<TargetCorner>();
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var visCorners = new ArrayList<TargetCorner>();
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var knownVisTags = new ArrayList<AprilTag>();
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var knownVisTags = new ArrayList<AprilTag>();
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@@ -331,7 +370,7 @@ public class PhotonPoseEstimator {
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if (result.getTargets().size() < 2) {
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if (result.getTargets().size() < 2) {
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// Run fallback strategy instead
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// Run fallback strategy instead
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return update(result, this.multiTagFallbackStrategy);
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return update(result, cameraMatrixOpt, distCoeffsOpt, this.multiTagFallbackStrategy);
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}
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}
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for (var target : result.getTargets()) {
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for (var target : result.getTargets()) {
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@@ -352,8 +391,6 @@ public class PhotonPoseEstimator {
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fieldToCamsAlt.add(tagPose.transformBy(target.getAlternateCameraToTarget().inverse()));
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fieldToCamsAlt.add(tagPose.transformBy(target.getAlternateCameraToTarget().inverse()));
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}
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}
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var cameraMatrixOpt = camera.getCameraMatrix();
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var distCoeffsOpt = camera.getDistCoeffs();
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boolean hasCalibData = cameraMatrixOpt.isPresent() && distCoeffsOpt.isPresent();
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boolean hasCalibData = cameraMatrixOpt.isPresent() && distCoeffsOpt.isPresent();
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// multi-target solvePNP
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// multi-target solvePNP
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@@ -58,12 +58,23 @@ cv::Point3d TagCornerToObjectPoint(units::meter_t cornerX,
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units::meter_t cornerY, frc::Pose3d tagPose);
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units::meter_t cornerY, frc::Pose3d tagPose);
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} // namespace detail
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} // namespace detail
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PhotonPoseEstimator::PhotonPoseEstimator(frc::AprilTagFieldLayout tags,
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PoseStrategy strat,
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frc::Transform3d robotToCamera)
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: aprilTags(tags),
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strategy(strat),
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camera(nullptr),
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m_robotToCamera(robotToCamera),
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lastPose(frc::Pose3d()),
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referencePose(frc::Pose3d()),
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poseCacheTimestamp(-1_s) {}
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PhotonPoseEstimator::PhotonPoseEstimator(frc::AprilTagFieldLayout tags,
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PhotonPoseEstimator::PhotonPoseEstimator(frc::AprilTagFieldLayout tags,
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PoseStrategy strat, PhotonCamera&& cam,
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PoseStrategy strat, PhotonCamera&& cam,
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frc::Transform3d robotToCamera)
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frc::Transform3d robotToCamera)
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: aprilTags(tags),
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: aprilTags(tags),
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strategy(strat),
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strategy(strat),
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camera(std::move(cam)),
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camera(std::make_shared<PhotonCamera>(std::move(cam))),
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m_robotToCamera(robotToCamera),
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m_robotToCamera(robotToCamera),
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lastPose(frc::Pose3d()),
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lastPose(frc::Pose3d()),
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referencePose(frc::Pose3d()),
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referencePose(frc::Pose3d()),
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@@ -84,12 +95,27 @@ void PhotonPoseEstimator::SetMultiTagFallbackStrategy(PoseStrategy strategy) {
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}
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}
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update() {
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update() {
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auto result = camera.GetLatestResult();
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if (!camera) {
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return Update(result);
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FRC_ReportError(frc::warn::Warning, "[PhotonPoseEstimator] Missing camera!",
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"");
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return std::nullopt;
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}
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auto result = camera->GetLatestResult();
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return Update(result, camera->GetCameraMatrix(), camera->GetDistCoeffs());
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}
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}
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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const PhotonPipelineResult& result) {
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const PhotonPipelineResult& result) {
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// If camera is null, best we can do is pass null calibration data
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if (!camera) {
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return Update(result, std::nullopt, std::nullopt, this->strategy);
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}
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return Update(result, camera->GetCameraMatrix(), camera->GetDistCoeffs());
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}
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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const PhotonPipelineResult& result, std::optional<cv::Mat> cameraMatrixData,
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std::optional<cv::Mat> coeffsData) {
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// Time in the past -- give up, since the following if expects times > 0
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// Time in the past -- give up, since the following if expects times > 0
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if (result.GetTimestamp() < 0_s) {
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if (result.GetTimestamp() < 0_s) {
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return std::nullopt;
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return std::nullopt;
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@@ -110,11 +136,12 @@ std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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return std::nullopt;
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return std::nullopt;
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}
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}
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return Update(result, this->strategy);
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return Update(result, cameraMatrixData, coeffsData, this->strategy);
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}
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}
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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PhotonPipelineResult result, PoseStrategy strategy) {
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PhotonPipelineResult result, std::optional<cv::Mat> cameraMatrixData,
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std::optional<cv::Mat> coeffsData, PoseStrategy strategy) {
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std::optional<EstimatedRobotPose> ret = std::nullopt;
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std::optional<EstimatedRobotPose> ret = std::nullopt;
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switch (strategy) {
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switch (strategy) {
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@@ -135,7 +162,7 @@ std::optional<EstimatedRobotPose> PhotonPoseEstimator::Update(
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ret = AverageBestTargetsStrategy(result);
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ret = AverageBestTargetsStrategy(result);
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break;
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break;
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case ::photonlib::MULTI_TAG_PNP:
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case ::photonlib::MULTI_TAG_PNP:
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ret = MultiTagPnpStrategy(result);
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ret = MultiTagPnpStrategy(result, coeffsData, cameraMatrixData);
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break;
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break;
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default:
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default:
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FRC_ReportError(frc::warn::Warning, "Invalid Pose Strategy selected!",
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FRC_ReportError(frc::warn::Warning, "Invalid Pose Strategy selected!",
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@@ -328,11 +355,13 @@ frc::Pose3d detail::ToPose3d(const cv::Mat& tvec, const cv::Mat& rvec) {
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}
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}
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::MultiTagPnpStrategy(
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std::optional<EstimatedRobotPose> PhotonPoseEstimator::MultiTagPnpStrategy(
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PhotonPipelineResult result) {
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PhotonPipelineResult result, std::optional<cv::Mat> camMat,
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std::optional<cv::Mat> distCoeffs) {
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using namespace frc;
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using namespace frc;
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if (!result.HasTargets() || result.GetTargets().size() < 2) {
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if (!result.HasTargets() || result.GetTargets().size() < 2) {
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return Update(result, this->multiTagFallbackStrategy);
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return Update(result, std::nullopt, std::nullopt,
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this->multiTagFallbackStrategy);
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}
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}
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auto const targets = result.GetTargets();
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auto const targets = result.GetTargets();
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@@ -364,8 +393,6 @@ std::optional<EstimatedRobotPose> PhotonPoseEstimator::MultiTagPnpStrategy(
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cv::Mat const rvec(3, 1, cv::DataType<double>::type);
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cv::Mat const rvec(3, 1, cv::DataType<double>::type);
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cv::Mat const tvec(3, 1, cv::DataType<double>::type);
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cv::Mat const tvec(3, 1, cv::DataType<double>::type);
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auto const camMat = camera.GetCameraMatrix();
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auto const distCoeffs = camera.GetDistCoeffs();
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if (!camMat || !distCoeffs) {
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if (!camMat || !distCoeffs) {
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return std::nullopt;
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return std::nullopt;
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}
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}
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@@ -90,6 +90,23 @@ class PhotonPoseEstimator {
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PoseStrategy strategy, PhotonCamera&& camera,
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PoseStrategy strategy, PhotonCamera&& camera,
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frc::Transform3d robotToCamera);
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frc::Transform3d robotToCamera);
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/**
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* Create a new PhotonPoseEstimator.
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*
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* <p>Example: {@code <code> <p> Map<Integer, Pose3d> map = new HashMap<>();
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* <p> map.put(1, new Pose3d(1.0, 2.0, 3.0, new Rotation3d())); // Tag ID 1 is
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* at (1.0,2.0,3.0) </code> }
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*
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* @param aprilTags A AprilTagFieldLayout linking AprilTag IDs to Pose3ds with
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* respect to the FIRST field.
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* @param strategy The strategy it should use to determine the best pose.
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* @param robotToCamera Transform3d from the center of the robot to the camera
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* mount positions (ie, robot ➔ camera).
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*/
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explicit PhotonPoseEstimator(frc::AprilTagFieldLayout aprilTags,
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PoseStrategy strategy,
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frc::Transform3d robotToCamera);
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/**
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/**
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* Get the AprilTagFieldLayout being used by the PositionEstimator.
|
* Get the AprilTagFieldLayout being used by the PositionEstimator.
|
||||||
*
|
*
|
||||||
@@ -181,14 +198,22 @@ class PhotonPoseEstimator {
|
|||||||
*/
|
*/
|
||||||
std::optional<EstimatedRobotPose> Update(const PhotonPipelineResult& result);
|
std::optional<EstimatedRobotPose> Update(const PhotonPipelineResult& result);
|
||||||
|
|
||||||
inline PhotonCamera& GetCamera() { return camera; }
|
/**
|
||||||
|
* Update the pose estimator.
|
||||||
|
*/
|
||||||
|
std::optional<EstimatedRobotPose> Update(
|
||||||
|
const PhotonPipelineResult& result,
|
||||||
|
std::optional<cv::Mat> cameraMatrixData,
|
||||||
|
std::optional<cv::Mat> coeffsData);
|
||||||
|
|
||||||
|
inline std::shared_ptr<PhotonCamera> GetCamera() { return camera; }
|
||||||
|
|
||||||
private:
|
private:
|
||||||
frc::AprilTagFieldLayout aprilTags;
|
frc::AprilTagFieldLayout aprilTags;
|
||||||
PoseStrategy strategy;
|
PoseStrategy strategy;
|
||||||
PoseStrategy multiTagFallbackStrategy = LOWEST_AMBIGUITY;
|
PoseStrategy multiTagFallbackStrategy = LOWEST_AMBIGUITY;
|
||||||
|
|
||||||
PhotonCamera camera;
|
std::shared_ptr<PhotonCamera> camera;
|
||||||
frc::Transform3d m_robotToCamera;
|
frc::Transform3d m_robotToCamera;
|
||||||
|
|
||||||
frc::Pose3d lastPose;
|
frc::Pose3d lastPose;
|
||||||
@@ -198,8 +223,9 @@ class PhotonPoseEstimator {
|
|||||||
|
|
||||||
inline void InvalidatePoseCache() { poseCacheTimestamp = -1_s; }
|
inline void InvalidatePoseCache() { poseCacheTimestamp = -1_s; }
|
||||||
|
|
||||||
std::optional<EstimatedRobotPose> Update(PhotonPipelineResult result,
|
std::optional<EstimatedRobotPose> Update(
|
||||||
PoseStrategy strategy);
|
PhotonPipelineResult result, std::optional<cv::Mat> cameraMatrixData,
|
||||||
|
std::optional<cv::Mat> coeffsData, PoseStrategy strategy);
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* Return the estimated position of the robot with the lowest position
|
* Return the estimated position of the robot with the lowest position
|
||||||
@@ -242,7 +268,8 @@ class PhotonPoseEstimator {
|
|||||||
timestamp of this estimation.
|
timestamp of this estimation.
|
||||||
*/
|
*/
|
||||||
std::optional<EstimatedRobotPose> MultiTagPnpStrategy(
|
std::optional<EstimatedRobotPose> MultiTagPnpStrategy(
|
||||||
PhotonPipelineResult result);
|
PhotonPipelineResult result, std::optional<cv::Mat> camMat,
|
||||||
|
std::optional<cv::Mat> distCoeffs);
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* Return the average of the best target poses using ambiguity as weight.
|
* Return the average of the best target poses using ambiguity as weight.
|
||||||
|
|||||||
@@ -257,8 +257,8 @@ TEST(PhotonPoseEstimatorTest, ClosestToLastPose) {
|
|||||||
frc::Rotation3d(0_rad, 0_rad, 0_rad)),
|
frc::Rotation3d(0_rad, 0_rad, 0_rad)),
|
||||||
0.4, corners, detectedCorners}};
|
0.4, corners, detectedCorners}};
|
||||||
|
|
||||||
estimator.GetCamera().testResult = {2_ms, targetsThree};
|
estimator.GetCamera()->testResult = {2_ms, targetsThree};
|
||||||
estimator.GetCamera().testResult.SetTimestamp(units::second_t(21));
|
estimator.GetCamera()->testResult.SetTimestamp(units::second_t(21));
|
||||||
|
|
||||||
estimatedPose = estimator.Update();
|
estimatedPose = estimator.Update();
|
||||||
ASSERT_TRUE(estimatedPose);
|
ASSERT_TRUE(estimatedPose);
|
||||||
@@ -345,14 +345,14 @@ TEST(PhotonPoseEstimatorTest, PoseCache) {
|
|||||||
aprilTags, photonlib::AVERAGE_BEST_TARGETS, std::move(cameraOne), {});
|
aprilTags, photonlib::AVERAGE_BEST_TARGETS, std::move(cameraOne), {});
|
||||||
|
|
||||||
// empty input, expect empty out
|
// empty input, expect empty out
|
||||||
estimator.GetCamera().testResult = {2_ms, {}};
|
estimator.GetCamera()->testResult = {2_ms, {}};
|
||||||
estimator.GetCamera().testResult.SetTimestamp(units::second_t(1));
|
estimator.GetCamera()->testResult.SetTimestamp(units::second_t(1));
|
||||||
auto estimatedPose = estimator.Update();
|
auto estimatedPose = estimator.Update();
|
||||||
EXPECT_FALSE(estimatedPose);
|
EXPECT_FALSE(estimatedPose);
|
||||||
|
|
||||||
// Set result, and update -- expect present and timestamp to be 15
|
// Set result, and update -- expect present and timestamp to be 15
|
||||||
estimator.GetCamera().testResult = {3_ms, targets};
|
estimator.GetCamera()->testResult = {3_ms, targets};
|
||||||
estimator.GetCamera().testResult.SetTimestamp(units::second_t(15));
|
estimator.GetCamera()->testResult.SetTimestamp(units::second_t(15));
|
||||||
estimatedPose = estimator.Update();
|
estimatedPose = estimator.Update();
|
||||||
EXPECT_TRUE(estimatedPose);
|
EXPECT_TRUE(estimatedPose);
|
||||||
EXPECT_NEAR(15, estimatedPose.value().timestamp.to<double>(), 1e-6);
|
EXPECT_NEAR(15, estimatedPose.value().timestamp.to<double>(), 1e-6);
|
||||||
|
|||||||
Reference in New Issue
Block a user