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Populate classId and confidence level for object detection in Java simulation (#2372)
## Description compute confidence level based on target area in total image size and populate classId and confidence level in Java (while building the PhotonTrackedTarget) ## Changes - Add new VisionTargetSim constructor for object detection - If class ID specified but confidence = -1, estimate based on total area --------- Co-authored-by: Matt Morley <matthew.morley.ca@gmail.com>
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@@ -95,6 +95,27 @@ These `TargetModel` are paired with a target pose to create a `VisionTargetSim`.
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The pose of a `VisionTargetSim` object can be updated to simulate moving targets. Note, however, that this will break latency simulation for that target.
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:::
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To use simulated object detection, you must provide an objDetClassId (zero-indexed class ID) and confidence value. When you set objDetConf to -1, the simulation computes confidence based on the area of the target in the camera's field of view. To simulate a object detection model with one class (fuel, index 0) and specify confidence, you'd write:
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```{eval-rst}
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.. tab-set-code::
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.. code-block:: java
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// arbitrary position on field
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final var targetPose = new Pose3d(new Translation3d(2, 0, 0), new Rotation3d());
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// Class id, zero-indexed
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final int classId = 0;
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// Confidence, between 0 and 1.
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final float conf = 0.67f;
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// 6 inch diameter ball
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final TargetModel ballModel = new TargetModel(Units.inchesToMeters(6));
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final var ballTargetSim = new VisionTargetSim(targetPose, ballModel, classId, conf);
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// Add this vision target to the vision system simulation to make it visible
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visionSim.addVisionTargets(visionTarget);
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```
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For convenience, an `AprilTagFieldLayout` can also be added to automatically create a target for each of its AprilTags.
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```{eval-rst}
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