Mohsen Kamalzadeh
4 年前
当前提交
93a942e5
共有 2 个文件被更改,包括 318 次插入 和 0 次删除
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307com.unity.perception/Tests/Runtime/GroundTruthTests/KeypointGroundTruthTests.cs
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11com.unity.perception/Tests/Runtime/GroundTruthTests/KeypointGroundTruthTests.cs.meta
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using System; |
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using System.Collections; |
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using System.Collections.Generic; |
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using System.Linq; |
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using NUnit.Framework; |
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using UnityEngine; |
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using UnityEngine.Perception.GroundTruth; |
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using UnityEngine.TestTools; |
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namespace GroundTruthTests |
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{ |
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[TestFixture] |
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public class KeyPointGroundTruthTests : GroundTruthTestBase |
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{ |
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static GameObject SetupCamera(IdLabelConfig config, KeypointTemplate template, Action<List<KeypointLabeler.KeypointEntry>> computeListener) |
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{ |
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var cameraObject = new GameObject(); |
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cameraObject.SetActive(false); |
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var camera = cameraObject.AddComponent<Camera>(); |
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camera.orthographic = false; |
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camera.fieldOfView = 60; |
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camera.nearClipPlane = 0.3f; |
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camera.farClipPlane = 1000; |
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camera.transform.position = new Vector3(0, 0, -10); |
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var perceptionCamera = cameraObject.AddComponent<PerceptionCamera>(); |
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perceptionCamera.captureRgbImages = false; |
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var keyPointLabeler = new KeypointLabeler(config, template); |
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if (computeListener != null) |
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keyPointLabeler.KeypointsComputed += computeListener; |
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perceptionCamera.AddLabeler(keyPointLabeler); |
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return cameraObject; |
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} |
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static KeypointTemplate CreateTestTemplate(Guid guid, string label) |
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{ |
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var keypoints = new[] |
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{ |
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new KeypointDefinition |
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{ |
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label = "FrontLowerLeft", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "FrontUpperLeft", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "FrontUpperRight", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "FrontLowerRight", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "BackLowerLeft", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "BackUpperLeft", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "BackUpperRight", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "BackLowerRight", |
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associateToRig = false, |
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color = Color.black |
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}, |
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new KeypointDefinition |
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{ |
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label = "Center", |
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associateToRig = false, |
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color = Color.black |
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} |
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}; |
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var skeleton = new[] |
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{ |
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new SkeletonDefinition |
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{ |
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joint1 = 0, |
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joint2 = 1, |
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color = Color.magenta |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 1, |
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joint2 = 2, |
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color = Color.magenta |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 2, |
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joint2 = 3, |
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color = Color.magenta |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 3, |
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joint2 = 0, |
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color = Color.magenta |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 4, |
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joint2 = 5, |
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color = Color.blue |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 5, |
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joint2 = 6, |
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color = Color.blue |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 6, |
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joint2 = 7, |
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color = Color.blue |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 7, |
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joint2 = 4, |
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color = Color.blue |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 0, |
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joint2 = 4, |
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color = Color.green |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 1, |
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joint2 = 5, |
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color = Color.green |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 2, |
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joint2 = 6, |
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color = Color.green |
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}, |
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new SkeletonDefinition |
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{ |
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joint1 = 3, |
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joint2 = 7, |
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color = Color.green |
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}, |
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}; |
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var template = ScriptableObject.CreateInstance<KeypointTemplate>(); |
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template.templateID = guid.ToString(); |
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template.templateName = label; |
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template.jointTexture = null; |
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template.skeletonTexture = null; |
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template.keypoints = keypoints; |
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template.skeleton = skeleton; |
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return template; |
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} |
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[Test] |
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public void KeypointTemplate_CreateTemplateTest() |
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{ |
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var guid = Guid.NewGuid(); |
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const string label = "TestTemplate"; |
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var template = CreateTestTemplate(guid, label); |
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Assert.AreEqual(template.templateID, guid.ToString()); |
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Assert.AreEqual(template.templateName, label); |
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Assert.IsNull(template.jointTexture); |
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Assert.IsNull(template.skeletonTexture); |
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Assert.IsNotNull(template.keypoints); |
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Assert.IsNotNull(template.skeleton); |
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Assert.AreEqual(template.keypoints.Length, 9); |
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Assert.AreEqual(template.skeleton.Length, 12); |
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var k0 = template.keypoints[0]; |
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Assert.NotNull(k0); |
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Assert.AreEqual(k0.label, "FrontLowerLeft"); |
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Assert.False(k0.associateToRig); |
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Assert.AreEqual(k0.color, Color.black); |
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var s0 = template.skeleton[0]; |
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Assert.NotNull(s0); |
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Assert.AreEqual(s0.joint1, 0); |
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Assert.AreEqual(s0.joint2, 1); |
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Assert.AreEqual(s0.color, Color.magenta); |
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} |
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static IdLabelConfig SetUpLabelConfig() |
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{ |
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var cfg = ScriptableObject.CreateInstance<IdLabelConfig>(); |
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cfg.Init(new List<IdLabelEntry>() |
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{ |
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new IdLabelEntry |
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{ |
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id = 1, |
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label = "label" |
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} |
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}); |
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return cfg; |
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} |
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static void SetupCubeJoint(GameObject cube, KeypointTemplate template, string label, float x, float y, float z) |
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{ |
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var joint = new GameObject(); |
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joint.transform.parent = cube.transform; |
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joint.transform.localPosition = new Vector3(x, y, z); |
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var jointLabel = joint.AddComponent<JointLabel>(); |
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jointLabel.templateInformation = new List<JointLabel.TemplateData>(); |
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var templateData = new JointLabel.TemplateData |
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{ |
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template = template, |
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label = label |
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}; |
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jointLabel.templateInformation.Add(templateData); |
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} |
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static void SetupCubeJoints(GameObject cube, KeypointTemplate template) |
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{ |
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SetupCubeJoint(cube, template, "FrontLowerLeft", -0.5f, -0.5f, -0.5f); |
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SetupCubeJoint(cube, template, "FrontUpperLeft", -0.5f, 0.5f, -0.5f); |
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SetupCubeJoint(cube, template, "FrontUpperRight", 0.5f, 0.5f, -0.5f); |
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SetupCubeJoint(cube, template, "FrontLowerRight", 0.5f, -0.5f, -0.5f); |
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SetupCubeJoint(cube, template, "BackLowerLeft", -0.5f, -0.5f, 0.5f); |
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SetupCubeJoint(cube, template, "BackUpperLeft", -0.5f, 0.5f, 0.5f); |
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SetupCubeJoint(cube, template, "BackUpperRight", 0.5f, 0.5f, 0.5f); |
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SetupCubeJoint(cube, template, "BackLowerRight", 0.5f, -0.5f, 0.5f); |
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} |
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[UnityTest] |
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public IEnumerator Keypoint_TestStaticLabeledCube() |
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{ |
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var incoming = new List<List<KeypointLabeler.KeypointEntry>>(); |
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var template = CreateTestTemplate(Guid.NewGuid(), "TestTemplate"); |
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var cam = SetupCamera(SetUpLabelConfig(), template, (data) => |
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{ |
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incoming.Add(data); |
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}); |
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var cube = TestHelper.CreateLabeledCube(scale: 6, z: 8); |
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SetupCubeJoints(cube, template); |
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cube.SetActive(true); |
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cam.SetActive(true); |
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AddTestObjectForCleanup(cam); |
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AddTestObjectForCleanup(cube); |
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yield return null; |
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yield return null; |
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var testCase = incoming.Last(); |
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Assert.AreEqual(1, testCase.Count); |
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var t = testCase.First(); |
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Assert.NotNull(t); |
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Assert.AreEqual(1, t.instance_id); |
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Assert.AreEqual(1, t.label_id); |
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Assert.AreEqual(template.templateID.ToString(), t.template_guid); |
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Assert.AreEqual(9, t.keypoints.Length); |
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Assert.AreEqual(t.keypoints[0].x, t.keypoints[1].x); |
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Assert.AreEqual(t.keypoints[2].x, t.keypoints[3].x); |
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Assert.AreEqual(t.keypoints[4].x, t.keypoints[5].x); |
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Assert.AreEqual(t.keypoints[6].x, t.keypoints[7].x); |
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Assert.AreEqual(t.keypoints[0].y, t.keypoints[3].y); |
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Assert.AreEqual(t.keypoints[1].y, t.keypoints[2].y); |
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Assert.AreEqual(t.keypoints[4].y, t.keypoints[7].y); |
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Assert.AreEqual(t.keypoints[5].y, t.keypoints[6].y); |
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for (var i = 0; i < 9; i++) Assert.AreEqual(i, t.keypoints[i].index); |
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for (var i = 0; i < 8; i++) Assert.AreEqual(2, t.keypoints[i].state); |
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Assert.Zero(t.keypoints[8].state); |
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Assert.Zero(t.keypoints[8].x); |
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Assert.Zero(t.keypoints[8].y); |
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} |
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} |
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} |
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fileFormatVersion: 2 |
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guid: c62092ba10e4e4a80a0ec03e6e92593a |
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MonoImporter: |
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externalObjects: {} |
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serializedVersion: 2 |
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defaultReferences: [] |
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executionOrder: 0 |
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icon: {instanceID: 0} |
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userData: |
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assetBundleName: |
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assetBundleVariant: |
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