Health/Assets/Scripts/PoseCheck/EstimateModel/Estimator.cs

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using OpenCVForUnity.CoreModule;
using OpenCVForUnity.ImgprocModule;
using OpenCVForUnity.UnityUtils;
using OpenCVForUnity.UnityUtils.Helper;
using System;
using System.Collections.Generic;
using UnityEngine;
using Yoga;
public abstract class Estimator
{
//初始化
public void Init()
{
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InitModel();
}
public abstract void InitModel();
public void Dispose()
{
DisposeModel();
}
public abstract void DisposeModel();
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public abstract bool Esitmate(Mat bgrMat, Mat rgbaMat, out List<Point> points);
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protected bool IsObjectValid(float[] box, float[] confidence, float[] classID, Mat rgbaMat)
{
if ((int)classID[0] != 0 || confidence[0] < 0.6f) //只检测人体且置信度大于60%
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return false;
//是否满足主驾/副驾的位置条件
float width = rgbaMat.width();
//获取矩形的中点
float centerX = (box[0] + box[2]) / 2;
//左边副驾驶,右边主驾驶
if (centerX < width / 2) //主驾驶
{
//选择为副驾驶返回false
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if (!GlobalData.Instance.IsDriverPosition)
return false;
}
else //副驾驶
{
//选择为主驾驶返回false
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if (GlobalData.Instance.IsDriverPosition)
return false;
}
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return true;
}
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public abstract void DebugPrint(ref Mat img, bool isRGB = false);
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public virtual bool Check(ref Mat img) { return true; }
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}