【机械视觉】C#+VisionPro联合编程———【四、检测彩色保险丝实例,以及C#+VisionPro的两种写法】
在机械视觉C#+VisionPro联合编程编程中,在处理业务逻辑时通常会有两种写法,一种是将逻辑代码编写在visionPro中然后再使用C#将visionPro工具加载到vs中,另一种是先通过C#加载visionPro工具到vs中再使用C#在vs中编写逻辑代码。
本篇文章将用检测彩色保险丝的实例将这两种写法分别展现出来。
实例一写法(在vs中编写逻辑代码)
所用的winform工具:
- button
- label
- cogRecordDisplay
实现逻辑
此案例用的是复合颜色匹配工具CogCompositeColorMatchTool和CogPMAlignTool,用了脚本实现,功能更加强大,这个借用的脚本能实现多个颜色数量一起显示。
先将复合颜色匹配工具训练各个颜色数据,将PMA匹配到的每个保险丝,然后保存工具。
在vs中加载复合颜色匹配工具和PMA工具,将PMA匹配到的每个保险丝位置信息传给复合颜色匹配工具,然后在代码中运行此工具,将匹配得到的颜色数量存储在一个变量中,最后再用label进行显示。
第一步、训练复合颜色匹配工具和PMA工具(并且保存)
第二步、将工具加载到vs中
Pma = (CogPMAlignTool)CogSerializer.LoadObjectFromFile("./pma.vpp");
Col = (CogCompositeColorMatchTool)CogSerializer.LoadObjectFromFile("./col.vpp");
第三步、将PMA匹配到的每个保险丝位置信息传给复合颜色匹配工具,然后在代码中运行此工具,获取匹配结果并将结果展示在label
for (int i = 0; i < Pma.Results.Count; i++)
{CogCircle cir = Col.Region as CogCircle;cir.CenterX = Pma.Results[i].GetPose().TranslationX;cir.CenterY = Pma.Results[i].GetPose().TranslationY;Col.Region = cir;Col.Run();string name = Col.Result.ResultOfBestMatch.Color.Name;switch (name){case "red":dic["红色"] = dic["红色"] += 1;break;case "blue":dic["蓝色"] = dic["蓝色"] += 1;break;case "green":dic["绿色"] = dic["绿色"] += 1;break;case "orange":dic["橙色"] = dic["橙色"] += 1;break;case "yellow":dic["黄色"] = dic["黄色"] += 1;break;}}this.label1.Text = $"红色:{dic["红色"]}, 蓝色: {dic["蓝色"]}, 绿色: {dic["绿色"]}, 橙色: {dic["橙色"]}, 黄色: {dic["黄色"]}";
完整代码
public partial class Form1 : Form
{public Form1(){InitializeComponent();}CogPMAlignTool Pma = null;CogCompositeColorMatchTool Col = null;Dictionary<string, int> dic = null;/// <summary>/// 加载/// </summary>/// <param name="sender"></param>/// <param name="e"></param>private void button1_Click(object sender, EventArgs e){dic = new System.Collections.Generic.Dictionary<string, int>();if (Pma != null&&Col!=null){MessageBox.Show("已加载");}Pma = (CogPMAlignTool)CogSerializer.LoadObjectFromFile("./pma.vpp");Col = (CogCompositeColorMatchTool)CogSerializer.LoadObjectFromFile("./col.vpp");Bitmap bitmap = Image.FromFile("./bxs.png") as Bitmap;CogImage8Grey img8 = new CogImage8Grey(bitmap);Pma.InputImage = img8;CogImage24PlanarColor img24 = new CogImage24PlanarColor(bitmap);Col.InputImage = img24;Pma.Run();this.cogRecordDisplay1.Image = img24;this.cogRecordDisplay1.Fit();// this.cogRecordDisplay1.Record = Pma.CreateLastRunRecord().SubRecords[0];this.label2.Text = "Count: "+Pma.Results.Count;dic.Add("红色",0);dic.Add("黄色",0);dic.Add("绿色",0);dic.Add("橙色",0);dic.Add("蓝色",0);}/// <summary>/// 匹配/// </summary>/// <param name="sender"></param>/// <param name="e"></param>private void button2_Click(object sender, EventArgs e){for (int i = 0; i < Pma.Results.Count; i++){CogCircle cir = Col.Region as CogCircle;cir.CenterX = Pma.Results[i].GetPose().TranslationX;cir.CenterY = Pma.Results[i].GetPose().TranslationY;Col.Region = cir;Col.Run();string name = Col.Result.ResultOfBestMatch.Color.Name;switch (name){case "red":dic["红色"] = dic["红色"] += 1;break;case "blue":dic["蓝色"] = dic["蓝色"] += 1;break;case "green":dic["绿色"] = dic["绿色"] += 1;break;case "orange":dic["橙色"] = dic["橙色"] += 1;break;case "yellow":dic["黄色"] = dic["黄色"] += 1;break;}}this.label1.Text = $"红色:{dic["红色"]}, 蓝色: {dic["蓝色"]}, 绿色: {dic["绿色"]}, 橙色: {dic["橙色"]}, 黄色: {dic["黄色"]}";}}
实例二写法(在visionPro中编写逻辑代码)
所用的winform工具:
- button
- label
- cogRecordDisplay
实现逻辑
先在visionPro中添加toolblock工具并在工具中训练复合颜色和pma匹配工具,然后使用toolblock工具中的C# Advanced Script脚本编写逻辑代码,将PMA匹配到的每个保险丝位置信息传给复合颜色匹配工具,然后在代码中运行此工具,将匹配结果进行展现。
将工具保存到本地,然后使用C#在vs中加载,将匹配结果展现在winform中。
第一步、在toolblock中训练复合颜色匹配工具和PMA工具
第二步、在toolblock中编写逻辑代码,并且保存
将PMA匹配到的每个保险丝位置信息传给复合颜色匹配工具,然后在代码中运行此工具,将匹配结果进行展现。
#region namespace imports
using System;
using System.Collections;
using System.Drawing;
using System.IO;
using System.Windows.Forms;
using Cognex.VisionPro;
using Cognex.VisionPro.ToolBlock;
using Cognex.VisionPro3D;
using Cognex.VisionPro.ImageProcessing;
using Cognex.VisionPro.PMAlign;
using Cognex.VisionPro.CompositeColorMatch;
#endregionpublic class CogToolBlockAdvancedScript : CogToolBlockAdvancedScriptBase
{#region Private Member Variablesprivate Cognex.VisionPro.ToolBlock.CogToolBlock mToolBlock;#endregionCogGraphicCollection cc = new CogGraphicCollection();/// <summary>/// Called when the parent tool is run./// Add code here to customize or replace the normal run behavior./// </summary>/// <param name="message">Sets the Message in the tool's RunStatus.</param>/// <param name="result">Sets the Result in the tool's RunStatus</param>/// <returns>True if the tool should run normally,/// False if GroupRun customizes run behavior</returns>public override bool GroupRun(ref string message, ref CogToolResultConstants result){// To let the execution stop in this script when a debugger is attached, uncomment the following lines.// #if DEBUG// if (System.Diagnostics.Debugger.IsAttached) System.Diagnostics.Debugger.Break();// #endifcc.Clear();// Run each tool using the RunTool functionforeach(ICogTool tool in mToolBlock.Tools)mToolBlock.RunTool(tool, ref message, ref result);CogPMAlignTool pma = mToolBlock.Tools["CogPMAlignTool1"] as CogPMAlignTool;CogCompositeColorMatchTool match = mToolBlock.Tools["CogCompositeColorMatchTool1"] as CogCompositeColorMatchTool;for (int i = 0; i < pma.Results.Count; i++){CogRectangleAffine ret = match.Region as CogRectangleAffine;ret.CenterX = pma.Results[i].GetPose().TranslationX;ret.CenterY = pma.Results[i].GetPose().TranslationY;ret.Rotation = pma.Results[i].GetPose().Rotation;match.Region = ret;match.Run();CogGraphicLabel label = new CogGraphicLabel();label.SetXYText(pma.Results[i].GetPose().TranslationX,pma.Results[i].GetPose().TranslationY-20,match.Result.ResultOfBestMatch.Color.Name);cc.Add(label);}return false;}#region When the Current Run Record is Created/// <summary>/// Called when the current record may have changed and is being reconstructed/// </summary>/// <param name="currentRecord">/// The new currentRecord is available to be initialized or customized.</param>public override void ModifyCurrentRunRecord(Cognex.VisionPro.ICogRecord currentRecord){}#endregion#region When the Last Run Record is Created/// <summary>/// Called when the last run record may have changed and is being reconstructed/// </summary>/// <param name="lastRecord">/// The new last run record is available to be initialized or customized.</param>public override void ModifyLastRunRecord(Cognex.VisionPro.ICogRecord lastRecord){foreach (ICogGraphic item in cc){mToolBlock.AddGraphicToRunRecord(item,lastRecord,"CogImageConvertTool1.InputImage","");}}#endregion#region When the Script is Initialized/// <summary>/// Perform any initialization required by your script here/// </summary>/// <param name="host">The host tool</param>public override void Initialize(Cognex.VisionPro.ToolGroup.CogToolGroup host){// DO NOT REMOVE - Call the base class implementation first - DO NOT REMOVEbase.Initialize(host);// Store a local copy of the script hostthis.mToolBlock = ((Cognex.VisionPro.ToolBlock.CogToolBlock)(host));}#endregion}
第三步、将工具加载到vs中并且展示结果
public partial class Form1 : Form
{public Form1(){InitializeComponent();}CogToolBlock tb;/// <summary>/// 加载/// </summary>/// <param name="sender"></param>/// <param name="e"></param>private void button1_Click(object sender, EventArgs e){tb = CogSerializer.LoadObjectFromFile("./Bxs.vpp") as CogToolBlock;if (tb != null) { MessageBox.Show("加载完成!!!"); }}/// <summary>/// 匹配/// </summary>/// <param name="sender"></param>/// <param name="e"></param>private void button2_Click(object sender, EventArgs e){tb.Run();this.cogRecordDisplay1.Record = tb.CreateLastRunRecord().SubRecords[0];this.label2.Text = "Count: "+(tb.Tools[1] as CogPMAlignTool).Results.Count.ToString();}
}