C# OpenVINO Sharp 使用 Anomalib PatchCore 进行缺陷检测

检测效果如下 (模型数据集为 MVTecDataset 的 bottle 类):

模型信息如下:

界面设计 (Form2.Designer.cs)

using System.Drawing;
using System.Windows.Forms;
using System;

namespace yolo_world_opencvsharp_net4._8
{
    partial class Form2
    {
        private System.ComponentModel.IContainer components = null;
        private PictureBox originalImageBox;
        private PictureBox anomalyMapBox;
        private PictureBox predMaskBox;
        private Button loadImageButton;
        private Button inferenceButton;
        private Label scoreLabel;
        private Label labelLabel;
        private ProgressBar progressBar;

        protected override void Dispose(bool disposing)
        {
            if (disposing && (components != null))
            {
                components.Dispose();
            }
            base.Dispose(disposing);
        }

        private  ()
        {
            .originalImageBox =  System.Windows.Forms.PictureBox();
            .anomalyMapBox =  System.Windows.Forms.PictureBox();
            .predMaskBox =  System.Windows.Forms.PictureBox();
            .loadImageButton =  System.Windows.Forms.Button();
            .inferenceButton =  System.Windows.Forms.Button();
            .scoreLabel =  System.Windows.Forms.Label();
            .labelLabel =  System.Windows.Forms.Label();
            .progressBar =  System.Windows.Forms.ProgressBar();
            .elapsedTimeLabel =  System.Windows.Forms.Label();
            ((System.ComponentModel.ISupportInitialize)(.originalImageBox)).BeginInit();
            ((System.ComponentModel.ISupportInitialize)(.anomalyMapBox)).BeginInit();
            ((System.ComponentModel.ISupportInitialize)(.predMaskBox)).BeginInit();
            .SuspendLayout();
            
            
            
            .originalImageBox.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;
            .originalImageBox.Location =  System.Drawing.Point(, );
            .originalImageBox.Name = ;
            .originalImageBox.Size =  System.Drawing.Size(, );
            .originalImageBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom;
            .originalImageBox.TabIndex = ;
            .originalImageBox.TabStop = ;
            
            
            
            .anomalyMapBox.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;
            .anomalyMapBox.Location =  System.Drawing.Point(, );
            .anomalyMapBox.Name = ;
            .anomalyMapBox.Size =  System.Drawing.Size(, );
            .anomalyMapBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom;
            .anomalyMapBox.TabIndex = ;
            .anomalyMapBox.TabStop = ;
            
            
            
            .predMaskBox.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;
            .predMaskBox.Location =  System.Drawing.Point(, );
            .predMaskBox.Name = ;
            .predMaskBox.Size =  System.Drawing.Size(, );
            .predMaskBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.Zoom;
            .predMaskBox.TabIndex = ;
            .predMaskBox.TabStop = ;
            
            
            
            .loadImageButton.Location =  System.Drawing.Point(, );
            .loadImageButton.Name = ;
            .loadImageButton.Size =  System.Drawing.Size(, );
            .loadImageButton.TabIndex = ;
            .loadImageButton.Text = ;
            .loadImageButton.Click +=  System.EventHandler(.LoadImageButton_Click);
            
            
            
            .inferenceButton.Enabled = ;
            .inferenceButton.Location =  System.Drawing.Point(, );
            .inferenceButton.Name = ;
            .inferenceButton.Size =  System.Drawing.Size(, );
            .inferenceButton.TabIndex = ;
            .inferenceButton.Text = ;
            .inferenceButton.Click +=  System.EventHandler(.InferenceButton_Click);
            
            
            
            .scoreLabel.Location =  System.Drawing.Point(, );
            .scoreLabel.Name = ;
            .scoreLabel.Size =  System.Drawing.Size(, );
            .scoreLabel.TabIndex = ;
            .scoreLabel.Text = ;
            
            
            
            .labelLabel.Location =  System.Drawing.Point(, );
            .labelLabel.Name = ;
            .labelLabel.Size =  System.Drawing.Size(, );
            .labelLabel.TabIndex = ;
            .labelLabel.Text = ;
            
            
            
            .progressBar.Location =  System.Drawing.Point(, );
            .progressBar.Name = ;
            .progressBar.Size =  System.Drawing.Size(, );
            .progressBar.TabIndex = ;
            .progressBar.Visible = ;
            
            
            
            .elapsedTimeLabel.AutoSize = ;
            .elapsedTimeLabel.Location =  System.Drawing.Point(, );
            .elapsedTimeLabel.Name = ;
            .elapsedTimeLabel.Size =  System.Drawing.Size(, );
            .elapsedTimeLabel.TabIndex = ;
            .elapsedTimeLabel.Text = ;
            
            
            
            .AutoScaleDimensions =  System.Drawing.SizeF(, );
            .AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
            .ClientSize =  System.Drawing.Size(, );
            .Controls.Add(.elapsedTimeLabel);
            .Controls.Add(.originalImageBox);
            .Controls.Add(.anomalyMapBox);
            .Controls.Add(.predMaskBox);
            .Controls.Add(.loadImageButton);
            .Controls.Add(.inferenceButton);
            .Controls.Add(.scoreLabel);
            .Controls.Add(.labelLabel);
            .Controls.Add(.progressBar);
            .Name = ;
            .Text = ;
            ((System.ComponentModel.ISupportInitialize)(.originalImageBox)).EndInit();
            ((System.ComponentModel.ISupportInitialize)(.anomalyMapBox)).EndInit();
            ((System.ComponentModel.ISupportInitialize)(.predMaskBox)).EndInit();
            .ResumeLayout();
            .PerformLayout();
        }

         Label elapsedTimeLabel;
    }
}