C# OpenVINO 模型信息查看工具

效果

支持模型

项目

代码

下载

C# OpenVINO 模型信息查看工具

效果

支持模型

ONNX format (*.onnx)
PDPD (*.pdmodel)
TF (*.pb)
TFLite (*.tflite)

项目

代码

using Sdcb.OpenVINO;
using System;
using System.Collections.Generic;
using System.Text;
using System.Windows.Forms;

namespace OpenVINO_Demo
{
public partial class Form1 : Form
{
public Form1()
{
InitializeComponent();
}

/*
模型可选类型
ONNX format (*.onnx)
PDPD (*.pdmodel)
TF (*.pb)
TFLite (*.tflite)
*/
string fileFilter = "*.*|*.onnx;*.pdmodel;*.pb;*.tflite;*.tiff;";

StringBuilder sb = new StringBuilder();
string model_path = "";

private void button1_Click(object sender, EventArgs e)
{
OpenFileDialog ofd = new OpenFileDialog();
ofd.Filter = fileFilter;
if (ofd.ShowDialog() != DialogResult.OK) return;

txtInfo.Text = "";
model_path = ofd.FileName;
txtPath.Text = model_path;

txtInfo.Text = "正在读取，请稍后……";
Application.DoEvents();

sb.Clear();
txtInfo.Text = "";

try
{
var v = OVCore.Version.ToString();
sb.AppendLine(v);
sb.AppendLine("---------------------------------------------------------------");
var ad = OVCore.Shared.AvailableDevices;
sb.AppendLine("本机可用设备");
foreach (var item in ad)
{
sb.AppendLine(item.ToString());
}
sb.AppendLine("---------------------------------------------------------------");

Model rawModel = OVCore.Shared.ReadModel(model_path);
//Inputs
sb.AppendLine("");
sb.AppendLine("Inputs");
sb.AppendLine("-------------------------");

IOPort temp;
Dimension[] dim;
IEnumerator<IOPort> items = rawModel.Inputs.GetEnumerator();
while (items.MoveNext())
{
temp = items.Current;
sb.AppendLine("name：" + temp.Name);
dim = temp.PartialShape.Dimensions;
sb.AppendLine("tensor：" + temp.ElementType + "[" + String.Join(", ", dim) + "]");
sb.AppendLine("");
}
sb.AppendLine("---------------------------------------------------------------");

//Outputs
sb.AppendLine("");
sb.AppendLine("Outputs");
sb.AppendLine("-------------------------");
items = rawModel.Outputs.GetEnumerator();
while (items.MoveNext())
{
temp = items.Current;
sb.AppendLine("name：" + temp.Name);
dim = temp.PartialShape.Dimensions;
sb.AppendLine("tensor：" + temp.ElementType + "[" + String.Join(", ", dim) + "]");
sb.AppendLine("");
}
sb.AppendLine("---------------------------------------------------------------");
txtInfo.Text = sb.ToString();

}
catch (Exception ex)
{
txtInfo.Text = "加载模型出错,请选择正确的模型！\r\n";
txtInfo.Text += "错误信息:\r\n";
txtInfo.Text += ex.Message;
}
}

private void Form1_Load(object sender, EventArgs e)
{
}
}
}

using Sdcb.OpenVINO;
using System;
using System.Collections.Generic;
using System.Text;
using System.Windows.Forms;namespace OpenVINO_Demo
{public partial class Form1 : Form{public Form1(){InitializeComponent();}/*模型可选类型ONNX format (*.onnx)PDPD (*.pdmodel)TF (*.pb)TFLite (*.tflite)*/string fileFilter = "*.*|*.onnx;*.pdmodel;*.pb;*.tflite;*.tiff;";StringBuilder sb = new StringBuilder();string model_path = "";private void button1_Click(object sender, EventArgs e){OpenFileDialog ofd = new OpenFileDialog();ofd.Filter = fileFilter;if (ofd.ShowDialog() != DialogResult.OK) return;txtInfo.Text = "";model_path = ofd.FileName;txtPath.Text = model_path;txtInfo.Text = "正在读取，请稍后……";Application.DoEvents();sb.Clear();txtInfo.Text = "";try{var v = OVCore.Version.ToString();sb.AppendLine(v);sb.AppendLine("---------------------------------------------------------------");var ad = OVCore.Shared.AvailableDevices;sb.AppendLine("本机可用设备");foreach (var item in ad){sb.AppendLine(item.ToString());}sb.AppendLine("---------------------------------------------------------------");Model rawModel = OVCore.Shared.ReadModel(model_path);//Inputssb.AppendLine("");sb.AppendLine("Inputs");sb.AppendLine("-------------------------");IOPort temp;Dimension[] dim;IEnumerator<IOPort> items = rawModel.Inputs.GetEnumerator();while (items.MoveNext()){temp = items.Current;sb.AppendLine("name：" + temp.Name);dim = temp.PartialShape.Dimensions;sb.AppendLine("tensor：" + temp.ElementType + "[" + String.Join(", ", dim) + "]");sb.AppendLine("");}sb.AppendLine("---------------------------------------------------------------");//Outputssb.AppendLine("");sb.AppendLine("Outputs");sb.AppendLine("-------------------------");items = rawModel.Outputs.GetEnumerator();while (items.MoveNext()){temp = items.Current;sb.AppendLine("name：" + temp.Name);dim = temp.PartialShape.Dimensions;sb.AppendLine("tensor：" + temp.ElementType + "[" + String.Join(", ", dim) + "]");sb.AppendLine("");}sb.AppendLine("---------------------------------------------------------------");txtInfo.Text = sb.ToString();}catch (Exception ex){txtInfo.Text = "加载模型出错,请选择正确的模型！\r\n";txtInfo.Text += "错误信息:\r\n";txtInfo.Text += ex.Message;}}private void Form1_Load(object sender, EventArgs e){}}
}