C# 编写一个XmlToDota的转换工具

以下代码可以将Labelme标注的旋转框Xml格式文件转换为Yolo标注格式的txt文件，以便用Yolo OBB训练自己的数据集：

using System;

using System.Collections.Generic;

using System.IO;

using System.Xml;

using System.Linq;

using System.Globalization;

namespace XmlToDotaConverter

{

class Program

{

static readonly List<string> clsList = new List<string> { "Hole1", "Hole2" };

static void Main(string\[\] args)

{

string roxmlPath = @"C:\BAN\orgin-xml";

string dotaxmlPath = @"C:\BAN\new-xml";

string outPath = @"C:\BAN\out-txt";

// 创建输出目录

Directory.CreateDirectory(dotaxmlPath);

Directory.CreateDirectory(outPath);

// 第一步：转换XML格式

var xmlFiles = Directory.GetFiles(roxmlPath, "*.xml");

foreach (var xmlFile in xmlFiles)

{

string outputXml = Path.Combine(dotaxmlPath, Path.GetFileName(xmlFile));

EditXml(xmlFile, outputXml);

}

// 第二步：转换为TXT格式

ToTxt(dotaxmlPath, outPath);

}

static void EditXml(string xmlFile, string dotaxmlFile)

{

XmlDocument doc = new XmlDocument();

doc.Load(xmlFile);

XmlNodeList objectNodes = doc.SelectNodes("//object");

foreach (XmlNode objNode in objectNodes)

{

XmlNode bndbox = objNode.SelectSingleNode("bndbox");

XmlNode robndbox = objNode.SelectSingleNode("robndbox");

// 处理普通矩形框

if (robndbox == null && bndbox != null)

{

ConvertRectangleBox(bndbox);

}

// 处理旋转矩形框

else if (robndbox != null)

{

ConvertRotatedBox(objNode, robndbox);

}

}

// 保存修改后的XML

doc.Save(dotaxmlFile);

}

static void ConvertRectangleBox(XmlNode bndbox)

{

double xmin = Math.Max(GetDoubleValue(bndbox, "xmin"), 0);

double ymin = Math.Max(GetDoubleValue(bndbox, "ymin"), 0);

double xmax = Math.Max(GetDoubleValue(bndbox, "xmax"), 0);

double ymax = Math.Max(GetDoubleValue(bndbox, "ymax"), 0);

// 移除旧节点

RemoveChildNodes(bndbox);

// 添加四个角点坐标

AddPoint(bndbox, "x0", xmin.ToString());

AddPoint(bndbox, "y0", ymax.ToString());

AddPoint(bndbox, "x1", xmax.ToString());

AddPoint(bndbox, "y1", ymax.ToString());

AddPoint(bndbox, "x2", xmax.ToString());

AddPoint(bndbox, "y2", ymin.ToString());

AddPoint(bndbox, "x3", xmin.ToString());

AddPoint(bndbox, "y3", ymin.ToString());

}

static void ConvertRotatedBox(XmlNode objNode, XmlNode robndbox)

{

// 将robndbox重命名为bndbox

XmlNode bndbox = objNode.OwnerDocument.CreateElement("bndbox");

objNode.ReplaceChild(bndbox, robndbox);

double cx = GetDoubleValue(robndbox, "cx");

double cy = GetDoubleValue(robndbox, "cy");

double w = GetDoubleValue(robndbox, "w");

double h = GetDoubleValue(robndbox, "h");

double angle = GetDoubleValue(robndbox, "angle");

// 计算旋转后的四个角点

var p0 = RotatePoint(cx, cy, cx - w / 2, cy - h / 2, -angle);

var p1 = RotatePoint(cx, cy, cx + w / 2, cy - h / 2, -angle);

var p2 = RotatePoint(cx, cy, cx + w / 2, cy + h / 2, -angle);

var p3 = RotatePoint(cx, cy, cx - w / 2, cy + h / 2, -angle);

// 添加四个角点坐标

AddPoint(bndbox, "x0", p0.X.ToString());

AddPoint(bndbox, "y0", p0.Y.ToString());

AddPoint(bndbox, "x1", p1.X.ToString());

AddPoint(bndbox, "y1", p1.Y.ToString());

AddPoint(bndbox, "x2", p2.X.ToString());

AddPoint(bndbox, "y2", p2.Y.ToString());

AddPoint(bndbox, "x3", p3.X.ToString());

AddPoint(bndbox, "y3", p3.Y.ToString());

}

static (int X, int Y) RotatePoint(double cx, double cy, double xp, double yp, double theta)

{

double xoff = xp - cx;

double yoff = yp - cy;

double cosTheta = Math.Cos(theta);

double sinTheta = Math.Sin(theta);

double pResx = cosTheta * xoff + sinTheta * yoff;

double pResy = -sinTheta * xoff + cosTheta * yoff;

return ((int)(cx + pResx), (int)(cy + pResy));

}

static void ToTxt(string xmlPath, string outPath)

{

foreach (string xmlFile in Directory.GetFiles(xmlPath, "*.xml"))

{

string fileName = Path.GetFileNameWithoutExtension(xmlFile);

string txtPath = Path.Combine(outPath, fileName + ".txt");

XmlDocument doc = new XmlDocument();

doc.Load(xmlFile);

using StreamWriter writer = new StreamWriter(txtPath);

foreach (XmlNode objNode in doc.SelectNodes("//object"))

{

string cls = objNode.SelectSingleNode("name").InnerText;

XmlNode bndbox = objNode.SelectSingleNode("bndbox");

int\[\] points = new int8;

points0 = Math.Max((int)GetDoubleValue(bndbox, "x0"), 0);

points1 = Math.Max((int)GetDoubleValue(bndbox, "y0"), 0);

points2 = Math.Max((int)GetDoubleValue(bndbox, "x1"), 0);

points3 = Math.Max((int)GetDoubleValue(bndbox, "y1"), 0);

points4 = Math.Max((int)GetDoubleValue(bndbox, "x2"), 0);

points5 = Math.Max((int)GetDoubleValue(bndbox, "y2"), 0);

points6 = Math.Max((int)GetDoubleValue(bndbox, "x3"), 0);

points7 = Math.Max((int)GetDoubleValue(bndbox, "y3"), 0);

int clsIndex = clsList.IndexOf(cls);

if (clsIndex == -1) continue;

writer.WriteLine($"{points0} {points1} {points2} {points3} " +

$"{points4} {points5} {points6} {points7} " +

$"{cls} {clsIndex}");

}

}

}

#region Helper Methods

static double GetDoubleValue(XmlNode parent, string nodeName)

{

return double.Parse(parent.SelectSingleNode(nodeName).InnerText,

CultureInfo.InvariantCulture);

}

static void RemoveChildNodes(XmlNode node)

{

while (node.HasChildNodes)

{

node.RemoveChild(node.FirstChild);

}

}

static void AddPoint(XmlNode parent, string name, string value)

{

XmlElement elem = parent.OwnerDocument.CreateElement(name);

elem.InnerText = value;

parent.AppendChild(elem);

}

#endregion

}

}