public static void Main()
{
const string basePath = "..\\..\\..\\..\\images";
var destImageName = "pm1.png";
var srcImageName = "pm2.png";
// this is our input data.
var destImage = GetLabImage(basePath, destImageName);
var srcImage = GetLabImage(basePath, srcImageName);
var input = new PmData(destImage, srcImage)
{
Settings =
{
PatchSize = 5,
IterationsAmount = 2
}
};
var patchMatchNnfBuilder = new PatchMatchNnfBuilder();
var pipeline = new PatchMatchPipeline(patchMatchNnfBuilder, ImagePatchDistance.Cie2000);
pipeline.SetInput(input);
var data = pipeline.Process()
.Output[0];
var nnf = data.Nnf;
// Restore dest image from the NNF and source image.
nnf
.RestoreImage(srcImage, 3, input.Settings.PatchSize)
.FromLabToRgb()
.FromRgbToBitmap()
.SaveTo(@"..\..\..\restored.png", ImageFormat.Png);
// Convert the NNF to an image, save and show it
nnf
.ToRgbImage()
.FromRgbToBitmap()
.SaveTo(@"..\..\..\nnf.png", ImageFormat.Png)
.ShowFile();
Console.WriteLine($"PatchMatchPipeline processing is finished.");
}
public void DrawMonth(int year)
{
AtomData.Clear();
SoilData.Clear();
SoilData.Add(new PieModel {
title = "", value = 0
});
RainData.Clear();
PmData.Clear();
var data = Db.Table <DataModel>().ToList().Where(p => p.Time.Year == year);
for (int i = 1; i <= 12; i++)
{
var temp = data.Where(p => p.Time.Month == i);
if (temp.Count() > 0)
{
AtomData.Add(new GraphModel {
Line = temp.Max(p => p.Temp), Line2 = temp.Average(p => p.Temp), Line3 = temp.Min(p => p.Temp)
});
}
}
var count = data.Count();
var soil = (double)data.Count(p => p.Soil == 0) / count;
var rain = (double)data.Count(p => p.Rain == 0) / count;
var pm = (double)data.Count(p => p.Pm25 == 0) / count;
SoilData.Add(new PieModel {
title = "干燥", value = soil
});
SoilData.Add(new PieModel {
title = "湿润", value = 1 - soil
});
RainData.Add(new PieModel {
title = "有雨", value = 1 - rain
});
RainData.Add(new PieModel {
title = "无雨", value = rain
});
PmData.Add(new PieModel {
title = "超标", value = 1 - pm
});
PmData.Add(new PieModel {
title = "良好", value = pm
});
}
/// <summary>
/// Returns the post mortem data on all known task graph executions. This data indicates the vertices
/// and edges that fired and those that did not fire. It is typically fed into the Diagnostics class'
/// DumpPostMortemData(...) API.
/// </summary>
/// <returns>A Hashtable of postmortem data.</returns>
public Hashtable GetPostMortems()
{
Hashtable postmortems = new Hashtable();
#if DEBUG
if (s_managePostMortemData)
{
foreach (TaskProcessor tp in TaskProcessors)
{
foreach (IDictionary graphContext in tp.GraphContexts)
{
PmData pmData = (PmData)graphContext["PostMortemData"];
postmortems.Add(tp.Name, pmData);
}
}
}
#endif //DEBUG
return(postmortems);
}
public void DrawHour(int year, int month, int day)
{
SoilData.Clear();
RainData.Clear();
PmData.Clear();
AtomData.Clear();
SoilData.Add(new PieModel {
title = "", value = 0
});
var list = Db.Table <DataModel>().ToList();
var data = list.Where(p => p.Time.Year == year && p.Time.Month == month && p.Time.Day == day);
for (int i = 0; i < 24; i++)
{
var temp = data.First(p => p.Time.Hour == i);
AtomData.Add(new GraphModel {
Line = temp.Temp
});
}
var count = data.Count();
var soil = (double)data.Count(p => p.Soil == 0) / count;
var rain = (double)data.Count(p => p.Rain == 0) / count;
var pm = (double)data.Count(p => p.Pm25 == 0) / count;
SoilData.Add(new PieModel {
title = "干燥", value = soil
});
SoilData.Add(new PieModel {
title = "湿润", value = 1 - soil
});
RainData.Add(new PieModel {
title = "有雨", value = 1 - rain
});
RainData.Add(new PieModel {
title = "无雨", value = rain
});
PmData.Add(new PieModel {
title = "超标", value = 1 - pm
});
PmData.Add(new PieModel {
title = "良好", value = pm
});
}
/// <summary>
/// In a debug build, post-mortems of a task graph can be dumped, describing which
/// vertices and edges fired. This method performs that activity. The post mortems
/// are retrieved from the model through the GetPostMortems(){ ... } API.
/// </summary>
/// <param name="postMortems">PostMortem data that can be acquired from the model via the GetPostMortems() API.</param>
public static void DumpPostMortems(Hashtable postMortems)
{
#if DEBUG
foreach (DictionaryEntry de in postMortems)
{
PmData pmData = (PmData)de.Value;
_Debug.WriteLine("PostMortem of Context associated with " + de.Key);
_Debug.WriteLine("Vertices that fired:");
foreach (Vertex v in pmData.VerticesFired)
{
_Debug.WriteLine("\t" + v.Name);
}
_Debug.WriteLine("Edges that fired:");
foreach (Edge e in pmData.EdgesFired)
{
_Debug.WriteLine("\t" + e.Name);
}
}
#endif
}
private void SetLevelMessage()
{
DateTime date = new DateTime(int.Parse(year), int.Parse(month), int.Parse(day));
PmData data = new PmData();
data.Pdate = date;
switch (service.GetPmLevelByDate(data))
{
case 0:
resultLabel.Text = "优秀";
resultLabel.ForeColor = Color.Green;
break;
case 1:
resultLabel.Text = "良好";
resultLabel.ForeColor = Color.LightGreen;
break;
case 2:
resultLabel.Text = "轻度污染";
resultLabel.ForeColor = Color.Black;
break;
case 3:
resultLabel.Text = "中度污染";
resultLabel.ForeColor = Color.MediumVioletRed;
break;
case 4:
resultLabel.Text = "重度污染";
resultLabel.ForeColor = Color.Red;
break;
case 5:
resultLabel.Text = "严重污染";
resultLabel.ForeColor = Color.DarkRed;
break;
}
;
}
