public ClassifiedImage Classify(NewImage newImage)
{
MNISTModelResult result = model.PredImage(Convert.FromBase64String(newImage.ImageBase64));
return(new ClassifiedImage()
{
Name = newImage.Name, Class = result.Class, Confidence = result.Confidence,
RetrieveCount = 0, ImageBase64 = newImage.ImageBase64
});
}
void ResultEventHandler(object sender, ResultEventArgs args)
{
var result = args.Result;
int index = 0;
lock (ImageResults) {
foreach (var image in ImageResults)
{
if (image.Path == result.Path)
{
index = ImageResults.IndexOf(image);
break;
}
}
Dispatcher.UIThread.InvokeAsync(() => {
lock (ImageResults) {
ImageResults[index] = new MNISTModelResult(result);
ImageClasses[result.Class].Add(new MNISTModelResult(result));
ClassesInfo[result.Class] = ClassInfoProcess(result.Class,
ImageClasses[result.Class].Count);
}
});
}
}
public MNISTModelResultDb(MNISTModelResult result, int retrieveCount = 0) : base(result)
{
RetrieveCount = retrieveCount;
}
