public void TrainClassifierModel(string imagePath, string imageTag)
{
// Since apparently we can only have 10 iterations max
DeleteEarliestIteration(false);
var tags = ClassifierTrainingApi.GetTags(ClassifierModelProjectID);
Tag trainTag = null;
foreach (Tag tag in tags)
{
if (tag.Name.Equals(imageTag))
{
trainTag = tag;
break;
}
}
using (var stream = File.Open(imagePath, FileMode.Open))
{
ClassifierTrainingApi.CreateImagesFromData(ClassifierModelProjectID, stream, new List <string>()
{
trainTag.Id.ToString()
});
}
var iteration = ClassifierTrainingApi.TrainProject(ClassifierModelProjectID);
while (iteration.Status == "Training")
{
Thread.Sleep(1000);
iteration = ClassifierTrainingApi.GetIteration(ClassifierModelProjectID, iteration.Id);
}
iteration.IsDefault = true;
ClassifierTrainingApi.UpdateIteration(ClassifierModelProjectID, iteration.Id, iteration);
File.Delete(imagePath);
}
