public static bool RemoveImagesByTag(Guid projectId, string trainingKey, Guid tagId)
{
try
{
bool result = CSUploadAndTrain.DeleteTagAsync(trainingKey, projectId, tagId.ToString()).Result;
Console.WriteLine($"delete tagid {tagId}! {result}");
return(true);
}
catch (Exception e)
{
Console.WriteLine(e.Message);
Console.WriteLine(e.InnerException.ToString());
return(false);
}
}
public static bool Train(Guid projectId, string trainingKey)
{
// Create the Api, passing in the training key
// Now there are images with tags start training the project
Console.WriteLine("\tTraining");
try
{
var iteration = CSUploadAndTrain.TrainProject(trainingKey, projectId).Result;
if (iteration.Id == null)
{
return(false);
}
// The returned iteration will be in progress, and can be queried periodically to see when it has completed
while (iteration.Status == "Training")
{
Thread.Sleep(1000);
// Re-query the iteration to get it's updated status
iteration = CSUploadAndTrain.GetIteration(trainingKey, projectId, iteration.Id).Result;
if (iteration.Status == null)
{
return(false);
}
Console.WriteLine(iteration.Status);
}
// The iteration is now trained. Make it the default project endpoint
iteration.IsDefault = true;
var updateResponse = CSUploadAndTrain.UpdateIteration(trainingKey, projectId, iteration).Result;
if (updateResponse.StatusCode != HttpStatusCode.OK)
{
Console.WriteLine(updateResponse);
return(false);
}
Console.WriteLine("Done!\n");
return(true);
}
catch (Exception e)
{
Console.WriteLine(e.Message);
Console.WriteLine(e.InnerException);
return(false);
}
}
public static Guid UploadImageAndReturnTag(Guid projectId, string trainingKey, List <string> images)
{
// Create the Api, passing in the training key
// Make new tag in the project
Guid newTag = Guid.NewGuid();
var newAnimalTag = CSUploadAndTrain.CreateTagAsync(trainingKey, projectId, newTag.ToString()).Result;
// Images can be uploaded one at a time
try
{
foreach (var image in images)
{
using (var stream = new MemoryStream(File.ReadAllBytes(image)))
{
var response = CSUploadAndTrain.CreateImagesFromDataAsync(trainingKey, projectId, stream, new List <string>()
{
newAnimalTag.Id.ToString()
}).Result;
if (response.StatusCode != HttpStatusCode.OK)
{
Console.WriteLine(response);
return(Guid.Empty);
}
}
}
}
catch (Exception e)
{
Console.WriteLine(e.Message);
Console.WriteLine(e.InnerException.ToString());
return(Guid.Empty);
}
return(newAnimalTag.Id);
}
