public void ObjectBoundsTest()
{
var inputFile = InputTestFiles.FirstOrDefault(f => string.Equals(f.Name, TestImage));
var request = new GetObjectBoundsRequest(inputFile.Name, folder: TempFolder, storage: this.TestStorage)
{
storage = TestStorage,
folder = TempFolder,
threshold = 20,
allowedLabels = "dog",
includeLabel = true
};
using (var command = new ObjectDetectionTestCommand(
request,
ImagingApi,
false,
true,
TempFolder,
TestStorage,
null))
{
ExecuteTestCommand(command, "objectDetection_objectbounds_test", $"Input image: {inputFile.Name};", inputFile.Name,
TempFolder, TestStorage);
}
}
/// <summary>
/// Detect objects on an image from a cloud storage.
/// </summary>
public void DetectObjectsImageFromStorage()
{
Console.WriteLine("Detect object on the image from cloud storage");
UploadSampleImageToCloud();
string method = "ssd";
int threshold = 50;
bool includeLabel = true;
bool includeScore = true;
string allowedLabels = "cat";
string blockedLabels = "dog";
string folder = CloudPath; // Input file is saved at the Examples folder in the storage
string storage = null; // We are using default Cloud Storage
var request = new GetObjectBoundsRequest(SampleImageFileName, method, threshold, includeLabel, includeScore, allowedLabels, blockedLabels, folder, storage);
Console.WriteLine($"Call ObjectBoundsRequest with params: method:{method}, threshold:{threshold}, include label: {includeLabel}, includeScore: {includeScore}");
DetectedObjectList detectedObjectList = this.ImagingApi.GetObjectBounds(request);
Console.WriteLine("Objects detected: " + detectedObjectList.DetectedObjects.Count);
Console.WriteLine();
}
public ObjectDetectionTestCommand(
GetObjectBoundsRequest request,
ImagingApi imagingApi,
bool saveResultToStorage,
bool removeResult,
string folder,
string storage,
string resultFileName)
{
this.request = request;
this.imagingApi = imagingApi;
this.saveResultToStorage = saveResultToStorage;
this.removeResult = removeResult;
this.storage = storage;
if (saveResultToStorage)
{
this.outPath = folder + "/" + resultFileName;
}
}
