private static Boolean checkVision(byte[] imageByteArray)
{
string base64String = Convert.ToBase64String(imageByteArray);
var visionService = CreateAuthorizedClient(System.AppDomain.CurrentDomain.BaseDirectory.ToString() + "\\IMF third year project-46cd5c28569b.json");
Google.Apis.Vision.v1.Data.BatchAnnotateImagesRequest content = new Google.Apis.Vision.v1.Data.BatchAnnotateImagesRequest();
content.Requests = new List <AnnotateImageRequest>();
AnnotateImageRequest newRequest = new AnnotateImageRequest();
newRequest.Image = new Google.Apis.Vision.v1.Data.Image();
newRequest.Image.Content = base64String;
newRequest.Features = new List <Feature>();
newRequest.Features.Add(new Feature()
{
Type = "SAFE_SEARCH_DETECTION"
});
content.Requests.Add(newRequest);
ImagesResource.AnnotateRequest request = visionService.Images.Annotate(content);
Google.Apis.Vision.v1.Data.BatchAnnotateImagesResponse response = request.Execute();
if (response.Responses.Count > 0)
{
string tempAdult = response.Responses[0].SafeSearchAnnotation.Adult.ToString();
string tempSpoof = response.Responses[0].SafeSearchAnnotation.Spoof.ToString();
if (tempAdult.Equals("LIKELY") || tempAdult.Equals("VERY_LIKELY"))
{
return(false);
}
if (tempSpoof.Equals("LIKELY") || tempSpoof.Equals("VERY_LIKELY"))
{
return(false);
}
}
return(true);
}
// <summary>
// Called automatically whenever an activity finishes
// </summary>
// <param name = "requestCode" ></ param >
// < param name="resultCode"></param>
/// <param name="data"></param>
protected override void OnActivityResult(int requestCode, Result resultCode, Intent data)
{
base.OnActivityResult(requestCode, resultCode, data);
if (requestCode == 100)
{
SetContentView(Resource.Layout.IsThis);
//var txtName = FindViewById<TextView>(Resource.Id.isThis); //these are the variables for the IsThis layout
//var yesbtn = FindViewById<Button>(Resource.Id.ybtn);
//var nobtn = FindViewById<Button>(Resource.Id.nbtn);
}
if (resultCode == Result.FirstUser)
{
data.GetStringExtra("newAnswer");
var myintent = new Intent(this, typeof(InGoogle));
StartActivity(myintent);
}
// Display in ImageView. We will resize the bitmap to fit the display.
// Loading the full sized image will consume too much memory
// and cause the application to crash.
ImageView imageView = FindViewById <ImageView>(Resource.Id.takenPictureImageView);
//TextView googleResponse = FindViewById<TextView>(Resource.Id.whatBe);
//TextView googleResp1 = FindViewById<TextView>(Resource.Id.whatBe1);
//TextView googleResp2 = FindViewById<TextView>(Resource.Id.whatBe2);
//var isItString = FindViewById<TextView>(Resource.Id.isThis); //don't need this var
int height = Resources.DisplayMetrics.HeightPixels;
int width = imageView.Height;
//AC: workaround for not passing actual files
Android.Graphics.Bitmap bitmap = (Android.Graphics.Bitmap)data.Extras.Get("data");
//convert bitmap into stream to be sent to Google API
string bitmapString = "";
using (var stream = new System.IO.MemoryStream())
{
bitmap.Compress(Android.Graphics.Bitmap.CompressFormat.Jpeg, 100, stream);
var bytes = stream.ToArray();
bitmapString = System.Convert.ToBase64String(bytes);
}
//credential is stored in "assets" folder
string credPath = "google_api.json";
Google.Apis.Auth.OAuth2.GoogleCredential cred;
//Load credentials into object form
using (var stream = Assets.Open(credPath))
{
cred = Google.Apis.Auth.OAuth2.GoogleCredential.FromStream(stream);
}
cred = cred.CreateScoped(Google.Apis.Vision.v1.VisionService.Scope.CloudPlatform);
// By default, the library client will authenticate
// using the service account file (created in the Google Developers
// Console) specified by the GOOGLE_APPLICATION_CREDENTIALS
// environment variable. We are specifying our own credentials via json file.
var client = new Google.Apis.Vision.v1.VisionService(new Google.Apis.Services.BaseClientService.Initializer()
{
ApplicationName = "subtle-isotope-190917",
HttpClientInitializer = cred
});
//set up request
var request = new Google.Apis.Vision.v1.Data.AnnotateImageRequest();
request.Image = new Google.Apis.Vision.v1.Data.Image();
request.Image.Content = bitmapString;
//tell google that we want to perform label detection
request.Features = new List <Google.Apis.Vision.v1.Data.Feature>();
request.Features.Add(new Google.Apis.Vision.v1.Data.Feature()
{
Type = "LABEL_DETECTION"
});
var batch = new Google.Apis.Vision.v1.Data.BatchAnnotateImagesRequest();
batch.Requests = new List <Google.Apis.Vision.v1.Data.AnnotateImageRequest>();
batch.Requests.Add(request);
//send request. Note that I'm calling execute() here, but you might want to use
//ExecuteAsync instead
var apiResult = client.Images.Annotate(batch).Execute();
//googleResponse.Text = apiResult.Responses[0].LabelAnnotations[0].Description;
//googleResp1.Text = apiResult.Responses[0].LabelAnnotations[1].Description;
//googleResp2.Text = apiResult.Responses[0].LabelAnnotations[2].Description;
var txtName = FindViewById <TextView>(Resource.Id.isThis); //these are the variables for the IsThis layout
var yesbtn = FindViewById <Button>(Resource.Id.ybtn);
var nobtn = FindViewById <Button>(Resource.Id.nbtn);
// turn confidence float into decimal notation and then to string in percentage.
// Using this data for GoogleResponse Activity if user wishes to see the confidence and range of labelAnnotations.
for (int i = 0; i <= 3; i++)
{
float percentConfident = (float)apiResult.Responses[0].LabelAnnotations[i].Score * 100;
int confidence = (int)percentConfident;
string percent = confidence.ToString() + "%";
string thing = apiResult.Responses[0].LabelAnnotations[i].Description;
MainActivity.Items.Add(new Items(thing, percent));
}
var isIt = MainActivity.Items[position]; //bug here 0 v position
//String whatBe = "Is this a " + apiResult.Responses[0].LabelAnnotations[0].Description + " at " + apiResult.Responses[0].LabelAnnotations[0].Score + " ?!"
// "I am " + apiResult.Responses[0].LabelAnnotations[0].Score;
String whatBe = "Is this a " + isIt.Thing + " ?! I am " + isIt.Percent + " confident.";
txtName.Text = whatBe;
//var intent = new Intent(this, typeof(IsItActivity));
//intent.PutExtra("apiResult", myConfidence);
//StartActivity(intent); dont need this chunk of code because not passing between activities. Will use a public class instead
FindViewById <Button>(Resource.Id.nbtn).Click += DarnActivityClick;
FindViewById <Button>(Resource.Id.ybtn).Click += SuccessActivity;
// Below are the button onClick methods to direct to the Succeed or Darn layouts.
//whatBe = apiResult.Responses[0].LabelAnnotations[0].Description;
if (bitmap != null)
{
imageView.SetImageBitmap(bitmap);
imageView.Visibility = Android.Views.ViewStates.Visible;
bitmap = null;
}
// Dispose of the Java side bitmap.
System.GC.Collect();
}