static void Main()
{
FaceApiCalls x = new FaceApiCalls(new HttpClientWrapper());
var a = x.CreateNewFaceset("5").Result.Faceset_token;
Application.EnableVisualStyles();
Application.SetCompatibleTextRenderingDefault(false);
Application.Run(new FormFaceDetection());
}
//this should probably return action result, otherwise nothing will happen in the frontend IIRC
public async Task <ActionResult> CaptureSnapshot(string imgBase64, string latitude, string longitude)
{
FaceApiCalls apiCalls = new FaceApiCalls(new HttpClientWrapper());
// Prepare base64 string
imgBase64 = imgBase64.Substring(imgBase64.IndexOf("base64,", StringComparison.Ordinal) + 7);
imgBase64 = imgBase64.Substring(0, imgBase64.LastIndexOf("\"", StringComparison.Ordinal));
imgBase64 = imgBase64.Replace(" ", "+");
// Create a bitmap
byte[] bitmapData = Convert.FromBase64String(FixBase64ForImage(imgBase64));
System.IO.MemoryStream streamBitmap = new System.IO.MemoryStream(bitmapData);
Bitmap bitmap = new Bitmap((Bitmap)Image.FromStream(streamBitmap));
bitmap = HelperMethods.ProcessImage(bitmap);
// Analyze bitmap
FrameAnalysisJSON analysisResult = await FaceProcessor.ProcessFrame(bitmap);
if (analysisResult == null)
{
//error must've occured, should alert user.
return(null);
}
if (analysisResult.Faces.Count == 0)
{
return(Json(new { result = "No faces have been found in the provided picture" }, JsonRequestBehavior.AllowGet));
}
var biggestConfidence = LikelinessConfidence.LowProbability;
foreach (var face in analysisResult.Faces)
{
var searchResult = await apiCalls.SearchFaceInFaceset(face.Face_token);
if (searchResult != null)
{
foreach (var likelinessResult in searchResult.LikelinessConfidences()) //might want to set the camera properties to some value.
{
biggestConfidence = (likelinessResult.Confidence > biggestConfidence)
? likelinessResult.Confidence
: biggestConfidence;
await SearchResultHandler.HandleOneResult(result : likelinessResult,
minimumConfidence : LikelinessConfidence.VeryHighProbability,
cameraProperties : new CameraProperties(Convert.ToDouble(latitude), Convert.ToDouble(longitude)));
}
}
}
return
(Json(new
{ result =
string.Format("There's a {0} probability that the person/people from your picture are currently missing. Thank you for the submission, appropriate actions will be taken.",
biggestConfidence.ToPrettyString()) }, JsonRequestBehavior.AllowGet));
}