public async Task SignIn()
{
try
{
// 1. Try to identify the person
await customerFace.DetectFacesAsync();
await customerFace.IdentifyFacesAsync();
// TODO: consider looping over identified persons to find matching DB record
customerInfo = new CustomerRegistrationInfo();
customerInfo.CustomerFaceHash = customerFace.IdentifiedPersons.First().Person.PersonId.ToString();
customerInfo.CustomerName = customerFace.IdentifiedPersons.First().Person.Name;
// 2. Try to obtain customer info from DB
CustomerInfo dbCustomerInfo = IgniteDataAccess.GetCustomerInfo(customerInfo.CustomerFaceHash);
customerInfo.RegistrationDate = dbCustomerInfo.PreviousVisitDate;
// 3. Update status
StatusText = $"Welcome, {customerInfo.CustomerName}!";
StatusTextColor = Util.ToBrush("green");
PauseCamera?.Invoke(this, EventArgs.Empty);
}
catch (Exception)
{
customerInfo = null;
StatusText = "Please try again.";
StatusTextColor = Util.ToBrush("red");
ResumeCamera?.Invoke(this, EventArgs.Empty);
}
}
public async Task Register()
{
IsRegistrationEnabled = false;
try
{
IEnumerable <PersonGroup> PersonGroups = null;
int i = 3; //retry count
// 1. Select group
// If the group is full, another one needs to added manually with alphabetically preceeding name
do
{
PersonGroups = await FaceServiceHelper.ListPersonGroupsAsync(SettingsHelper.Instance.WorkspaceKey);
if (PersonGroups.Count() > 0)
{
CurrentPersonGroup = PersonGroups.OrderBy(pg => pg.Name).First();
}
// Do not forget to create a persons group if there is not one
else
{
await FaceServiceHelper.CreatePersonGroupAsync(Guid.NewGuid().ToString(), "DefaultGroup", SettingsHelper.Instance.WorkspaceKey);
}
i--;
} while (PersonGroups.Count() < 1 && i >= 0);
// 2. Create a person in that group
CurrentPerson = await FaceServiceHelper.CreatePersonAsync(this.CurrentPersonGroup.PersonGroupId, FullName);
// 3. Add face to that person
CurrentFace = await FaceServiceHelper.AddPersonFaceFromStreamAsync(
CurrentPersonGroup.PersonGroupId,
CurrentPerson.PersonId,
imageStreamCallback : customerFace.GetImageStreamCallback,
userData : customerFace.LocalImagePath,
targetFaceRect : null);
// 4. Train model
await FaceServiceHelper.TrainPersonGroupAsync(CurrentPersonGroup.PersonGroupId);
bool trainingSucceeded = false;
bool recordAdded = false;
while (true)
{
TrainingStatus trainingStatus = await FaceServiceHelper.GetPersonGroupTrainingStatusAsync(CurrentPersonGroup.PersonGroupId);
if (trainingStatus.Status == TrainingStatusType.Succeeded)
{
trainingSucceeded = true;
break;
}
else if (trainingStatus.Status == TrainingStatusType.Failed)
{
break;
}
await Task.Delay(100);
}
// 5. Add record to the database
if (trainingSucceeded)
{
customerInfo = new CustomerRegistrationInfo
{
CustomerFaceHash = CurrentPerson.PersonId.ToString(),
CustomerName = FullName,
RegistrationDate = DateTime.Now
};
recordAdded = IgniteDataAccess.CreateCustomerRecord(customerInfo.CustomerFaceHash, customerInfo.CustomerName);
}
// 6. Update status
if (trainingSucceeded && recordAdded)
{
StatusText = "Success!";
StatusTextColor = Util.ToBrush("green");
}
else
{
customerInfo = null;
IsRegistrationEnabled = true;
StatusText = "Please try again later";
StatusTextColor = Util.ToBrush("red");
ResumeCamera?.Invoke(this, EventArgs.Empty);
}
}
catch (Exception)
{
customerInfo = null;
IsRegistrationEnabled = true;
StatusText = "Please try again";
StatusTextColor = Util.ToBrush("red");
ResumeCamera?.Invoke(this, EventArgs.Empty);
}
}
