Yoti.FCM
1.2.0
dotnet add package Yoti.FCM --version 1.2.0
NuGet\Install-Package Yoti.FCM -Version 1.2.0
<PackageReference Include="Yoti.FCM" Version="1.2.0" />
paket add Yoti.FCM --version 1.2.0
#r "nuget: Yoti.FCM, 1.2.0"
// Install Yoti.FCM as a Cake Addin #addin nuget:?package=Yoti.FCM&version=1.2.0 // Install Yoti.FCM as a Cake Tool #tool nuget:?package=Yoti.FCM&version=1.2.0
Yoti Face Capture
Face capture user control handles the camera and validates the video stream frame by frame until it finds a valid face.
Dependencies
The package uses C++ libraries so the machines that run the face capture will need to install the Microsoft Visual C++ Redistributable packages.
Usage
Add the package dependency in your project.
Add the reference
xmlns:yotiFCM="clr-namespace:Yoti.FCM;assembly=Yoti.FCM"
in the view that will integrate the user control.Render the user control:
<yotiFCM:FaceCapture FaceDetected="<FaceCapture_FaceDetectedHandler>" />
It does not send the image to the Yoti AI service. The FaceDetected
event will provide the base64 encoded
image ready to be processed by the service. Use the .NET Yoti SDK or any
other Yoti SDK (if the image is propagated to a back-end)
to send the image and run a prediction.
This is the properties list for the FaceCapture
:
Property name | Type | Default value | Range | Description |
---|---|---|---|---|
FaceDetected | EventHandler<FacesDetectedEventArgs> |
null |
Event that the face capture will trigger each time it detects a face. | |
OnError | EventHandler<ExceptionEventArgs> |
null |
Event to handle all inner exceptions from the face capture. | |
ReadyToCapture | EventHandler |
null |
Event to handle when the camera is ready to start the streaming and capture a face. | |
ProbabilityThreshold | FaceConfidenceThreshold |
FaceConfidenceThreshold.Medium |
Face probability score threshold used to detect faces. | |
CroppingRelativeMargin | float |
0.5F |
0.2 - 1.0 |
Relative margin applied to crop around the detected face. |
GrayScaleThreshold | float |
23.0F |
20.0 - 30.0 |
Image grayscale threshold. |
MultiFaceAreaThreshold | int |
200 |
180 - 250 |
Minimum face area size to check for multiple faces. |
FaceOverlapingThreshold | float |
0.3F |
0.2 - 0.35 |
Threshold to check if there is another face in the result face area. |
LowBrightnessThreshold | float |
50.0F |
40 - 60 |
Lowest brightness level allowed. |
HighBrightnessThreshold | float |
200.0F |
180 - 210 |
Highest brightness level allowed. |
MinMainFaceArea | int |
20000 |
10000 - 60000 |
Minimum main face size in pixels. |
MinRelativeAreaAroundFace | float |
0.15F |
0.1 - 0.4 |
Minimum distance from the image edges relative to the face. It is measured as a percentage of the face size. |
MinFaceRelativeSize | float |
0.005F |
0.0025 - 0.05 |
Minimum size for the main face relative to the frame. |
MaxFaceRelativeSize | float |
0.15F |
0.1 - 0.6 |
Maximum size for the main face relative to the frame. |
OutputQuality | ImageQuality |
ImageQuality.High |
JPEG compression quality (High, Medium, Low). | |
NumberStableFrames | int |
4 |
1 - 12 |
NumberStableFrames is the consecutive valid frames of a face needed to consider it valid. |
StabilityConfidenceThreshold | float |
0.9F |
0.8 - 0.95 |
StabilityConfidenceThreshold is the required stability score for each frame with the previous. |
Crop | bool |
true |
If the final image result will be a cropped version of the webcam frame where the focus will be on the main face. | |
Debug | bool |
false |
If the face capture will render the face debug information. | |
FaceDetectionTickerInterval | int |
160 |
100 - 500 |
The interval that the face capture will use to detect a face in the webcam frame. |
WebcamIndex | int? |
0 |
The webcam index that the face capture will use to get the stream frames. | |
WebcamStartTimeout | int? |
5000 |
1000 - 30000 |
Webcam timeout in milliseconds to detect if the webcam stream has started or not. |
CameraResolution | Resolution |
Resolution.HD720P |
Resolution requested to the camera video capabilities. Must be a valid resolution for the webcam. | |
CameraAverageFrameRate | int |
30 |
Average frame rate requested to the camera video capabilities. Must match what the webcam provide for the selected resolution. | |
Rotation | RotationFlipType |
RotationFlipType.RotateNoneFlipNone |
The transformations applied over the input stream. Applying any transformation to a high-resolution stream could cause performance issues. | |
CaptureTimeout | int |
null |
1 - 900 |
The number of seconds the FCM will wait for the capture process to finish. An exception will be sent through the onError if the timeout is reached. |
Note: FaceCapture
implements the interface IFaceCapture
:
/// <summary>
/// Represents an entity that is able to detect a face from a stream like a webcam.
/// </summary>
public interface IFaceCapture
{
/// <summary>
/// Event that the face capture will trigger each time it detects a face.
/// </summary>
event EventHandler<FacesDetectedEventArgs> FaceDetected;
/// <summary>
/// Event to handle all inner exceptions from the face capture.
/// </summary>
event EventHandler<ExceptionEventArgs> OnError;
/// <summary>
/// Event to handle when the camera is ready to start the streaming and capture a face.
/// </summary>
event EventHandler ReadyToCapture;
/// <summary>
/// Starts the webcam stream and the face detection.
/// </summary>
void Play();
/// <summary>
/// Stops the webcam stream and the face detection.
/// </summary>
void Stop();
}
The package also provides the DefaultConfig
class that implements all the configuration fields for the
face capture user control.
Available resolutions
The FCM supports the following resolutions in both landscape and portrait modes, managed by the type Resolution
:
HD720P
: (1280 x 720) or (720 x 1280)HD960P
: (1280 x 960) or (960 x 1280)ONE_DOT_THREE_MP
: (1280 x 1024) or (1024 x 1280)TWO_MP
: (1600 x 1200) or (1200 x 1600)HD1080P
: (1920 x 1080) or (1080 x 1920)
To select the portrait resolutions, they use PORTRAIT_
as a prefix. For example PORTRAIT_HD720P
.
Stream Transformations
The FCM can apply various transformations to the input stream, allowing flexibility in camera positioning to maximise the capture area based on the use case.
Supported transformations are managed by the type RotationFlipType
, which includes:
RotateNoneFlipNone
: Specifies no clockwise rotation and no flipping. (Default)Rotate90FlipNone
: Specifies a 90-degree clockwise rotation without flipping.Rotate180FlipNone
: Specifies a 180-degree clockwise rotation without flipping.Rotate270FlipNone
: Specifies a 270-degree clockwise rotation without flipping.RotateNoneFlipX
: Specifies no clockwise rotation followed by a horizontal flip.Rotate90FlipX
: Specifies a 90-degree clockwise rotation followed by a horizontal flip.Rotate180FlipX
: Specifies a 180-degree clockwise rotation followed by a horizontal flip.Rotate270FlipX
: Specifies a 270-degree clockwise rotation followed by a horizontal flip.
Note: These transformations are computationally intensive and may affect performance, depending on the resolution and system characteristics.
Localisation
Set the FCM localisation by running the following code:
CultureInfo cultureInfo = new CultureInfo(SelectedLanguage);
Thread.CurrentThread.CurrentCulture = cultureInfo;
Thread.CurrentThread.CurrentUICulture = cultureInfo;
Application.Current.MainWindow.Language = XmlLanguage.GetLanguage(CultureInfo.CurrentCulture.IetfLanguageTag);
Where SelectedLanguage
can be chosen from the following list:
- ar-XM
- bg-BG
- cs-CZ
- da-DK
- de-DE
- el-GR
- en
- es-419
- es-ES
- et-EE
- fa-IR
- fi-FI
- fr-FR
- he-IL
- hi-IN
- hr-HR
- hu-HU
- hy-AM
- id-ID
- it-IT
- ja-JP
- ko-KR
- lt-LT
- lv-LV
- ms-MY
- nb-NO
- nl-NL
- pl-PL
- pt-BR
- pt-PT
- ro-RO
- ru-RU
- sv-SE
- th-TH
- tr-TR
- uk-UA
- ur-PK
- vi-VN
Error handling
The OnError
event provides the custom ExceptionEventArgs
information with the exceptions that the FCM can
throw. It is triggered in the following scenarios:
- The integrator provides an invalid configuration (
Yoti.FCM.FaceDetection.Exceptions.ConfigurationException
). - The webcam index is out of range (
System.ArgumentOutOfRangeException
). - If the current webcam streaming is disconnected (
Yoti.FCM.Exceptions.WebcamStreamException
). - The capture process reach the stablished timeout (
System.TimeoutException
). - Unexpected exceptions (
System.Exception
).
Other controls
Webcam selector
The package exports the method Yoti.FCM.WebcamStream.WebcamInfo.GetWebcamDevices()
to get all webcam
devices that are available. It also provides a user control to select a webcam:
<controls:WebcamSelector Width="300" Height="24" SelectionChanged="WebcamSelector_SelectionChanged" />
The properties for the webcam selector are the following:
Property name | Type | Default value | Description |
---|---|---|---|
SelectedIndex | int? |
0 |
The current webcam index. |
SelectionChanged | EventHandler<WebcamSelectionEventArgs> |
null |
The event that the webcam selector will trigger when the user changes the webcam selected. |
Resolution selector
The package exports the method Yoti.FCM.WebcamStream.WebcamCapabilities.GetValidCapabilities(string webcamMoniker)
to get all the capabilities compatible with the FCM for
the provided device. It also provides a user control to select capabilities set:
<controls:ResolutionSelector Width="300" Height="24" SelectedWebcam="{Binding CurrentWebcam.MonikerString}" SelectionChanged="ResolutionSelector_SelectionChanged"/>
The properties for the webcam selector are the following:
Property name | Type | Default value | Description |
---|---|---|---|
SelectedWebcam | string |
null |
The current webcam ID from which the capabilities are going to be selected. |
SelectedCapabilities | WebcamCapabilities |
null |
The current selected capabilities. |
SelectionChanged | EventHandler<ResolutionSelectionEventArgs> |
null |
The event that the webcam selector will trigger when the user changes the webcam selected. |
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET Framework | net45 is compatible. net451 was computed. net452 was computed. net46 was computed. net461 was computed. net462 was computed. net463 was computed. net47 was computed. net471 was computed. net472 was computed. net48 was computed. net481 was computed. |
-
.NETFramework 4.5
- AForge.Video (>= 2.2.5)
- AForge.Video.DirectShow (>= 2.2.5)
- Yoti.FCM.FaceDetection (>= 1.2.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
Version | Downloads | Last updated |
---|---|---|
1.2.0 | 83 | 11/14/2024 |
1.1.0 | 95 | 10/15/2024 |
1.0.2 | 132 | 8/14/2024 |
1.0.1 | 1,016 | 4/17/2023 |
1.0.0 | 302 | 2/8/2023 |
0.1.0-beta2 | 182 | 12/2/2022 |
0.1.0-beta1 | 203 | 11/7/2022 |
- Added CaptureTimeout property to define a limited time for the capture process.