Yoti.FCM
0.1.0-beta2
See the version list below for details.
dotnet add package Yoti.FCM --version 0.1.0-beta2
NuGet\Install-Package Yoti.FCM -Version 0.1.0-beta2
<PackageReference Include="Yoti.FCM" Version="0.1.0-beta2" />
paket add Yoti.FCM --version 0.1.0-beta2
#r "nuget: Yoti.FCM, 0.1.0-beta2"
// Install Yoti.FCM as a Cake Addin #addin nuget:?package=Yoti.FCM&version=0.1.0-beta2&prerelease // Install Yoti.FCM as a Cake Tool #tool nuget:?package=Yoti.FCM&version=0.1.0-beta2&prerelease
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 |
0.3F |
0.25 - 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 |
0.25F |
0.1 - 0.6 |
Maximum size for the main face relative to the frame. |
OutputFormat | ImageFormat |
ImageFormat.JPEG |
Format to encode the output Image (JPEG, PNG). | |
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. |
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.
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
). - 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. |
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 (>= 0.1.0-beta2)
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 |
---|---|---|
1.1.0 | 91 | 10/15/2024 |
1.0.2 | 127 | 8/14/2024 |
1.0.1 | 967 | 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 |
- Provide new Min/MaxFaceRelativeSize configuration fields.
- MinMainFaceArea default value is 20000 now.
- New data type for ProbabilityThreshold property.
- The OnError callback will return a new ConfigurationException entity for configuration errors.
- Start and Stop methods do not throw an exception if the camera is already running or stopped.
- Camera dropdown updates the webcam items each time the user opens the list.
- New camera resolution property.
- New WebcamStartTimeout property.
- Change the font style for feedback messages.
- Improve package documentation.