trueface_liveness 0.2.7

Camera-based face liveness detection with Google MediaPipe 3D face landmarker, randomized active challenges, and passive anti-spoofing.

trueface_liveness

A Flutter plugin for camera-based face liveness detection. The user is asked to complete a short, randomly ordered sequence of active challenges (blink, smile, turn head, nod) while a passive anti-spoof check runs in parallel. On success the plugin returns the captured face image.

Native ML runs on-device with Google ML Kit Face Detection on Android and Apple Vision on iOS. No network calls are made and no images leave the device.

Anti-spoofing

Presentation attacks are handled in two layers:

1. Active, randomized challenges — a printed photo or a generic pre-recorded/replayed video cannot perform an unpredictable, freshly ordered sequence of actions on demand. Order and selection are randomized per session.
2. Passive anti-spoof — a depth-from-motion (parallax) heuristic plus a texture/micro-motion check produce a realness score. A flat face shown on a screen or paper held to the camera moves as a rigid 2-D plane and fails the parallax test. The score must clear LivenessConfig.spoofScoreThreshold or the session fails with LivenessFailureReason.spoofDetected. There is a documented slot to drop in a TFLite/CoreML silent-face anti-spoof model for production-grade scoring.

No liveness system is 100% spoof-proof. For high-assurance use cases, add a dedicated anti-spoof model in the provided extension point and tune the threshold for your risk profile.

Platforms

	Min version	Engine
Android	API 24	CameraX + ML Kit Face Detection
iOS	15.0	AVFoundation + Apple Vision

Installation

Add the plugin to your Flutter application:

dependencies:
  trueface_liveness: ^0.2.6

Flutter 3.44 and later resolves the iOS implementation with Swift Package Manager. The plugin depends on the public trueface-dev/ios-artifact package from version 0.2.6, which distributes the native SDK as a binary XCFramework. CocoaPods remains supported for Flutter projects that have not yet migrated to Swift Package Manager.

Permissions

• Android: CAMERA (requested at runtime).
• iOS: add NSCameraUsageDescription to your Info.plist.

Usage

import 'package:trueface_liveness/trueface_liveness.dart';

// Show the full-screen camera view; it starts the session automatically.
LivenessCameraView(
  config: const LivenessConfig(
    numberOfChallenges: 3,
    enablePassiveAntiSpoof: true,
    spoofScoreThreshold: 0.6,
    // Hosted verification configuration:
    backendBaseUrl: 'https://api.trueface.dev',
    publicKey: 'pk_test_...',
    verificationId: 'ca93f062-7c46-43b1-be08-5136fc02e83b',
    clientSecret: 'vs_4f4PZPic2lkqlY8UEgFcQHLdrMdaY3VM',
  ),
  onEvent: (event) {
    // Drive your UI: instructions, hints, progress, uploading state
    switch (event) {
      case ChallengeStartedEvent(:final challenge):
        print(challenge.instruction);
      case LivenessUploadingEvent(:final progress):
        print('Uploading: ${(progress ?? 0) * 100}%');
      case LivenessVerifyingEvent():
        print('Verifying identity...');
      default:
        break;
    }
  },
  onResult: (result) {
    if (result.success) {
      final jpeg = result.image!;   // Uint8List — the captured face
      print('Liveness approved: ${result.verificationStatus}');
    } else {
      print('Failed: ${result.failureReason}');
    }
  },
);

Cancel or restart programmatically via the controller:

LivenessCameraView(
  config: const LivenessConfig(),
  onControllerReady: (c) => _controller = c,
  onResult: (r) {},
);
// later:
_controller.cancel();

See example/ for a complete screen with instructions, a progress ring, hint badges, and error retries.

Customizing UI Colors

Pass a custom TrueFaceColors instance into LivenessConfig to style native iOS and Android UI elements:

LivenessCameraView(
  config: const LivenessConfig(
    colors: TrueFaceColors(
      primaryColor: Color(0xFF10B981),        // Action buttons & active accents
      backgroundColor: Color(0xFFF0FDF4),     // Main view & card items background
      cardBackgroundColor: Colors.white,      // Sheet background
      textColor: Color(0xFF064E3B),           // Primary header & title text
      subtitleColor: Color(0xFF047857),       // Subtitle & secondary body text
      promptBackgroundColor: Colors.white,    // Challenge prompt pill background
      promptTextColor: Color(0xFF064E3B),     // Challenge prompt text color
      promptBorderColor: Color(0xFFA7F3D0),   // Prompt pill border color
      ovalBorderColor: Color(0xFF10B981),     // Oval target border color
      overlayScrimColor: Color(0x80F0FDF4),   // Camera overlay translucent scrim
    ),
  ),
  onResult: (result) {
    // Handle result
  },
);

Configuration

LivenessConfig options:

Property	Type	Default	Description
challengePool	List<LivenessChallenge>	values	Available challenge pool (blink, smile, turnLeft, turnRight, nod).
numberOfChallenges	int	3	Number of challenges presented to the user.
randomizeOrder	bool	true	Randomize challenge sequence per session.
challengeTimeout	Duration	12s	Time budget per challenge.
imageQuality	int	90	JPEG compression quality (1–100) of captured still.
enablePassiveAntiSpoof	bool	true	Enable passive motion/texture anti-spoof checks.
spoofScoreThreshold	double	0.6	Minimum realness score threshold (0.0 – 1.0).
cameraLensDirection	CameraLensDirection	front	Front or back camera selection.
backendBaseUrl	String?	'https://api.trueface.dev'	Base URL of hosted verification backend.
publicKey	String?	null	Merchant publishable key (pk_...).
verificationId	String?	null	Session ID returned from server session creation.
clientSecret	String?	null	Client secret (vs_...) returned alongside verification ID.
recordVideo	bool	false	Enable video recording during challenges (auto-enabled for backend).
showInstructions	bool?	null	Controls pre-session instruction card visibility.
colors	TrueFaceColors	TrueFaceColors()	Full color theme override for native views.