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Capture multiple face images with automatic positioning guidance for anti-spoofing verification.\n\n## Features\n\n- **Real-time face detection** with position guidance (MediaPipe `@mediapipe/tasks-vision` v0.10+)\n- **Automatic image capture** (optimized images)\n- **Cross-platform support** (Web, React, mobile browsers including Samsung)\n- **TypeScript support** with full type definitions\n- **CPU delegate default** for reliable mobile GPU compatibility\n- **Hybrid asset loading** — CDN by default, self-hosted override supported\n\n## Quick Start\n\n### Installation\n\n```bash\n# Using yarn\nyarn add @aigencorp/face-liveness-sdk\n\n# Using npm\nnpm install @aigencorp/face-liveness-sdk\n```\n\n`@mediapipe/tasks-vision` is installed automatically as a dependency.\n\n### Basic Usage\n\n```javascript\nimport { createLivenessSDK } from '@aigencorp/face-liveness-sdk';\n\nconst video = document.getElementById('video');\nconst sdk = await createLivenessSDK(video);\n\n// Handle captured images\nsdk.on('capture:complete', (images) => {\n console.log('Captured images:', images);\n // Send to your verification API\n});\n\n// Start capture\nsdk.captureImages();\n```\n\n## Integration Guides\n\nChoose your integration approach:\n\n### 📱 **HTML/JavaScript** → [HTML_GUIDE.md](./HTML_GUIDE.md)\nComplete examples with vanilla JavaScript (no external MediaPipe scripts required).\n\n### ⚛️ **React** → [REACT_GUIDE.md](./REACT_GUIDE.md)\nReact components, hooks, and Next.js setup with TypeScript.\n\n## Requirements\n\n- **HTTPS** for camera access\n- **Network access** to CDN for WASM/models by default (jsdelivr + Google storage)\n- Chrome 88+, Firefox 85+, Safari 14+, Edge 88+, modern mobile browsers\n\nFor offline or restricted networks, self-host assets via `faceDetection` config (see [HTML_GUIDE.md](./HTML_GUIDE.md)).\n\n## Migration from 1.0.x\n\nVersion **1.1.0** migrates from legacy `@mediapipe/face_detection` to `@mediapipe/tasks-vision`. Public API (`createLivenessSDK`, events, image output) is unchanged. Remove any legacy MediaPipe `