All notable changes to the LockLess project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
- Initial project structure and documentation
- Core biometric authentication system
- Cross-platform support (Windows, Linux, Android)
- REST API and Python SDK
- Comprehensive security architecture
- GUI and CLI interfaces
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Core Features
- Face detection and recognition using deep learning
- User enrollment and authentication system
- Multi-modal liveness detection
- AES-256 encryption for biometric templates
- Cross-platform camera interface
- Real-time authentication with <500ms latency
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Security Features
- End-to-end encryption of biometric data
- Secure key management with PBKDF2
- Anti-spoofing protection
- Template integrity verification
- Audit logging and security monitoring
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User Interface
- Modern GUI built with PyQt5
- Command-line interface for automation
- REST API for third-party integration
- Python SDK for developers
- Accessibility features and multi-language support
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Platform Support
- Windows 10/11 with Windows Hello integration
- Linux with PAM module support
- Android with BiometricPrompt integration
- Cross-platform deployment packages
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Developer Tools
- Comprehensive API documentation
- Extensive test suite (unit, integration, security)
- CI/CD pipeline with automated testing
- Code quality tools (linting, formatting, type checking)
- Performance benchmarking tools
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Documentation
- Complete user guide and quick start
- API reference with examples
- Security architecture documentation
- Deployment guide for all platforms
- Contributing guidelines and code of conduct
- Performance: Sub-500ms authentication, <1% CPU idle usage
- Accuracy: FAR ≤ 0.001%, FRR ≤ 1%
- Security: AES-256 encryption, TPM integration support
- Compatibility: Python 3.8+, OpenCV 4.8+, PyTorch 2.0+
- Python 3.8+
- OpenCV 4.8.0+
- PyTorch 2.0.0+
- ONNX Runtime 1.15.0+
- Cryptography 41.0.0+
- PyQt5 5.15.0+ (GUI)
- Various platform-specific dependencies
- Initial alpha release
- Basic face detection and recognition
- Simple enrollment and authentication
- Windows-only support
- Command-line interface
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- Basic encryption implementation
- Project initialization
- Core architecture design
- Basic biometric processing pipeline
- Security framework foundation
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This project uses Semantic Versioning:
- MAJOR version for incompatible API changes
- MINOR version for new functionality (backward compatible)
- PATCH version for bug fixes (backward compatible)
- Major Release: Significant new features, may include breaking changes
- Minor Release: New features, backward compatible
- Patch Release: Bug fixes and security updates
- Hotfix Release: Critical security fixes
- Current Version: Full support and updates
- Previous Major Version: Security updates only
- Older Versions: Community support only
- Backup Data: Backup all biometric templates and configuration
- Update Dependencies: Install new required dependencies
- Migrate Configuration: Update configuration files to new format
- Re-enroll Users: Users may need to re-enroll due to improved algorithms
- Test Thoroughly: Test all functionality before production use
- New configuration keys added for enhanced security
- Default values updated for better performance
- Deprecated configuration options removed
- REST API endpoints updated for consistency
- New authentication methods added
- Improved error handling and response formats
- Camera detection may fail on some USB webcams
- Performance may be slower on older hardware
- Android app requires manual permission granting
- Try different camera IDs if detection fails
- Reduce image resolution for better performance
- Grant all permissions during Android installation
- Voice recognition support
- Fingerprint authentication
- Enhanced mobile app features
- Cloud deployment options
- Multi-factor authentication
- Advanced analytics dashboard
- Enterprise management features
- SSO integration
- Complete UI redesign
- Advanced AI features
- Blockchain integration
- IoT device support
See CONTRIBUTING.md for details on how to contribute to this project.
- Documentation: docs.lockless.dev
- Issues: GitHub Issues
- Discord: Community Discord
- Email: support@lockless.dev