facekit 1.0.1
facekit: ^1.0.1 copied to clipboard
Pure Dart offline facial recognition engine for Flutter & Dart.
CHANGELOG #
1.0.1 #
- Updated license text to canonical OSI-approved MIT License format.
- Updated documentation layout and GitHub repository URL.
1.0.0 #
- Initial release of FaceKit: 100% pure Dart offline facial recognition engine.
- Detector: Multi-scale image pyramid ($24 \times 24$ sliding window) with IoU NMS and adaptive contrast fallback pass.
- Landmarks & Alignment: 68 primary facial keypoints, 468 3D mesh interpolation, pupil intensity minimum search, and similarity transformation alignment to $112 \times 112$ canonical format.
- Spatial Feature Descriptor: 128-dimensional spatial cell LBP texture + HOG gradient feature descriptor projected onto an L2 unit hypersphere vector.
- Nearest-Neighbor Matcher: Fast in-memory nearest-neighbor matching using Cosine Similarity and Euclidean Distance metrics.
- Persistence & Serialization: Custom CRC32-checked
.facebinary format, JSON database import/export, and raw 128D embedding vector extraction for external SQL/NoSQL databases.