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This PR updates the face detection classifier from
@vladmandic/face-api
to@vladmandic/human
.Fix #1171
Key Changes
Improved Performance
@vladmandic/human
offers significantly better performance compared toface-api
, with faster processing and more reliable face detection.Configuration Adjustments
maxDetected
to 100 (default is 1) to support multiple faces in a single image.descriptor
(128 dimensions inface-api
), now calledembedding
(1024 dimensions inhuman
).Face Clustering
MIN_CLUSTER_SEPARATION
,MAX_CLUSTER_EDGE_LENGTH
) might need optimization for the new 1024-dimensional embeddings. Suggestions and assistance on tuning these are welcome! 🙏Compatibility Note
face-api
are incompatible withhuman
embeddings. This requires a reset of existing data to align with the new system.Testing
Request for Feedback
Recap (Help Needed 🙏)
Let me know if there's anything I can improve or clarify further!