{"service":"Face Detection API","version":"2.3.0","description":"Face detection with dual quality scoring for LoRA training and identity preservation","documentation":"/docs","test_page":"/test","endpoints":{"GET /health":"Health check for load balancers","GET /metrics":"Service metrics and performance stats","GET /test":"Browser-based test page","POST /analyze":"Full analysis with all features (1.5-3s)","POST /analyze_quick":"Fast validation, same structure (650-1200ms)","POST /analyze_batch":"Multi-image with duplicate detection","POST /score_dataset":"Score pre-computed results","POST /score_dataset_files":"Score uploaded files directly"},"quick_start":{"quick_check":"curl -X POST -F 'file=@photo.jpg' /analyze_quick","full_analysis":"curl -X POST -F 'file=@photo.jpg' /analyze","with_embeddings":"curl -X POST -F 'file=@photo.jpg' '/analyze?include_embeddings=true'"},"performance":{"auto_resize":"Large images auto-resized server-side (~20-50ms)","concurrency":"Max 3 concurrent analyses","workers":"2 uvicorn workers for availability"}}