🎯 Face Prep Tool

v1.1 · Procrustes-aligned face library prep · 1200×1200 canonical
⏳ Loading AI face model…
📷 1. Source photo
📷
Click or drop photo
High-res frontal photo, eyes visible
🎯 2. Aligned preview (canonical position)
📚 3. Current Face Library
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⚙️ Pipeline status
Detect facial landmarks (MediaPipe)
Compute Procrustes affine to canonical eye positions
Apply transform — rotate + scale + translate
Remove background (fal.ai BiRefNet)
Crop to canonical 800×800 frame
Upload to Drive + insert kbt_face_library row