Face Validation

10 checks ยท server-side MediaPipe TF Lite ยท consistent results

๐Ÿ‘คSingle person
๐ŸŽฏFace visible
๐Ÿ“Face size
๐Ÿ–ผFull face visible
๐Ÿ‘Eyes open
๐Ÿ’กLighting
ใ€ฐ๏ธMotion blur
๐Ÿ”Sharpness
โ†•Head pose
๐Ÿ•ถNo sunglasses

Camera preview

Ready to validate

Start the camera or upload a photo. All 10 checks run on the server using MediaPipe TF Lite โ€” results are deterministic and consistent.

Single person
Face visible
Face size
Full face visible
Eyes open
Lighting
Motion blur
Sharpness
Head pose
No sunglasses