First preview MNC Identifier with in device Machine Learning
Posted April 16, 2021 by Handi Deyana ‐ 1 min read
OJK(Indonesia regulator) state that financial service must identify their customer to prevent money laundry and terrorism.
MNC Identifier is a service to identify,
and verify consumer with AI in it.
Features
OCR
AI algorithm to perform Optical Character Recognition (OCR) to extract KTP NIK (Indonesian Citizen Number)
Face detection
AI algorithm to detect face
Face distance validation
Ensure user not too far and too close from front camera
Closed Eye validation
Ensure user face straight to front camera
Face straight validation
Ensure user face straight to front camera
Selfie with KTP validation
Ensure user hold KTP when selfie using machine learning algorithm
Face smiling validation
To minimize bias when validating face and photo in KTP, identifier prevent user smiling.
In device machine learning
Every features are used in device machine learning, so it can work offline, without internet.
In this first preview we implemented client side in device ML to make validation.
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