Aadhaar Masking Solution Overview
A working Python-based utility for automated Aadhaar detection and masking — deployable today as a baseline, with a clear path to production-grade accuracy.
What the Utility Does Today
The current implementation combines PaddleOCR and YOLO to deliver an end-to-end masking pipeline on Linux.
Region Detection
YOLO-based detection of Aadhaar-related regions within scanned documents and images.
OCR Extraction
PaddleOCR reads and extracts Aadhaar number text from identified regions.
Automated Masking
Masking logic is applied on extracted PII, redacting Aadhaar identifiers in the output.
Batch Execution
Folder-based, batch-mode processing via Linux cron scheduler — no manual intervention needed.
Performance Baseline
Current Accuracy:
Accuracy is functional but variable — influenced by several real-world document factors.
Scan & Image Quality
Low-resolution scans, poor lighting, or compression artefacts reduce OCR confidence significantly.
Card Placement & Background
Skewed, rotated, or busy-background documents affect YOLO detection reliability.
Document Format Variation
Different Aadhaar layouts, generations, and laminated copies introduce variance in pipeline output.
Deployment Readiness
How to Position This Utility
- Working prototype ready for internal use
- Proof-of-concept / controlled pilot
- Accelerator foundation for further enhancement
- Baseline Aadhaar masking for known document formats
- Fully production-grade deployment
- High-accuracy enterprise PII solution
- A replacement for validated, annotated model pipelines
- Guaranteed masking across all real-world document types
Important: Current accuracy of 60–70% must be disclosed upfront before any deployment commitment.
Baseline Deployment:
Ready Within 1 Week
The existing utility can be stood up rapidly in a Linux environment for pilot or PoC use.
Dependency Installation
Install packages and configure services.
Environment Setup
Provision Linux VM and network.
Scheduler & Path Setup
Configure scheduler and data paths.
Testing & Validation
Run pilot tests and verify results.
Ready to pilot Aadhaar masking in your environment?
Deploy the baseline utility within a week — and build toward production-grade accuracy on your own data.
India
CTD Techs Pvt. Ltd,
Kochar Bliss, 4th Floor, Guindy, Chennai, India - 600032
salesqueries@ctdtechs.ai
+91-9384699691
USA
Connect The Health Dots,
225 Dyer Street, Providence, RI, 02903, USA
salesqueries@ctdtechs.ai
Canada
Connect The Intelligence Dots,
BHive, 8 Nelson St W, Brampton, Ontario, L6X 1B7
salesqueries@ctdtechs.ai
+91-9150064825
Saudi Arabia
Office 97, Bayt 7 Tower,
King Faisal Road,
Riyadh 12513
salesqueries@ctdtechs.ai