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Mobile Apps · Major Project

Currency Scanner & Health Monitor App

Accessibility app that names Indian notes aloud and keeps a health log

2-3 weeks build

Overview

Built for visually impaired users. Point the camera at an Indian currency note and the app speaks its denomination, using an on-device model trained on a public note image dataset plus your own captures. A voice-first health log records readings such as blood pressure and sugar with medicine reminders. It is not a medical device and gives no diagnosis.

What makes it stand up

  • 01On-device note denomination recognition with spoken output
  • 02Large-target, screen-reader-friendly interface
  • 03Voice entry for health readings and medicine times
  • 04Charts of logged readings to share with a doctor
  • 05Academic prototype: records readings, never diagnoses

Module breakdown

  1. 01

    Note classifier

    Transfer learning on note images, exported to TensorFlow Lite.

  2. 02

    Scanner

    Continuous camera inference with a confidence gate before speaking.

  3. 03

    Health log

    Voice and form entry of readings stored in Firebase.

  4. 04

    Reminders

    Medicine schedules with spoken notifications.

  5. 05

    Accessibility

    TalkBack labels, haptics and high-contrast themes.

After this, you will be able to

  • Explain why a confidence gate matters before speaking a result
  • Defend your accessibility design decisions
  • Demo scanning several notes with the screen turned off

Technology stack

  • Flutter
  • TensorFlow
  • Firebase
  • Python

Complete kit

₹6,699₹11,399
-41%

Delivered in under 48 hours

Level
Major Project
Domain
Mobile Apps
Build time
2-3 weeks
Difficulty

You receive

  • Complete, commented source code
  • 60-90 page project report (IEEE format)
  • Editable presentation deck
  • Architecture, ER and UML diagrams
  • Local setup and deployment guide
  • Sample dataset or seed data
  • Viva question bank with answers
  • One 45-minute walkthrough call
  • 30 days of doubt-clearing support
Compare tiers

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