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README.md

Chasma

chasma_icon

Problem Statement

Persons with blindness have difficulties identifying what is in front of them without touching or asking someone. This creates challenges, especially when there's no one to assist or if the object in front of them is not to be touched. Solution should understand the requirements of the users and building an image recognition system. (By SRI Labs)

Solution Description

An Android Application which will let visually impaired users to know the place and localize it within the given frame of picture, we are using a pre trained network for our object detection algorithm MSCOCO.

Demo Screenshot

chasma_cup chasma_laptop

Technologies Used

  • Java
  • Tensorflow Lite

Tools Used

Android Studio

Data Used

MSCOCO ( A dataset of 90 labelled classes)

Contributors

Try it out on android:

Download APK

TO DO:

  • Enable voice input offline
  • Retrained and upgrade model with more objects i.e. electric wires, broken glass or dangerous objects
  • Navigation
  • Create different mode of usage
  • Night vision
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