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Real-time object detection for recognizing american sign-language letters

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matannagar/SignIt-ReactNative

 
 

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Sign-It

React Native Project using Android Studio, Firebase & Expo

American Sign Langauge model using Tensorflow RealTimeObjectDetection & OpenCV library

The app also supports user registration with firebase API, camera us via object-detection model.

Screens:

Login Page Home Page Self Taught Page

Build instructions

  1. Open the project directory
  2. Run npx yarn install or 'npm install' to download the dependencies for the application.
  3. Platform build requirements:
  • iOS requires setting up native module dependencies using cocoapods. Run cd ios; pod install; cd .. to install native modules for iOS.

Running

To run the application use npm start

Real-Time-Object-Detetction Model

The model which we trained and created can be found here:
https://github.com/matannagar/model

👏 How to Contribute

The main purpose of this repository is to continue evolving Sign-Language datasets and better models. Feel free to insert your own model instead, you can find it in the page model.js

CONTRIBUTORS ✨


Orya Spiegel


Asahel Cohen

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Real-time object detection for recognizing american sign-language letters

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