SignLanguageTranslator

Intro

Our Graduation project from Faculty of computers and information 2019.

Team

   Ahmed Mohsin,    
   Eslam Goher,
   Eslam Basiouny,
   Bahaa Ibrahim,
   Aya Salim,
   Sara Said,
   Ola Eisa

Idea

 It was about translating Signs of ASL to common language ex: Arabic to make people life easier,
 by help deaf community to communicate with all people without problems, 
 also hearing people can understand deaf people signs,
 and show the accuracy percentage of the translation according to error rate and accuracy of model.

Tools :

 Java, Android, Google Firebase, TensorFlow, TensorFlowLite

Documentation :

You'll find every step and its detail in a specific details in the project documentation.

Documentation

Introduce the application :

1- Main Screen

2- If you choose Dictionary

       Translation from common language to sign language 
       (it will display videos in ASL for some Actions according to what you searched for)

       Then type what you want to search for

       If you find what you're looking for then play the video.

3- If you choose Translate

       Translation from Sign language to common language 
       (The phone camera will be opened and detect the sign that you're doing With your hands and give you accuracy of sign)

          Translate Sign to letter.

          Accuracy of translation.
          I- High Accuracy

          II- Low Accuracy

- CNN Accuracy

- Sample of created Dataset of Arabic letters used in project

* Thanks