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American Sign Language is one of the predominantly used sign languages among all other global sign languages. It is natural language used by Deaf communities in the United States. The language is developed with the hand gestures, facial expression and motion. In this report, we present the way to detect the alphabets and digits by using Deep Con…

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sourabhpowar17/AmericanSignLanguageDetection

 
 

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American_Sign-Language Detection

A CNN project.

Requirements

  1. Python 3.x
  2. Tensorflow 1.5
  3. Keras
  4. OpenCV 3.4
  5. h5py
  6. pyttsx3

Installing the requirements

For GPU: pip install -r requirements_gpu.txt For CPU: pip install -r requirements_cpu.txt

Note: Also, some of the features of this project are coded by taking reference from some of the projects on GitHub which are public.

About

American Sign Language is one of the predominantly used sign languages among all other global sign languages. It is natural language used by Deaf communities in the United States. The language is developed with the hand gestures, facial expression and motion. In this report, we present the way to detect the alphabets and digits by using Deep Con…

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  • Python 95.2%
  • Tcl 4.3%
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