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Indian Sign Language Communicator which recognises hand gestures and saves speech output.

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ISL-Communicator-using-CNN

Indian Sign Language Communicator which recognises hand gestures and saves speech output.

Dataset: Self generated images of hand signs for Alphabets in Indian Sign Language. Uses Google Text-To-Speech API to translate text to speech to generate spoken output.

Procedure:

  • Run Recognition.py
  • Use bright green gloves to segment hand feature.
  • Present signs for Alphabets
  • Press 'k' to accept letter
    • Press 'spacebar' for space
    • Press 'a' to delete
    • Press esc to store Audio file is created based on stored text.

Paper: https://www.researchgate.net/publication/343263135_Indian_Sign_Language_Communicator_Using_Convolutional_Neural_Network

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