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Sing Language to text conversion of India Sign Language

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harshaguda/stisl

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stisl

Sign Language to text conversion of India Sign Language.

Download dataset of 26 alphabets represented in Indian Sign Language from this link. And put that in the repository downloaded from this repo.

Reqirements

python

openCV

Keras

tensorflow

sklearn

matplotlib

Usage

Run the code "train_vgg.py" to train your network and save results to require directory.

model.png and model_plot.png are for the dataset containing 26 alphabets.

Paper

You can find paper published in this link

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