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Sign Language Translation App

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Introduction

This no code interface will serve to be a proof-of-concept for sign language translation across English, Spanish, and Chinese.

Installation

conda env create environment.yaml
conda activate hands

Usage

cd semi-supervised-ASL
streamlit run hands.py

The streamlit app composes of 3 main modules.

  • Upload video to obtain pose.
  • Train a neural network that recognizes sign langugage.
  • Translate into other languages.

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UI for semi-supervised ASL

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