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metadata
license: apache-2.0
title: Sign Language Conversion App
sdk: gradio
colorFrom: red
colorTo: red

Sign Language Conversion App

This application converts text to sign language videos and can also extract text from images to convert to sign language.

Features

  • Text to Sign Language: Enter text and get corresponding sign language videos
  • Image to Sign Language: Upload an image with text and get the sign language translation
  • AI-powered: Uses several AI models to improve sign language translations

How to Use

  1. Text Conversion:

    • Go to the "Text to Sign" tab
    • Enter text in the textbox
    • Click "Convert Text to Sign"
    • View the resulting sign language video
  2. Image Conversion:

    • Go to the "Image to Text/Caption and Sign" tab
    • Upload an image with text
    • Click "Process Image and Convert to Sign"
    • See the extracted text and corresponding sign language video

Technical Details

The app uses:

  • SentenceTransformer for text embedding
  • FAISS for efficient similarity search
  • OpenAI API through OpenRouter for text processing and image analysis
  • FFmpeg for video processing
  • Gradio for the user interface

Dataset

The application relies on a sign language dataset with video clips showing different signs.