README.md

metadata

title: Sign Language Project
emoji: 🤟
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.45.0
app_file: app.py
pinned: false

Sign Language Project

⚡ An AI-powered system for translating Russian Sign Language (RSL) gestures into fluent, grammatically correct Russian text.

🚀 Overview

The Sign Language Project integrates computer vision and natural language processing to create an end-to-end pipeline:

• Gesture Recognition: Uses ResNet-3D and OpenCV to identify continuous RSL video input.
• Linguistic Correction: Applies GPT-3.5-Turbo via API to convert gloss output into fluent Russian sentences.

This project aims to assist educators, students, and developers working with RSL by automating the translation of sign language into readable text.

🔬 Technical Highlights

• ResNet-3D: For video frame-based gesture recognition.
• OpenCV: For video preprocessing and gesture extraction.
• GPT-3.5-Turbo Integration: For morphosyntactic correction and fluent sentence generation.
• Streamlit Interface: For easy testing and demonstration.

👥 Community & Usage

• Publicly available on Hugging Face.
• Tested by developers and educators exploring sign language technology.
• Recognized in expert evaluations as an example of applied AI for assistive technology.

📝 License

This project is released under the MIT License.