Spaces:
Running
Running
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by
Valerianikooooo
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README.md
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---
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title: Sign Language Project
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emoji:
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colorFrom:
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sdk: streamlit
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sdk_version: 1.
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app_file: app.py
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pinned: false
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β‘ An AI-powered system for translating Russian Sign Language (RSL) gestures into fluent, grammatically correct Russian text.
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## π Overview
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The Sign Language Project integrates computer vision and natural language processing to create an end-to-end pipeline:
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- **Gesture Recognition**: Uses ResNet-3D and OpenCV to identify continuous RSL video input.
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- **Linguistic Correction**: Applies GPT-3.5-Turbo via API to convert gloss output into fluent Russian sentences.
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This project aims to assist educators, students, and developers working with RSL by automating the translation of sign language into readable text.
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## π¬ Technical Highlights
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- **ResNet-3D**: For video frame-based gesture recognition.
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- **OpenCV**: For video preprocessing and gesture extraction.
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- **GPT-3.5-Turbo Integration**: For morphosyntactic correction and fluent sentence generation.
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- **Streamlit Interface**: For easy testing and demonstration.
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## π₯ Community & Usage
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- Publicly available on Hugging Face.
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- Tested by developers and educators exploring sign language technology.
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- Recognized in expert evaluations as an example of applied AI for assistive technology.
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## π License
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This project is released under the [MIT License](LICENSE).
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title: Sign Language Project
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emoji: β‘
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colorFrom: indigo
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colorTo: red
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sdk: streamlit
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sdk_version: 1.34.0
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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# Page config
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st.set_page_config(
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page_title="
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page_icon="π€",
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layout="wide",
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initial_sidebar_state="expanded"
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st.markdown("""
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<div class="hero">
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<img src="https://cdn-icons-png.flaticon.com/512/3062/3062634.png" class="logo" alt="logo">
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<h1>
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<p>AI-powered Sign Language App</p>
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</div>
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""", unsafe_allow_html=True)
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# Page config
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st.set_page_config(
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page_title="GestureGuru",
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page_icon="π€",
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layout="wide",
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initial_sidebar_state="expanded"
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st.markdown("""
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<div class="hero">
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<img src="https://cdn-icons-png.flaticon.com/512/3062/3062634.png" class="logo" alt="logo">
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<h1>GestureGuru</h1>
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<p>AI-powered Sign Language App</p>
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</div>
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""", unsafe_allow_html=True)
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