https://github.com/shubhamkarampure/asl-streamlit-signlingo

streamlit based web-app for teaching sign language through real-time hand gesture recognition.
https://github.com/shubhamkarampure/asl-streamlit-signlingo

learning-exercise mediapipe opencv-python python scikit-learn sign-language streamlit-webapp

Last synced: about 2 months ago
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streamlit based web-app for teaching sign language through real-time hand gesture recognition.

• Host: GitHub
• URL: https://github.com/shubhamkarampure/asl-streamlit-signlingo
• Owner: ShubhamKarampure
• Created: 2024-04-26T12:09:24.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-05-08T10:38:59.000Z (8 months ago)
• Last Synced: 2024-05-08T14:52:37.292Z (8 months ago)
• Topics: learning-exercise, mediapipe, opencv-python, python, scikit-learn, sign-language, streamlit-webapp
• Language: Python
• Homepage:
• Size: 429 KB
• Stars: 0
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Overview

Signlingo is a web application designed to facilitate the learning and practice of ASL sign alphabets. Powered by cutting-edge technology, Signlingo employs OpenCV for image processing and MediaPipe for action detection, ensuring an accurate and seamless learning experience. It offers interactive lessons, real-time feedback, engaging practice sessions, and progress tracking.

## Webpages & Features

### Login Page

![Screenshot of Login Page](https://github.com/ShubhamKarampure/asl-streamlit-signlingo/assets/113121940/9cef3d17-40df-407c-a1f2-3b90c89d7453)

### Real-time Feedback

[Real-time Feedback Video](https://github.com/ShubhamKarampure/asl-streamlit-signlingo/assets/113121940/15308ff4-3318-41c6-a22d-104b47a00b6f)

### Engaging Practice Sessions

[Engaging Practice Sessions Video](https://github.com/ShubhamKarampure/asl-streamlit-signlingo/assets/113121940/047c93fd-2926-4c8a-8e5f-4024f45eb0a4)

### Testing Understanding

[Testing Understanding Video](https://github.com/ShubhamKarampure/asl-streamlit-signlingo/assets/113121940/1959bfab-3c89-4a2c-acc3-0307d7cf3056)

### Progress Tracking

![Screenshot of Progress Tracking](https://github.com/ShubhamKarampure/asl-streamlit-signlingo/assets/113121940/55728860-9fd2-4cee-a215-6f96a23d6f94)

## Requirements

- Python version 3.10.0

## Installation

1. Clone the repository.

2. Navigate to the project directory.

3. Install dependencies from `requirements.txt` using:

   

   ```

   pip install -r requirements.txt

   ```

5. Run the Streamlit app:

   ```

   streamlit run Signlingo.py

   ```

## Contribution

Contributions are welcome! Feel free to submit pull requests or open issues.