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

Real-time Feedback

2024-05-08.15-42-25.mp4

Engaging Practice Sessions

2024-05-08.15-42-25_1.mp4

Testing Understanding

2024-05-08.15-42-25_2.mp4

Progress Tracking

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
   

4. Run the Streamlit app:

   streamlit run Signlingo.py
   

Contribution

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