Gesture Sign Language Detection using Python

Future Scope: Integrate this inside a website for the purpose of usability by the deaf/people in need!

Tech Stack

Technologies Used:

- Python

- Jupyter Notebook

Quick Start

Cloning the Repository

git clone https://github.com/Soumilgit/Gesture-Sign-Language-Detection-using-Python.git
cd hand-gesture-recognition-main

Installation

Navigate to the project directory:

cd hand-gesture-recognition-main

Install the project dependencies using pip:

pip install [necessary modules/packages]

Running the Project

Showcase - please DO CHECK this, if facing issues with running on VSCode:

Start the local server:

python app.py

End of MOST IMPORTANT step ABOVE

Accuracy SCORING + LOGGING KEYPOINTS and GESTURE HISTORIES for training CLASSIFIERS:

Start the local server:

python accuracy_score_checker.py

Deployment Options

Streamlit

cd hand-gesture-recognition-main

%ls

!pip install streamlit -q

!wget -q -O - ipv4.icanhazip.com

!streamlit run app.py & npx localtunnel --port [port_number]