Skip to content

A GUI application using Pycharm that captures hand movements to detect and interpret the letters of sign language.

Notifications You must be signed in to change notification settings

LaasyaN77/Sign-Language-Detector

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 

Repository files navigation

🖐️ Sign Language Detector

This project is an interactive application that recognizes hand gestures and translates them into sign language letters in real-time. This tool bridges the communication gap with the help of Machine Learning!

🎯 How It Works:

  • Capture: Live video feed captures your hand gestures 📷.

  • Detect: MediaPipe tracks hand landmarks in real-time.

  • Predict: TensorFlow Lite model analyzes the hand position and predicts the sign language letter 🧠 .

  • Display: The letter appears instantly on the GUI!

❤️ Made with a passion for accessibility and sign language communication.
Created to make a small but meaningful difference. 🌍🤗

output2

output5

About

A GUI application using Pycharm that captures hand movements to detect and interpret the letters of sign language.

Resources

Stars

Watchers

Forks

Languages