Hand Sign Recognition with Face Detection is an interactive computer vision project that combines gesture recognition and facial identification into one unified system. It allows users to control actions or communicate through hand gestures — and even recognizes individual faces for personalization..

This project was inspired by a video about an orphanage filled with amazing children! I wanted to create a way to communicate and connect with them using technology. That’s how this project was born — and I’ll keep developing it into version 2 and beyond.d.

and the other one, Gestures Piano is a fun and creative project where you can play a piano with only hand-gesture to camera!

✋ Hand Sign Recognition Detects and classifies various hand gestures using MediaPipe and OpenCV..

😊 Facial Recognition Identifies faces using Face Recognition and dlib to personalize interaction..

🎹 Gestures Piano playing piano's note using various hand gestures..

🧠 Gesture Training Script Includes a script so you can add and recognize your own custom movements..

💡 Dual Version Support

One version is integrated with Arduino + LCD (for hardware display).

The other version is standalone, so you can run it without Arduino.

For guide notes, please find on the releases page

The Arduino that I used in this project I have used to assemble into a new project, because I only have one Arduino