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handgesture-recognition

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An application to control media player from distance using hand gestures. It was developed by creating a hand gestures dataset using OpenCV, building a 2D CNN model for feature extraction and classification, and integrating the Keyboard keys to hand gestures using the PyAutoGUI library. whenever a gesture is predicted, the corresponding action i…

  • Updated Jan 27, 2022
  • Jupyter Notebook

This repository contains a Python-based hand gesture recognition system that allows users to control applications using simple hand gestures. The system leverages the MediaPipe framework for real-time hand tracking and finger counting. Users can interact with their computers hands-free, making it ideal for presentations, media playback, and more.

  • Updated Aug 2, 2023
  • Python

With the help of OpenCV and Deep Learning CNN algorithm performing some action with hand gesture though webcam like I'm playing chrome browser famous game dinosaur jump. And for CNN model I have collected my own Dataset by capturing 350+ images.

  • Updated Mar 22, 2020
  • Jupyter Notebook

AI Rock Paper Scissor with hand gesture is an AI based python project in which you can detect hand and fingers and with the help of your fingers co-ordinates you can figure out if it is an rock, paper or scissor sign with the help of this you can play this game with the AI where the AI plays with the player and the scores are given as per who wi…

  • Updated Jul 6, 2022
  • Python

The Virtual Hand Gesture Keyboard is an innovative and interactive project that offers a new way to type using hand gestures. This project leverages computer vision and machine learning techniques to track the user's hand movements and recognize specific gestures, which are then translated into virtual keypresses on the user's computer.

  • Updated Jul 25, 2023
  • Python

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