Encode and decode hand movements using C# and Kinect. Based on K-means and Hidden Markov Models.

🖐 An implementation of a machine learning model for detecting and recognizing hand signs (0-5) accurately using Python. The project pipeline involves the following modules: Preprocessing, Feature Extraction, Model selection and training, and finally performance analysis.

Mediapipe hand-signs UI for video snipping control

Computer Vision application to recognize hand-gestures by counting fingers

An end2end CNN model for hand gesture recognition

A hand gesture recognition simulation using OpenCV and python 2.7

Finding the hand gesture of the image which is rock or paper or scissor using convolution neural networks

GitHub repository for a Hand Gesture Recognition project using image processing and machine learning to interpret Indian Sign Language gestures.

Blackbeard - Smart glasses blackjack AI project for Harvard Wearable & Computer Vision Class DGMD E-14 Fall 2021

Hand Gesture Recognition based Human Machine Interface using Deep Learning and OpenCV

Hand Gesture Recognition with Tensorflow

A Program to perform frequently used Commands on windows using Gestures

System that recognizes the hand gestures

Mouse & Keyboard controls using Hand gestures.

Showcasing a state-of-the-art hand gesture recognition system based on Convolutional Neural Networks (CNNs), this repository features a fluid interface for human-computer interaction. It excels in classifying a wide array of gestures, catering to applications in virtual reality, gaming, assistive technology, and beyond.

🖐 Memory game with hand gesture recognition that will keep your brain in a good shape!

Computer Vision project to test hand detection and gesture classification to control IoT devices over the network.

Paper and code developed during Machine Learning course

This is my Final Year Project for my bachelor degree in Computer Science. I created a Hand Gesture Model (HGR) to detect the hand gesture and match it with the sign language number. The algorithm I used is CNN and was saved in a Keras model. In this project I used OpenCV-Python, NumPy, Keras, and Python.

A CNN model to detect hand gestures.