A react app that tracks your hand and gestures to play rock-paper-scissors with you and detect the outcome of each game.
TensorFlow.js is a javascript library that develops many machine learning models. The model that this github repo utlizes is the handpose model to track hand and finger movements.
Fingerpose is a module that utlizes TensorFlow.js's handpose model to detect hand landmarks and run gesture recognition. This module was also used to create three gestures for the program to detect: rock, paper, and scissors. Thus, the program compares the handpose model to each of the three gestures to see if the user makes any valid gesture.