PRODIGY_ML_04.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4b0bbcb8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Right Hand is Closed\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Open\n",
      "Left Hand is Closed\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Open\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Open\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n",
      "Left Hand is Closed\n",
      "Right Hand is Closed\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-1-0d09cd865fb2>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     10\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m     \u001b[1;31m# Detect hands in the frame\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 12\u001b[1;33m     \u001b[0mhands\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0m_\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdetector\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfindHands\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mframe\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     13\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     14\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mhands\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\cvzone\\HandTrackingModule.py\u001b[0m in \u001b[0;36mfindHands\u001b[1;34m(self, img, draw, flipType)\u001b[0m\n\u001b[0;32m     53\u001b[0m         \"\"\"\n\u001b[0;32m     54\u001b[0m         \u001b[0mimgRGB\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcv2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcvtColor\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcv2\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mCOLOR_BGR2RGB\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 55\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mresults\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mhands\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprocess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimgRGB\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     56\u001b[0m         \u001b[0mallHands\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     57\u001b[0m         \u001b[0mh\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mw\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimg\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\mediapipe\\python\\solutions\\hands.py\u001b[0m in \u001b[0;36mprocess\u001b[1;34m(self, image)\u001b[0m\n\u001b[0;32m    151\u001b[0m     \"\"\"\n\u001b[0;32m    152\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 153\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprocess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput_data\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m{\u001b[0m\u001b[1;34m'image'\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mimage\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\mediapipe\\python\\solution_base.py\u001b[0m in \u001b[0;36mprocess\u001b[1;34m(self, input_data)\u001b[0m\n\u001b[0;32m    370\u001b[0m                                      data).at(self._simulated_timestamp))\n\u001b[0;32m    371\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 372\u001b[1;33m     \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_graph\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwait_until_idle\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    373\u001b[0m     \u001b[1;31m# Create a NamedTuple object where the field names are mapping to the graph\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    374\u001b[0m     \u001b[1;31m# output stream names.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import cv2\n",
    "from cvzone.HandTrackingModule import HandDetector\n",
    "\n",
    "cap = cv2.VideoCapture(0)\n",
    "detector = HandDetector(detectionCon=0.8)\n",
    "\n",
    "while True:\n",
    "    ret, frame = cap.read()\n",
    "    frame = cv2.flip(frame, 1)\n",
    "\n",
    "    # Detect hands in the frame\n",
    "    hands, _ = detector.findHands(frame)\n",
    "\n",
    "    if hands:\n",
    "        # Get information about each hand\n",
    "        for hand in hands:\n",
    "            handType = hand['type']  # 'Left' or 'Right'\n",
    "            fingers = detector.fingersUp(hand)\n",
    "\n",
    "            # Print the hand type and finger count\n",
    "            reversedHandType = 'Right' if handType == 'Left' else 'Left'\n",
    "            cv2.putText(frame, f\"{reversedHandType} Hand - Fingers: {sum(fingers)}\", (10, 50),cv2.FONT_HERSHEY_DUPLEX, 1, (0, 255, 0), 2, cv2.LINE_AA)\n",
    "\n",
    "            # Check if hand is open or closed\n",
    "            handStatus = \"Open\" if sum(fingers) == 5 else \"Closed\"\n",
    "\n",
    "            # Display hand status in the terminal\n",
    "            print(f\"{reversedHandType} Hand is {handStatus}\")\n",
    "\n",
    "    cv2.imshow('Hand Tracking', frame)\n",
    "\n",
    "    if cv2.waitKey(1) == 10:\n",
    "        break\n",
    "\n",
    "cap.release()\n",
    "cv2.destroyAllWindows()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a7d8bb8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}