pose estimation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "24455893",
   "metadata": {},
   "source": [
    "# Yolov7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a4a037ef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\hp\\yolov7\n"
     ]
    }
   ],
   "source": [
    "%cd yolov7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c202dda8",
   "metadata": {},
   "outputs": [],
   "source": [
    "import Angles as ag\n",
    "import detection as de\n",
    "import counter as co \n",
    "import Feedback as fb\n",
    "import Recognition_UPDATE as rec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cbd6cc93",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Library Loaded Successfully ..........\n"
     ]
    }
   ],
   "source": [
    "#--->importing req libraries\n",
    "try:\n",
    "    import torch\n",
    "    from torchvision import transforms\n",
    "    import pandas as pd\n",
    "    import matplotlib.pyplot as plt\n",
    "    import cv2\n",
    "    import numpy as np\n",
    "    import math\n",
    "    import ctypes\n",
    "    from utils.datasets import letterbox\n",
    "    from utils.general import non_max_suppression_kpt\n",
    "    from utils.plots import output_to_keypoint, plot_skeleton_kpts\n",
    "    import tkinter as tk\n",
    "    from tkinter import Message, Text\n",
    "    import os\n",
    "    import shutil\n",
    "    import csv\n",
    "    from PIL import Image, ImageTk\n",
    "    import pandas as pd\n",
    "    import datetime\n",
    "    import time\n",
    "    import tkinter.ttk as ttk\n",
    "    import tkinter.font as font\n",
    "    from pathlib import Path\n",
    "    import pyttsx3\n",
    "    import time\n",
    "    from NBSapi import NBSapi\n",
    "    from colorthief import ColorThief\n",
    "    print(\"Library Loaded Successfully ..........\")\n",
    "except:\n",
    "    print(\"Library not Found ! \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d1f33b80",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda:0\n"
     ]
    }
   ],
   "source": [
    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
    "print(device)\n",
    "def load_model():\n",
    "    model = torch.load(\"C:\\\\Users\\\\hp\\\\Downloads\\\\yolov7-w6-pose.pt\", map_location=device)['model']\n",
    "    # Put in inference mode\n",
    "    model.float().eval()\n",
    "\n",
    "    if torch.cuda.is_available():\n",
    "        # half() turns predictions into float16 tensors\n",
    "        # which significantly lowers inference time\n",
    "        model.half().to(device)\n",
    "    return model\n",
    "\n",
    "model = load_model()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2fab1142",
   "metadata": {},
   "outputs": [],
   "source": [
    "def run_inference(image):\n",
    "    # Resize and pad image\n",
    "    image = letterbox(image, 960, stride=64, auto=True)[0] # shape: (567, 960, 3)\n",
    "    # Apply transforms\n",
    "    image = transforms.ToTensor()(image) # torch.Size([3, 567, 960])\n",
    "    if torch.cuda.is_available():\n",
    "        image = image.half().to(device)\n",
    "    # Turn image into batch\n",
    "    image = image.unsqueeze(0) # torch.Size([1, 3, 567, 960])\n",
    "    with torch.no_grad():\n",
    "        output, _ = model(image)\n",
    "     \n",
    "    return output, image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9d9aaeba",
   "metadata": {},
   "outputs": [],
   "source": [
    "def draw_keypoints(output, image, EXS, level,EXSType,tts_g):\n",
    "    global EXSType_show\n",
    "    global state \n",
    "    global cnt\n",
    "    global EXS_feedback\n",
    "    global state_fed\n",
    "    cntr=[]\n",
    "    personID=0\n",
    "    \n",
    "    output = non_max_suppression_kpt(output, \n",
    "                                     0.25, # Confidence Threshold\n",
    "                                     0.65, # IoU Threshold\n",
    "                                     nc=model.yaml['nc'], # Number of Classes\n",
    "                                     nkpt=model.yaml['nkpt'], # Number of Keypoints\n",
    "                                     kpt_label=True)\n",
    "    with torch.no_grad():\n",
    "        output = output_to_keypoint(output)\n",
    "    \n",
    "    #change format [b,c,h,w] to [h,w,c] for displaying the image\n",
    "    nimg = image[0].permute(1, 2, 0) * 255\n",
    "    nimg = nimg.cpu().numpy().astype(np.uint8)\n",
    "    nimg = cv2.cvtColor(nimg, cv2.COLOR_RGB2BGR)\n",
    "    \n",
    "    #get dic of a recognized ids \n",
    "    ids,rec_dic = rec.face_detect(nimg,rec.name(),tts_g)\n",
    "    for idx in range(output.shape[0]):\n",
    "        print(idx)\n",
    "        print(output[idx, 7:])\n",
    "        #get only 17 keypoints \n",
    "        output2 =output[idx, 7:]\n",
    "        #link each id to its keypoints\n",
    "        for id in ids.keys():\n",
    "            if abs(id-output2[0])<5:\n",
    "                 personID = ids[id]\n",
    "                    \n",
    "        #plot key-points \n",
    "        plot_skeleton_kpts(nimg, output[idx, 7:].T, 3)\n",
    "        \n",
    "        #apply detection,counter,feedback to only recognized person\n",
    "        if personID > 0:\n",
    "            rec_list = rec_dic[personID]\n",
    "            reel_Angles=ag.findAngle(nimg,output[idx, 7:],personID)\n",
    "            de.detection (nimg,reel_Angles,personID,EXS, level, EXSType,EXSType_show,tts_g,rec_list[0],rec_list[1])\n",
    "            fb.feedback(nimg,reel_Angles,personID, level,EXS,EXSType_show,EXS_feedback,state_fed,tts_g,rec_list[0],rec_list[1])\n",
    "            co.counter(nimg,reel_Angles,personID, level,EXS,EXSType_show,cnt,state,tts_g,rec_list[0],rec_list[1])\n",
    "            \n",
    "\n",
    "    return nimg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "aff28b66",
   "metadata": {},
   "outputs": [],
   "source": [
    "def pose_estimation_video(filename, EXS, level, EXSType,voice_type):\n",
    "    #intialize video capture object to read video from built-in camera\n",
    "    cap = cv2.VideoCapture(filename)\n",
    "    \n",
    "    global EXSType_show\n",
    "    EXSType_show = [None]*5\n",
    "    global cnt \n",
    "    cnt = [0]*5\n",
    "    global state \n",
    "    state = [None]*5\n",
    "    global EXS_feedback\n",
    "    EXS_feedback=[None]*5\n",
    "    global state_fed\n",
    "    state_fed=[None]*5\n",
    "    global  tts_g\n",
    "    tts_g = NBSapi()\n",
    "    \n",
    "    #Full screen mode\n",
    "    WINDOW_NAME = 'Full Integration'\n",
    "    cv2.namedWindow(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN)\n",
    "    cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, cv2.WINDOW_FULLSCREEN)\n",
    "    \n",
    "    # Capture frames from reel-time camera video\n",
    "    while cap.isOpened():\n",
    "        \n",
    "        #get screen size\n",
    "        user32 = ctypes.windll.user32\n",
    "        screen_width, screen_height = user32.GetSystemMetrics(0), user32.GetSystemMetrics(1)\n",
    "        \n",
    "        #read video frame by frame\n",
    "        (ret, frame) = cap.read()\n",
    "        if ret == True:\n",
    "            #print number of key-points->17\n",
    "            print(model.yaml['nkpt'])\n",
    "            \n",
    "            #get image scale\n",
    "            frame_height, frame_width, _ = frame.shape\n",
    "            scaleWidth = float(screen_width)/float(frame_width)\n",
    "            scaleHeight = float(screen_height)/float(frame_height)\n",
    "\n",
    "            if scaleHeight>scaleWidth:\n",
    "                imgScale = scaleWidth\n",
    "\n",
    "            else:\n",
    "                imgScale = scaleHeight\n",
    "\n",
    "            newX,newY = frame.shape[1]*imgScale, frame.shape[0]*imgScale\n",
    "            \n",
    "            #convert the rgb image to grayscale\n",
    "            frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n",
    "            \n",
    "            output, frame = run_inference(frame)\n",
    "            if voice_type != 2: \n",
    "                tts_g.SetVoice(voice_type)\n",
    "                frame = draw_keypoints(output, frame, EXS, level,EXSType,tts_g)\n",
    "            else:\n",
    "                frame = draw_keypoints(output, frame, EXS, level,EXSType,voice_type)\n",
    "            \n",
    "            #resize frame to fit full screen\n",
    "            frame = cv2.resize(frame,(int(newX),int(newY)))\n",
    "            cv2.imshow(WINDOW_NAME, frame)\n",
    "        else:\n",
    "            break\n",
    "\n",
    "        if cv2.waitKey(10) & 0xFF == ord('q'):\n",
    "            tts_g.Stop()\n",
    "            break\n",
    "\n",
    "    cap.release()\n",
    "    cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "65a04866",
   "metadata": {},
   "outputs": [],
   "source": [
    "def Gui():\n",
    "    global voice_g\n",
    "    global hex_color\n",
    "    voice_g = \"\"\n",
    "    tts = NBSapi()\n",
    "    tts.SetVolume(50)\n",
    "    tts.SetVoice(1)\n",
    "    window = tk.Tk()\n",
    "    window.title(\"SMART GYM\")\n",
    "    window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "    # Load the logo image file\n",
    "    logo_file = r\"D:\\Home.png\"\n",
    "    logo_image = Image.open(logo_file)\n",
    "    logo_photo = ImageTk.PhotoImage(logo_image, master=window)\n",
    "\n",
    "    # Extract the dominant color from the logo image\n",
    "    color_thief = ColorThief(logo_file)\n",
    "    dominant_color = color_thief.get_color(quality=1)\n",
    "\n",
    "    # Convert the RGB value of the dominant color to a hexadecimal color code\n",
    "    hex_color = f\"#{dominant_color[0]:02x}{dominant_color[1]:02x}{dominant_color[2]:02x}\"\n",
    "\n",
    "    # Create a label to hold the logo image\n",
    "    logo_label = ttk.Label(window, image=logo_photo)\n",
    "    logo_label.place(x=500, y=0, relwidth=1, relheight=1)\n",
    "\n",
    "    # Create a style object to customize ttk widgets\n",
    "    style = ttk.Style(window)\n",
    "    style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "    # Create a frame to hold the title label\n",
    "    title_frame = ttk.Frame(window)\n",
    "    title_frame.pack(fill=\"x\", pady=20)\n",
    "    title_label = ttk.Label(\n",
    "        title_frame,\n",
    "        text=\"SMART GYM\",\n",
    "        font=('Times New Roman', 30, 'bold'),\n",
    "        foreground=\"white\",\n",
    "        padding=(20, 15),\n",
    "        background=hex_color)\n",
    "    title_label.pack(fill='x')\n",
    "\n",
    "    file =  r\"D:\\countdown.gif\"\n",
    "    \n",
    "     ####   \n",
    "    def pose_estimation_window1(file):\n",
    "        root2 = tk.Toplevel(window)\n",
    "        root2.title(\"Pose Estimation\")\n",
    "        root2.geometry(\"1940x1080+0+0\")\n",
    "        \n",
    "         # Load the logo image file\n",
    "        logo_file1 = r\"D:\\Home.png\"\n",
    "        logo_image1 = Image.open(logo_file1)\n",
    "        logo_photo1 = ImageTk.PhotoImage(logo_image1, master=root2)\n",
    "\n",
    "        # Extract the dominant color from the logo image\n",
    "        color_thief1 = ColorThief(logo_file1)\n",
    "        dominant_color1 = color_thief1.get_color(quality=1)\n",
    "\n",
    "        # Convert the RGB value of the dominant color to a hexadecimal color code\n",
    "        hex_color1 = f\"#{dominant_color1[0]:02x}{dominant_color1[1]:02x}{dominant_color1[2]:02x}\"\n",
    "\n",
    "        # Create a label to hold the logo image\n",
    "        logo_label1 = ttk.Label(root2, image=logo_photo1)\n",
    "        logo_label1.place(x=500, y=0, relwidth=1, relheight=1)\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(root2)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame1 = ttk.Frame(root2)\n",
    "        title_frame1.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label1 = ttk.Label(\n",
    "            title_frame1,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color)\n",
    "        title_label1.pack(fill='x')\n",
    "        \n",
    "        #recognition dataset\n",
    "        biceps_button = ttk.Button(root2, text=\"Biceps\", command=lambda: pose_estimation_window2(file) ,  width=30)\n",
    "        biceps_button.place(x=250, y=300)\n",
    "\n",
    "        #recognition training\n",
    "        shoulder_button = ttk.Button(root2, text=\"Shoulder\", command=lambda: pose_estimation_window3(file) ,  width=30)\n",
    "        shoulder_button.place(x=250, y=350)\n",
    "\n",
    "        #recognition testing\n",
    "        quad_button = ttk.Button(root2, text=\"Quad\", command=lambda: pose_estimation_window4(file) ,  width=30)\n",
    "        quad_button.place(x=250, y=400)\n",
    "\n",
    "        #pose estimation\n",
    "        hamstring_button = ttk.Button(root2, text=\"Hamstring\", command=lambda: pose_estimation_window5(file) ,  width=30)\n",
    "        hamstring_button.place(x=250, y=450)\n",
    "    \n",
    "\n",
    "        back_button = ttk.Button(root2, text=\"back\", command=root2.destroy,  width=30)\n",
    "        back_button.place(x=250, y=500)\n",
    "        \n",
    "        root2.mainloop()\n",
    "        \n",
    "        \n",
    "    ########\n",
    "    def pose_estimation_window2(file):\n",
    "        global hex_color\n",
    "\n",
    "        window2 = tk.Toplevel(window)\n",
    "        window2.title(\"SMART GYM\")\n",
    "        window2.geometry(\"1940x1080+0+0\")\n",
    "        \n",
    "        logo_file = r\"D:\\level-1.png\"\n",
    "        logo_image = Image.open(logo_file)\n",
    "        logo_photo = ImageTk.PhotoImage(logo_image, master=window2)\n",
    "        \n",
    "        logo_file2 = r\"D:\\level-2-icon.png\"\n",
    "        logo_image2 = Image.open(logo_file2)\n",
    "        logo_photo2 = ImageTk.PhotoImage(logo_image2, master=window2)\n",
    "\n",
    "        logo_file3 = r\"D:\\level-icon-15.jpg\"\n",
    "        logo_image3 = Image.open(logo_file3)\n",
    "        logo_photo3 = ImageTk.PhotoImage(logo_image3, master=window2)\n",
    "        \n",
    "        logo_file4 = r\"D:\\back-icon-png-15.jpg\"\n",
    "        logo_image4 = Image.open(logo_file4)\n",
    "        logo_photo4 = ImageTk.PhotoImage(logo_image4, master=window2)\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(window2)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(window2)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "\n",
    "        # Create a label to hold the icon image\n",
    "        logo_label1 = tk.Button(window2,image= logo_photo , command=lambda:biceps_window1(),border=0)\n",
    "        logo_label1.place(x=400, y=300)\n",
    "        \n",
    "        logo_label2 = tk.Button(window2,image= logo_photo2,command=lambda:biceps_window2(),border=0)\n",
    "        logo_label2.place(x=700, y=300)\n",
    "        \n",
    "        logo_label3 = tk.Button(window2,image= logo_photo3,command=lambda:biceps_window3(),border=0)\n",
    "        logo_label3.place(x=1000, y=300)\n",
    "        \n",
    "        logo_label4 = tk.Button(window2,image= logo_photo4,border=0 ,command=window2.destroy,height=200,width=200)\n",
    "        logo_label4.place(x=100, y=300)\n",
    "        \n",
    "        window2.mainloop()\n",
    "        \n",
    "    ########\n",
    "    def pose_estimation_window3(file):\n",
    "        global hex_color\n",
    "\n",
    "        window3 = tk.Toplevel(window)\n",
    "        window3.title(\"SMART GYM\")\n",
    "        window3.geometry(\"1940x1080+0+0\")\n",
    "        \n",
    "        logo_file = r\"D:\\level-1.png\"\n",
    "        logo_image = Image.open(logo_file)\n",
    "        logo_photo = ImageTk.PhotoImage(logo_image, master=window3)\n",
    "        \n",
    "        logo_file2 = r\"D:\\level-2-icon.png\"\n",
    "        logo_image2 = Image.open(logo_file2)\n",
    "        logo_photo2 = ImageTk.PhotoImage(logo_image2, master=window3)\n",
    "\n",
    "        logo_file3 = r\"D:\\level-icon-15.jpg\"\n",
    "        logo_image3 = Image.open(logo_file3)\n",
    "        logo_photo3 = ImageTk.PhotoImage(logo_image3, master=window3)\n",
    "        \n",
    "        logo_file4 = r\"D:\\back-icon-png-15.jpg\"\n",
    "        logo_image4 = Image.open(logo_file4)\n",
    "        logo_photo4 = ImageTk.PhotoImage(logo_image4, master=window3)\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(window3)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(window3)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "\n",
    "        # Create a label to hold the icon image\n",
    "        logo_label1 = tk.Button(window3,image= logo_photo , command=lambda:elbow_window(),border=0)\n",
    "        logo_label1.place(x=400, y=300)\n",
    "        \n",
    "        logo_label2 = tk.Button(window3,image= logo_photo2,command=lambda:elbow_window2(),border=0)\n",
    "        logo_label2.place(x=700, y=300)\n",
    "    \n",
    "        \n",
    "        logo_label4 = tk.Button(window3,image= logo_photo4,border=0 ,command=window3.destroy,height=200,width=200)\n",
    "        logo_label4.place(x=100, y=300)\n",
    "        \n",
    "        window3.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def pose_estimation_window4(file):\n",
    "        global hex_color\n",
    "\n",
    "        window4 = tk.Toplevel(window)\n",
    "        window4.title(\"SMART GYM\")\n",
    "        window4.geometry(\"1940x1080+0+0\")\n",
    "        \n",
    "        logo_file = r\"D:\\level-1.png\"\n",
    "        logo_image = Image.open(logo_file)\n",
    "        logo_photo = ImageTk.PhotoImage(logo_image, master=window4)\n",
    "        \n",
    "        logo_file2 = r\"D:\\level-2-icon.png\"\n",
    "        logo_image2 = Image.open(logo_file2)\n",
    "        logo_photo2 = ImageTk.PhotoImage(logo_image2, master=window4)\n",
    "\n",
    "        logo_file3 = r\"D:\\level-icon-15.jpg\"\n",
    "        logo_image3 = Image.open(logo_file3)\n",
    "        logo_photo3 = ImageTk.PhotoImage(logo_image3, master=window4)\n",
    "        \n",
    "        logo_file4 = r\"D:\\back-icon-png-15.jpg\"\n",
    "        logo_image4 = Image.open(logo_file4)\n",
    "        logo_photo4 = ImageTk.PhotoImage(logo_image4, master=window4)\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(window4)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(window4)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "\n",
    "        # Create a label to hold the icon image\n",
    "        logo_label1 = tk.Button(window4,image= logo_photo , command=lambda: quad_window(),border=0)\n",
    "        logo_label1.place(x=400, y=300)\n",
    "        \n",
    "        logo_label2 = tk.Button(window4,image= logo_photo2,command=lambda: quad_window2(),border=0)\n",
    "        logo_label2.place(x=700, y=300)\n",
    "        \n",
    "        logo_label3 = tk.Button(window4,image= logo_photo3,command=lambda: quad_window3(),border=0)\n",
    "        logo_label3.place(x=1000, y=300)\n",
    "        \n",
    "        logo_label4 = tk.Button(window4,image= logo_photo4,border=0 ,command=window4.destroy,height=200,width=200)\n",
    "        logo_label4.place(x=100, y=300)\n",
    "        \n",
    "        window4.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def pose_estimation_window5(file):\n",
    "        global hex_color\n",
    "\n",
    "        window5 = tk.Toplevel(window)\n",
    "        window5.title(\"SMART GYM\")\n",
    "        window5.geometry(\"1940x1080+0+0\")\n",
    "        \n",
    "        logo_file = r\"D:\\level-1.png\"\n",
    "        logo_image = Image.open(logo_file)\n",
    "        logo_photo = ImageTk.PhotoImage(logo_image, master=window5)\n",
    "        \n",
    "        logo_file2 = r\"D:\\level-2-icon.png\"\n",
    "        logo_image2 = Image.open(logo_file2)\n",
    "        logo_photo2 = ImageTk.PhotoImage(logo_image2, master=window5)\n",
    "\n",
    "        logo_file3 = r\"D:\\level-icon-15.jpg\"\n",
    "        logo_image3 = Image.open(logo_file3)\n",
    "        logo_photo3 = ImageTk.PhotoImage(logo_image3, master=window5)\n",
    "        \n",
    "        logo_file4 = r\"D:\\back-icon-png-15.jpg\"\n",
    "        logo_image4 = Image.open(logo_file4)\n",
    "        logo_photo4 = ImageTk.PhotoImage(logo_image4, master=window5)\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(window5)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(window5)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "\n",
    "        # Create a label to hold the icon image\n",
    "        logo_label1 = tk.Button(window5,image= logo_photo , command=lambda:hamstring_window(),border=0)\n",
    "        logo_label1.place(x=400, y=300)\n",
    "    \n",
    "        \n",
    "        logo_label4 = tk.Button(window5,image= logo_photo4,border=0 ,command=window5.destroy,height=200,width=200)\n",
    "        logo_label4.place(x=100, y=300)\n",
    "        \n",
    "        window5.mainloop()\n",
    "    \n",
    "     ########\n",
    "    def biceps_window1():\n",
    "        global hex_color\n",
    "        bi_window = tk.Toplevel(window)\n",
    "        bi_window.title(\"SMART GYM\")\n",
    "        bi_window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(bi_window)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(bi_window)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        biceps = tk.Button(bi_window,width=500,height=400,border=0)\n",
    "        biceps.place(x=500, y=200)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=bi_window)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=bi_window)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\biceps.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                biceps.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = bi_window.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            bi_window.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(bi_window,image=back_img,border=0 ,command=bi_window.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(bi_window,image=front_img,border=0 ,command=lambda:[destroy(),start_window(\"Biceps\",\"Beginner\",\"Biceps Beg\")],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        bi_window.mainloop()\n",
    "        \n",
    "    ########\n",
    "     ########\n",
    "    def biceps_window2():\n",
    "        global hex_color\n",
    "        bi_window2 = tk.Toplevel(window)\n",
    "        bi_window2.title(\"SMART GYM\")\n",
    "        bi_window2.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(bi_window2)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(bi_window2)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        biceps = tk.Button(bi_window2,width=500,height=600,border=0)\n",
    "        biceps.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=bi_window2)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=bi_window2)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧٢١١٥.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                biceps.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = bi_window2.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            bi_window2.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(bi_window2,image=back_img,border=0 ,command=bi_window2.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(bi_window2,image=front_img,border=0 ,command=lambda:[destroy(),start_window(\"Biceps\",'Intermediate','Biceps Int')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        bi_window2.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def biceps_window3():\n",
    "        global hex_color\n",
    "        bi_window3 = tk.Toplevel(window)\n",
    "        bi_window3.title(\"SMART GYM\")\n",
    "        bi_window3.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(bi_window3)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(bi_window3)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        biceps = tk.Button(bi_window3,width=500,height=600,border=0)\n",
    "        biceps.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=bi_window3)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=bi_window3)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧١٩٥١.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                biceps.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = bi_window3.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            bi_window3.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(bi_window3,image=back_img,border=0 ,command=bi_window3.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(bi_window3,image=front_img,border=0 ,command=lambda:[destroy(),start_window(\"Biceps\",'Advanced','Biceps Adv')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        bi_window3.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def elbow_window():\n",
    "        global hex_color\n",
    "        el_window = tk.Toplevel(window)\n",
    "        el_window.title(\"SMART GYM\")\n",
    "        el_window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(el_window)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(el_window)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        elbow = tk.Button(el_window,width=500,height=600,border=0)\n",
    "        elbow.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=el_window)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=el_window)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧٢١٣١.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                elbow.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = el_window.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            el_window.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(el_window,image=back_img,border=0 ,command=el_window.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(el_window,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Shoulder','Beginner','Elbow Beg')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        el_window.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def elbow_window2():\n",
    "        global hex_color\n",
    "        el_window2 = tk.Toplevel(window)\n",
    "        el_window2.title(\"SMART GYM\")\n",
    "        el_window2.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(el_window2)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(el_window2)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        elbow = tk.Button(el_window2,width=500,height=600,border=0)\n",
    "        elbow.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=el_window2)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=el_window2)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧٢١٤٧.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                elbow.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = el_window2.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            el_window.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(el_window2,image=back_img,border=0 ,command=el_window2.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(el_window2,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Shoulder','Intermediate','Elbow Int')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        el_window2.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def quad_window():\n",
    "        global hex_color\n",
    "        q_window = tk.Toplevel(window)\n",
    "        q_window.title(\"SMART GYM\")\n",
    "        q_window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(q_window)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(q_window)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        quad = tk.Button(q_window,width=500,height=600,border=0)\n",
    "        quad.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=q_window)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=q_window)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧٢٠١٠.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                quad.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = q_window.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            q_window.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(q_window,image=back_img,border=0 ,command=q_window.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(q_window,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Quad','Beginner','Split Squat Contralateral Load')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        q_window.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def quad_window2():\n",
    "        global hex_color\n",
    "        q_window2 = tk.Toplevel(window)\n",
    "        q_window2.title(\"SMART GYM\")\n",
    "        q_window2.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(q_window2)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(q_window2)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        quad = tk.Button(q_window2,width=500,height=600,border=0)\n",
    "        quad.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=q_window2)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=q_window2)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧٢٠٤٢.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                quad.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = q_window2.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            q_window2.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(q_window2,image=back_img,border=0 ,command=q_window2.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(q_window2,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Quad','Intermediate','Dumbbell Reverse Lunge Intermediate')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        q_window2.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def quad_window3():\n",
    "        global hex_color\n",
    "        q_window3 = tk.Toplevel(window)\n",
    "        q_window3.title(\"SMART GYM\")\n",
    "        q_window3.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(q_window3)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(q_window3)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        quad = tk.Button(q_window3,width=500,height=600,border=0)\n",
    "        quad.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=q_window3)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=q_window3)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧١٩٠٥.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                quad.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = q_window3.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            q_window3.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(q_window3,image=back_img,border=0 ,command=q_window3.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(q_window3,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Quad','Advanced','Prisoner Squat')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        q_window3.mainloop()\n",
    "        \n",
    "    ########\n",
    "    ########\n",
    "    def hamstring_window():\n",
    "        global hex_color\n",
    "        h_window = tk.Toplevel(window)\n",
    "        h_window.title(\"SMART GYM\")\n",
    "        h_window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(h_window)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(h_window)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        hamstring = tk.Button(h_window,width=500,height=600,border=0)\n",
    "        hamstring.place(x=500, y=100)\n",
    "        \n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=h_window)\n",
    "        \n",
    "        front_img = r\"D:\\front1.jpg\"\n",
    "        front_img = Image.open(front_img)\n",
    "        front_img = ImageTk.PhotoImage(front_img, master=h_window)\n",
    "\n",
    "        #biceps animation\n",
    "        file=r\"D:\\٢٠٢٣٠٦١١_١٧١٩٢٩.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count,x):\n",
    "            global anim\n",
    "            if count < frames:\n",
    "                im2 = im[count]\n",
    "                hamstring.configure(image=im2)\n",
    "                count += 1\n",
    "                time.sleep(0.38)\n",
    "            elif count == frames:\n",
    "                count=0\n",
    "            anim = h_window.after(6,lambda :animation(count,x))\n",
    "            \n",
    "        def destroy():\n",
    "            h_window.destroy() \n",
    "\n",
    "        animation(0,1)\n",
    "        back = tk.Button(h_window,image=back_img,border=0 ,command=h_window.destroy,height=200,width=200)\n",
    "        back.place(x=200, y=300)\n",
    "        front = tk.Button(h_window,image=front_img,border=0 ,command=lambda:[destroy(),start_window('Hamstring','Beginner','Kettlebell Swing')],height=200,width=200)\n",
    "        front.place(x=1000, y=300)\n",
    "        h_window.mainloop()\n",
    "        \n",
    "    ########\n",
    "      ########\n",
    "    def start_window(EXS, level, EXSType):\n",
    "        global hex_color, voice_type\n",
    "        path_v,voice_type = \"\", \"\"\n",
    "       \n",
    "        start_window = tk.Toplevel(window)\n",
    "        start_window.title(\"SMART GYM\")\n",
    "        start_window.geometry(\"1940x1080+0+0\")\n",
    "\n",
    "        # Create a style object to customize ttk widgets\n",
    "        style = ttk.Style(start_window)\n",
    "        style.theme_use(\"clam\")  # Use a modern-looking theme\n",
    "\n",
    "        # Create a frame to hold the title label\n",
    "        title_frame = ttk.Frame(start_window)\n",
    "        title_frame.pack(fill=\"x\", pady=20)\n",
    "\n",
    "        title_label = ttk.Label(\n",
    "            title_frame,\n",
    "            text=\"SMART GYM\",\n",
    "            font=('Times New Roman', 30, 'bold'),\n",
    "            foreground=\"white\",\n",
    "            padding=(20, 15),\n",
    "            background=hex_color).pack(fill='x')\n",
    "        \n",
    "        # Path\n",
    "        path_frame = ttk.Frame(start_window)\n",
    "        path_frame.pack(pady=10)\n",
    "\n",
    "        path_label = ttk.Label(path_frame, text=\"Path\", font=('Helvetica', 15))\n",
    "        path_label.pack(side=\"left\", padx=10)\n",
    "\n",
    "        path_entry = ttk.Entry(path_frame, width=30, font=('Helvetica', 15))\n",
    "        path_entry.pack(side=\"left\", padx=10)\n",
    "        \n",
    "         # Voice Type\n",
    "        voice_frame = ttk.Frame(start_window)\n",
    "        voice_frame.pack(pady=10)\n",
    "\n",
    "        voice_label = ttk.Label(voice_frame, text=\"Voice\", font=('Helvetica', 15))\n",
    "        voice_label.pack(side=\"left\", padx=10)\n",
    "\n",
    "        voice_entry = ttk.Entry(voice_frame, width=30, font=('Helvetica', 15))\n",
    "        voice_entry.pack(side=\"left\", padx=10)\n",
    "        \n",
    "        #count down label\n",
    "        gif_label = tk.Label(start_window,border=0)\n",
    "        gif_label.place(x=450, y=100)\n",
    "        \n",
    "        #start button\n",
    "        start_img = r\"D:\\5200000.png\"\n",
    "        start_img = Image.open(start_img)\n",
    "        start_img = ImageTk.PhotoImage(start_img, master=start_window)\n",
    "        \n",
    "        #back icon\n",
    "        back_img = r\"D:\\back-icon-png-15.jpg\"\n",
    "        back_img = Image.open(back_img)\n",
    "        back_img = ImageTk.PhotoImage(back_img, master=start_window)\n",
    "        \n",
    "        \n",
    "\n",
    "        def get_path():\n",
    "            path_v = path_entry.get()\n",
    "            return path_v\n",
    "        \n",
    "        def get_voice():\n",
    "            voice_type = voice_entry.get()\n",
    "            return voice_type\n",
    "\n",
    "        #count down animation\n",
    "        file=r\"D:\\countdown.gif\"\n",
    "        info = Image.open(file)\n",
    "        frames = info.n_frames  # gives total number of frames that gif contains\n",
    "\n",
    "        # creating list of PhotoImage objects for each frames\n",
    "        im = [tk.PhotoImage(file=file,format=f\"gif -index {i}\") for i in range(frames)]\n",
    "\n",
    "        count1 = 0\n",
    "        anim = None\n",
    "        global x\n",
    "        x=0\n",
    "        #display animation frames\n",
    "        def animation(count1,x,path_v,level,EXS,EXSType,voice_type):\n",
    "            global anim\n",
    "            if count1 < frames:\n",
    "                im2 = im[count1]\n",
    "                gif_label.configure(image=im2)\n",
    "                count1 += 1\n",
    "                time.sleep(0.38)\n",
    "            anim = start_window.after(6,lambda :animation(count1,x,int(path_v),level,EXS,EXSType,voice_type))\n",
    "            if count1 == frames and x<1:\n",
    "                time.sleep(0.60)\n",
    "                pose_estimation_video(int(path_v),EXS,level,EXSType,int(voice_type))\n",
    "                x +=1\n",
    "\n",
    "        #animation(0,1,get_path(),level,EXS,EXSType,get_voice())\n",
    "        \n",
    "         # Create a label to hold the logo image\n",
    "        start = tk.Button(start_window,image= start_img,command=lambda:animation(1,0,get_path(),level,EXS,EXSType,get_voice()),border=0)\n",
    "        start.place(x=900, y=500)\n",
    "        \n",
    "        #back button\n",
    "        back = tk.Button(start_window,image=back_img,border=0 ,command=start_window.destroy,height=200,width=200)\n",
    "        back.place(x=300, y=500)\n",
    "        \n",
    "        start_window.mainloop()\n",
    "        \n",
    "        \n",
    "    ########\n",
    "    \n",
    "    #recognition dataset\n",
    "    dataset_button = ttk.Button(window, text=\"Dataset\", command=rec.createDataset ,  width=30)\n",
    "    dataset_button.place(x=250, y=300)\n",
    "    \n",
    "    #recognition training\n",
    "    train_button = ttk.Button(window, text=\"Training\", command=rec.TrainImages ,  width=30)\n",
    "    train_button.place(x=250, y=350)\n",
    "\n",
    "    #recognition testing\n",
    "    test_button = ttk.Button(window, text=\"Testing\", command=lambda: rec.test(rec.name(), tts) ,  width=30)\n",
    "    test_button.place(x=250, y=400)\n",
    "\n",
    "    #pose estimation\n",
    "    continue_button = ttk.Button(window, text=\"Continue\", command=lambda: pose_estimation_window1(file) ,  width=30)\n",
    "    continue_button.place(x=250, y=450)\n",
    "\n",
    "    quit_button = ttk.Button(window, text=\"Quit\", command=window.destroy ,  width=30)\n",
    "    quit_button.place(x=250, y=500)\n",
    "\n",
    "    window.mainloop()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "702c107d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "17\n",
      "0\n",
      "[      693.5         326     0.98877         731      286.75     0.99658         699      284.25     0.33667       861.5       314.5     0.97314       732.5      299.75     0.20178         965       497.5     0.36426         675      465.75     0.81982         939       702.5    0.018478       578.5       712.5\n",
      "     0.22559         854         662    0.027115       695.5       677.5     0.18506         901         713   0.0091629       717.5       703.5    0.023605       810.5         629   0.0039291         682         634   0.0084152         776         632    0.004364         706         636   0.0070381]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        493         369     0.99609         525         349     0.99658       456.5         353     0.99658         569         378     0.91602      416.75      384.25     0.79346         657       478.5     0.88574       370.5         514      0.9209       768.5         617     0.27563      370.25         691\n",
      "     0.43384         757         647     0.19873         418         708     0.32251       654.5       732.5     0.10468      462.75       742.5     0.12512         681       681.5    0.013168       467.5       702.5    0.017242         649         676   0.0088806         483         698    0.010651]\n",
      "17\n",
      "0\n",
      "[      354.5      227.75    0.029144      399.75      192.62    0.023422      312.75      195.75    0.027328         508      173.75    0.028214      243.38         116   0.0068512         732      164.75     0.14954       162.5      163.62    0.030563         766       528.5     0.24524      216.62         543\n",
      "    0.030106         844         643     0.36475         589       661.5    0.075867       662.5       584.5    0.065613      223.38       570.5    0.029205         476         591    0.011871      243.88         620    0.005867       621.5       613.5   0.0053864         346       601.5   0.0034561]\n",
      "17\n",
      "0\n",
      "[       68.5      316.25     0.93799          92      210.12     0.98779        23.5      282.25     0.49243      268.75      124.75     0.91357         100       267.5    0.029373       494.5       231.5     0.90283       398.5      332.75     0.76709      355.75         638     0.63721      390.75         643\n",
      "     0.31641       487.5         650     0.59082       473.5         628     0.37451         866       554.5     0.11597         794         612     0.10144         586         599     0.03038       468.5       639.5    0.020569         748         602    0.008255         591         622    0.007122]\n",
      "17\n",
      "0\n",
      "[      450.5       72.75   0.0071487      500.25          59   0.0049248         410       54.25   0.0061913         586          50   0.0075493      374.75          33   0.0048485       702.5       54.75     0.26172         260        38.5      0.3252         754       309.5     0.84717      151.75      216.75\n",
      "     0.86035         791         600     0.87695        48.5      449.75     0.88916         632       613.5     0.74756      316.75       613.5      0.7832         653       656.5    0.023148       328.5       684.5    0.025757         682         667   0.0037498         359       674.5   0.0039749]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      551.5       287.5     0.99756         578      270.25     0.99609       525.5       262.5     0.99365         603         291     0.80762         476       270.5     0.83545         660      433.25     0.96973         395      426.25     0.96875         699         636     0.81055       349.5         632\n",
      "     0.81836         580         736     0.74023      465.75         736     0.75146         606       732.5     0.45068       426.5       729.5     0.44629       603.5         714    0.038025         406         715     0.03775       573.5       712.5    0.013123      467.75         709    0.012825]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        525         315     0.99756         554       294.5     0.99707         496      293.25     0.99463         591      316.25     0.94775      459.75      310.25     0.79639         664      465.25     0.94922         389      457.25     0.95703       717.5         682     0.52002       321.5         674\n",
      "     0.60596         715         734     0.38281         319         739     0.44824         609         737     0.14929       423.5         734     0.16455         588         689    0.015541         421       695.5    0.017181         567         692    0.008812      472.25         691   0.0093002]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        528      318.75     0.99756         558      297.25     0.99707      498.75      295.25     0.99463         594      317.75     0.94189       462.5      310.25     0.79834         664         466     0.94922      389.75      459.25     0.95605         719         685     0.51904         322         681\n",
      "      0.5874         715         731     0.38599      322.25         736      0.4353         610         737     0.14392       424.5       734.5     0.15613       590.5         689    0.015305         423       696.5    0.016663       568.5         691   0.0087128      473.75         690   0.0091248]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      527.5         310     0.99805         557      289.25     0.99756       498.5      287.25     0.99561         592      312.75     0.93799      461.25         308     0.69238         667         451     0.95947         393      444.25     0.95801       738.5         669      0.7915       308.5         654\n",
      "     0.78906         749      500.75     0.83301      290.25       478.5     0.82715         617       742.5     0.29443       419.5       739.5     0.29248         616       701.5    0.026917      431.25       704.5    0.026855       583.5         685    0.010902         475         682    0.010818]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      529.5      315.75     0.99756         559         295     0.99707      500.25      292.75     0.99512         594         318     0.93408      463.75      312.25     0.69531         656       443.5      0.9585      392.75       440.5     0.95654         722       666.5     0.79688       311.5         649\n",
      "     0.78955         717      469.25     0.84033      319.75         447     0.83252       613.5         738     0.31689         420       735.5     0.31348         605         699    0.032043       434.5         701    0.031494         575         683    0.012627         472         679    0.012383]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        532      316.25     0.99756       561.5      295.25     0.99658         503         293     0.99463         596         316     0.93066         466      310.75     0.69824         657      442.75     0.95801       394.5         439     0.95703         724       664.5     0.79541         313         649\n",
      "     0.79346       715.5         461     0.83984       320.5      446.75     0.83545       616.5         738     0.31934         422         736     0.31836         612       698.5    0.032288         442         703    0.032227         580       682.5    0.012672      475.25         680    0.012527]\n",
      "17\n",
      "0\n",
      "[        797      64.125   0.0090561         858          43   0.0022335         743          36   0.0050621         929          46   0.0019341         642       12.25    0.095032         950       166.5    0.046021         420      91.375     0.63867         890         641    0.011292       395.5         668\n",
      "     0.54541         888       716.5   0.0092316       532.5         752     0.27393         898         706    0.019867         573       716.5    0.088013         744         656   0.0019264      465.75         708   0.0069847         663         661   0.0014725       550.5         689    0.003088]\n",
      "17\n",
      "0\n",
      "[        883      431.75      0.7085       906.5       398.5      0.5708         882      398.75     0.14734         972       405.5     0.11841         893      405.75     0.11536         960         560    0.068787         931         560     0.63525       931.5         691    0.015076         863       668.5\n",
      "     0.50195       918.5         740    0.047791         721       701.5     0.58008         926       712.5    0.010857         901         709    0.048309         893       677.5   0.0054893       839.5         680    0.018265         849         692   0.0044518       802.5         692   0.0095215]\n",
      "17\n",
      "0\n",
      "[      403.5       373.5     0.98193      428.25         331      0.3938       397.5         300     0.99707       414.5       298.5   0.0032978       283.5      211.75     0.90381      261.75      454.75     0.75732      60.375      268.25     0.67627       194.5         683     0.12036       7.875       611.5\n",
      "     0.11841       208.5         699    0.089905      38.875         696     0.10486      118.75         675    0.023514      -21.75         648    0.019867       235.5       640.5   0.0069313       146.5       658.5   0.0065384       250.5       656.5   0.0047722       156.5       673.5   0.0041656]\n",
      "1\n",
      "[        950          92   0.0059128       950.5          73   0.0021248       949.5        75.5   0.0046463         962        69.5   0.0050392         954        64.5    0.062683         958       151.5     0.16235       954.5         154     0.30786       906.5      322.75    0.075562         904      317.25\n",
      "     0.20117         961         279    0.059204         970       308.5     0.10175       952.5         596     0.13245         950         602     0.19006         936         678    0.011826       936.5         686    0.016464         931         704   0.0067711       932.5         707   0.0084763]\n",
      "17\n",
      "0\n",
      "[        719      251.12     0.98291         788       179.5     0.76953         662      102.38     0.96191         816      202.25   0.0079041         399          32     0.85889       677.5       378.5     0.73096      118.75         250     0.48584       596.5         685     0.19849      105.25         609\n",
      "    0.044342         497         735     0.22266         139         730    0.078613         496         656    0.021622      153.75       646.5    0.012482       612.5       578.5   0.0084152       403.5         606   0.0056419         544         652   0.0064392         378       646.5   0.0047188]\n",
      "1\n",
      "[        954      193.62   0.0059357       953.5      173.38   0.0033112         953         176   0.0065651         965      163.38   0.0056648         956      183.88    0.033203       959.5      258.75    0.087402       959.5      260.25     0.12177         885         291     0.14355         889         300\n",
      "     0.24658       946.5       161.5     0.18701       951.5      172.88     0.25415       949.5         648     0.11877         946       651.5     0.13916         934         681    0.014786       929.5       687.5    0.016525         923         697   0.0072594       922.5         700   0.0077858]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      404.5       358.5     0.99854       435.5      341.75     0.99902      381.25       334.5     0.99512         470       372.5     0.98291         346       358.5     0.73975         524       499.5     0.94336      279.25       472.5     0.96631         600         684     0.61768      177.25         585\n",
      "      0.8125         568       728.5     0.57275      126.88       610.5     0.74902       414.5         737     0.27563         241         721     0.33252      348.25         707    0.026703      143.25         706    0.031738      348.25         697    0.012482      215.75         688    0.013275]\n",
      "1\n",
      "[      958.5      164.38     0.67334         973      128.75     0.23584         946      125.62     0.58643         985       149.5    0.024048       917.5      151.62      0.6123         945       371.5     0.13403       934.5      378.25     0.69727       922.5         637    0.012672         920       639.5\n",
      "     0.31763       914.5         668    0.013794         897         700     0.13916       938.5       717.5   0.0074615         932         721    0.030106       933.5         573   0.0032864       928.5         581    0.011734         923         653   0.0033112         919         653   0.0080643]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      316.5      330.75     0.99756      349.75         309     0.99805      288.75       306.5     0.99414         393       336.5     0.98291      250.38      335.25     0.76367      458.75       486.5     0.94434         175       482.5     0.95264      505.75         701      0.5083          86       697.5\n",
      "     0.53613      376.25         740     0.42139      106.75         728     0.42236      386.25         741     0.11499      200.62       737.5     0.12213       353.5         683    0.014175      171.62         691    0.014503       304.5       679.5    0.008812      227.38         680   0.0088501]\n",
      "1\n",
      "[        954      175.88     0.86719       972.5      142.62     0.49365         930      142.12     0.88672         996      161.62    0.019119         901      165.75      0.6626       942.5         366     0.15381         921       380.5     0.83789         932         624    0.013954         919       632.5\n",
      "     0.57227         898       666.5    0.020645         879       668.5     0.35303       948.5         714    0.011375       934.5         720    0.065613       934.5         613      0.0042       924.5         617    0.021011       924.5         655   0.0040245         915       656.5    0.012573]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[     317.25      330.25     0.99707       351.5       309.5     0.99609         290         307     0.99365         398         334     0.96875       251.5         334     0.59619       478.5         477     0.95117       178.5         476     0.94287         609         635     0.76172          28         642\n",
      "     0.72656         539       433.5     0.84814      96.375         429     0.81934         407         749     0.21802      185.38       743.5     0.20789       389.5         680    0.023422      126.38         690    0.021118       367.5         663     0.01107       211.5       670.5   0.0098572]\n",
      "1\n",
      "[      954.5       173.5     0.60645         969      141.62     0.14465         929      142.88     0.79053         985       157.5   0.0057755       901.5      168.25     0.48169         952      363.75     0.26514       917.5      374.75     0.76221       932.5         610    0.033966         913         617\n",
      "     0.43213         913         658    0.033325         894         682     0.27979       949.5         709    0.031616         932         718    0.088684       949.5       622.5   0.0077858         922         628    0.019058       937.5         663   0.0064621       910.5         674    0.011292]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        323       334.5     0.99707      357.75         314     0.99707         296      310.75     0.99414         403       340.5     0.97412      257.75       338.5     0.61182       481.5       478.5     0.95117      184.38         475     0.94385         608         634     0.76855       28.75         641\n",
      "     0.73926         541         428     0.85303      113.75       426.5     0.82959         408       748.5     0.23059      188.88         743     0.22107         392         680     0.02475       133.5         689    0.022629      367.25         661    0.011597      215.38         666     0.01049]\n",
      "1\n",
      "[        950      170.25     0.71875         968         139     0.23682       921.5      140.38     0.84375         987      156.62    0.007637         894       167.5     0.51562         953      363.25     0.28247       912.5         374     0.78564         934       606.5    0.033325         904         615\n",
      "     0.44263       915.5         661    0.031311       890.5         684     0.27612       951.5       711.5    0.033966         930       720.5    0.096863         949         626   0.0081253         918       632.5    0.020172         938       667.5   0.0066414       907.5         678    0.011688]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        322       335.5     0.99658         356      313.75     0.99756       293.5         311     0.99219         400      339.75     0.98291      255.62      338.75     0.65234       476.5      478.25     0.94336      179.12       475.5      0.9541         561       649.5     0.72021      27.625       648.5\n",
      "     0.77734         533       430.5     0.81494         117      427.25     0.84619      404.75       747.5     0.23059      187.38         743     0.24377         379         682    0.025375      99.625         698    0.026459         325         663     0.01178      180.25         684    0.011597]\n",
      "1\n",
      "[        964       118.5     0.65576         967          93    0.034546         945       99.25      0.6167         961         112   0.0042648         914      128.25     0.34351         954         329     0.12598         926      348.75     0.85498       938.5       602.5    0.029312         898         610\n",
      "     0.81348       908.5         645     0.07019       681.5         644     0.78564         937       708.5    0.025558         900       712.5     0.13501         888       680.5   0.0047913         800         676    0.019501       813.5       652.5    0.003088         729       651.5   0.0072327]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[     321.75      335.75     0.99707         355      314.25     0.99805       293.5      312.25     0.99316       398.5       344.5     0.98926         256      341.75     0.66406      467.25       477.5     0.94287      183.75       477.5     0.95605         544         658     0.72412       58.25       657.5\n",
      "     0.78564       517.5         435     0.81689      130.75       433.5     0.85059      408.75         744     0.23376      198.88         741        0.25      391.75       683.5    0.026108      141.25         693    0.028015       326.5         664    0.012192      201.12         676    0.012482]\n",
      "1\n",
      "[        966      128.38     0.43335         967        92.5    0.067566       948.5       96.25     0.35791         960         108    0.028809         919         130     0.50879         952      342.75    0.091248       939.5       357.5     0.56006         928       609.5    0.016586       922.5         613\n",
      "     0.35327       898.5       668.5    0.023148       890.5       680.5     0.21765         940       706.5    0.009819         933         713    0.037201       931.5         594      0.0042       926.5         603    0.014229       916.5         664   0.0035248         910         665   0.0082169]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[     322.75      337.75     0.99658       356.5       316.5     0.99756         295       313.5     0.99219       400.5         343     0.98438       256.5       341.5     0.63525      468.75         477     0.94531         190         479     0.95801         543       656.5     0.76416        67.5       659.5\n",
      "     0.81445         518         433     0.85107      134.62      434.25       0.875         412         746      0.2832      205.12       743.5     0.30078         397         691    0.030792      101.38         707    0.032227         329       665.5    0.012825      178.62         687    0.012726]\n",
      "1\n",
      "[        966         125     0.42383       966.5          90    0.058899         949          95     0.35254       957.5       105.5    0.029709         921       128.5     0.52393         952      343.25    0.098572       940.5       357.5     0.58936         928         610    0.015305       921.5       616.5\n",
      "     0.33374         909         675    0.018341       902.5         695     0.17297         938         705   0.0093384       931.5       711.5    0.035553         933       587.5   0.0040398         928         597    0.013794         918       670.5   0.0034161         914         672   0.0080032]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        323      338.75     0.99658       356.5       317.5     0.99756         295         315      0.9917         401       341.5     0.98291      257.25       341.5     0.63574       468.5      479.25     0.94434         190         478     0.95703       542.5       658.5     0.74951      65.875         662\n",
      "     0.80518         518         434     0.84082      135.12       434.5     0.86914       407.5       745.5     0.26099      201.12         742     0.27808       391.5         688    0.028702       108.5         703    0.030334         328         668    0.012337      181.88         688    0.012337]\n",
      "1\n",
      "[      966.5         120     0.26221       966.5       96.25    0.017181         951      96.625     0.37622         955      118.12   0.0045395       920.5       129.5     0.48315       950.5         342     0.22778       939.5      356.75     0.75977       930.5         610    0.028336         919         625\n",
      "     0.46045       911.5         670    0.026917       898.5         689     0.28418         937         696    0.027069       934.5         706    0.084778         937         630    0.006588         926         635    0.017853       924.5         675   0.0054054       910.5         679     0.01001]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[        319       358.5     0.99805      343.25       335.5     0.99365      284.25         330     0.99707      367.75       361.5     0.44336      224.62      358.25      0.8418       435.5       498.5     0.93994      154.12         511     0.93701       501.5         708     0.45679       62.75         713\n",
      "     0.42944      357.25         731     0.38086      85.625       720.5      0.3479         373         743    0.096375       185.5       742.5    0.095337         337         687    0.014061      173.25       692.5    0.013634      291.75       681.5   0.0090866       217.5         678   0.0087814]\n",
      "1\n",
      "[        842      158.75     0.99414         870      112.75     0.97412         830      129.62     0.93359         959        96.5     0.42041       834.5      133.62     0.14954       968.5         308     0.27661         898      332.75     0.88281       931.5         567     0.05072         821         542\n",
      "     0.78223       924.5         540     0.11597         762      360.25     0.81104         952       704.5    0.054901         894         703     0.20728       884.5       656.5   0.0085754         834       651.5    0.026962         892         658   0.0046806       848.5       649.5   0.0096359]\n",
      "17\n",
      "len1\n",
      "0\n",
      "[      329.5       356.5     0.99756         362      335.25     0.99756      301.25      332.25     0.99561         402       361.5      0.9668       264.5      359.75     0.66309         459      488.75     0.95312       203.5         496     0.95166       529.5         687     0.77246      107.25         710\n",
      "     0.75684         502      477.25     0.84668         154         495     0.83252      420.75         747     0.25171      232.38         748     0.24805      425.75       696.5    0.029816         202         702    0.028656      377.25         673    0.013023         272         675    0.012527]\n",
      "1\n",
      "[      966.5         110     0.49536       966.5      88.125    0.020294         949      90.875     0.59717       954.5      105.38   0.0036354         918      121.88     0.41748         955      330.75     0.14709       937.5         344       0.854       940.5         565    0.026459         904         541\n",
      "     0.81543         878         666    0.050507         810       414.5     0.80518         940       701.5    0.036224       919.5         703     0.18506       901.5       671.5   0.0052414       862.5       670.5    0.022461         904       670.5   0.0032597         869         668   0.0079041]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[     334.25      374.75     0.99756       357.5      353.25     0.99072       301.5         346     0.99707       378.5         371     0.19397      231.75       363.5     0.84424       431.5         499     0.94238      157.62       513.5     0.93799      476.75         708     0.50488       66.25       712.5\n",
      "     0.45996       313.5       741.5     0.41699       68.25       725.5     0.36743         366       746.5     0.10779      181.38         746     0.10577      328.75         692    0.014503      160.25         695    0.013634      280.75         687   0.0090179      199.12         682   0.0085144]\n",
      "1\n",
      "[      633.5      352.75     0.99707         666      331.75     0.99756       603.5         330     0.99561       706.5         350     0.94824       570.5         347     0.73975       802.5         461      0.9248         517       481.5     0.87646         924       544.5     0.44702       473.5         649\n",
      "     0.25293         927         561     0.31934       525.5         718     0.18188       770.5         732     0.14124       587.5       736.5     0.11163         784         681    0.016464       628.5         696    0.014229         738         690    0.010368       645.5       692.5   0.0096359]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[      697.5       340.5     0.99756       732.5       321.5     0.99756         665       319.5     0.99609       774.5         352      0.9502         628      348.25     0.74512         864         515     0.90967         562       492.5     0.89404       904.5       720.5     0.24939       539.5         690\n",
      "     0.23596       828.5         691     0.17383       580.5         731     0.16479         791         740    0.049591         610         733    0.048859         779       675.5   0.0097809         655         682     0.01001       751.5         684   0.0080032         691         685   0.0080338]\n",
      "1\n",
      "[        329       366.5     0.99756      359.75       344.5     0.99805      298.75      339.25     0.99561         394      366.25     0.92236      249.25      359.75     0.79785         451         506     0.93701      176.38         507     0.94531         489       715.5     0.45532      81.375         710\n",
      "     0.48853       334.5         736     0.37793          89         725     0.38184       369.5         744     0.09967         187         741     0.10614         328         688    0.013634      156.38         695    0.013794       291.5         684   0.0086746      210.12         684   0.0085754]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[        685         360     0.99805         720      335.75     0.99854       652.5         335     0.99658       764.5       362.5     0.96582         619      357.75     0.73389       855.5       508.5     0.92139       562.5         497      0.9082         904         717     0.32202         557       698.5\n",
      "     0.30518       871.5         707     0.22888       584.5       724.5       0.224         802         739    0.065735         623         735    0.064392         802       680.5    0.011032       661.5         689    0.011292         775       685.5   0.0081253       696.5       685.5    0.008255]\n",
      "1\n",
      "[     329.25      368.75     0.99756         360      345.25     0.99756       298.5         341     0.99561       394.5      364.75     0.91455      249.25      360.75     0.78711      451.75       505.5      0.9375      178.88      506.75     0.95361       491.5         717     0.46533      84.875       706.5\n",
      "     0.58203         338         731     0.39819      70.125         734     0.46606         366         744     0.11633      184.12         740     0.13342      303.25         694    0.015015       109.5         706    0.015961       280.5       690.5   0.0088501      176.75         697   0.0088501]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[        684      362.25     0.99805       719.5         338     0.99854         652       336.5     0.99658         764       365.5     0.96436         619      361.25     0.72754         853       509.5     0.91699         559      498.25       0.896         905       719.5     0.29785       545.5         702\n",
      "     0.25732       849.5       691.5     0.21606         589         724      0.1925       797.5         739      0.0578       618.5         735     0.05481         793         678    0.010696         661         687    0.010529       768.5       683.5   0.0081558       694.5         685   0.0080643]\n",
      "1\n",
      "[        333       369.5     0.99756      362.75         346     0.99756         302      340.75     0.99609      394.25       367.5     0.88184      250.62       362.5     0.81152      451.75      505.25     0.93652      178.25       507.5     0.94238      492.25       715.5     0.45093       83.25       710.5\n",
      "     0.46729       330.5       732.5     0.37378      104.75       724.5      0.3667         371         743    0.099304      189.38         740     0.10376      337.75         688    0.013847      168.25         695    0.013901      297.75       684.5   0.0088501         217         683   0.0087128]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[        683      363.25     0.99805         718      337.75     0.99854       650.5         338     0.99707       763.5         362     0.95801       618.5       363.5     0.72363         855      509.75     0.91895       561.5         497     0.90332       895.5         719     0.30981         559         701\n",
      "     0.27979         851         712     0.21301       588.5         730     0.19836       801.5         740     0.06311       623.5         736    0.061432         797         681    0.010902         663         690    0.010986         772         687   0.0081253         696         688   0.0081253]\n",
      "1\n",
      "[     330.75       370.5     0.99805      360.25      347.25     0.99805      299.25      342.25     0.99609         392       371.5     0.90723       249.5      363.75     0.80811         453         506      0.9375      176.25       508.5     0.94287       491.5         717     0.45728      83.125         712\n",
      "     0.46851       328.5         736     0.37842      108.75       727.5     0.36768         375         745     0.10052         192         742     0.10468       340.5         690    0.013847       167.5         696    0.013901         299         685    0.008812       217.5         684   0.0086746]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[        682      364.75     0.99805         717         340     0.99854       650.5      339.25     0.99658         763       365.5     0.96777         617      360.75     0.72949         852         509     0.92139         560         497     0.90869         899       717.5     0.32495         558         699\n",
      "     0.31079         864         709     0.22949         588       724.5     0.22778         799         739    0.067566         622       735.5    0.066467       798.5         681    0.011246       659.5         690    0.011551         775         686   0.0082169       694.5         687   0.0083466]\n",
      "1\n",
      "[     328.25         369     0.99756       358.5       346.5     0.99756      296.75       342.5     0.99609       392.5      365.25     0.90283      247.88         362     0.79541      451.75      505.25     0.93848       176.5      507.75     0.94482      493.25         714     0.46436      82.125         708\n",
      "     0.48364      331.25         735     0.38428       88.25         730     0.37573      369.75       744.5     0.10266         186         741     0.10797       330.5       689.5    0.013794      165.75         695    0.013901       293.5         686   0.0087433      214.25         684   0.0086136]\n",
      "17\n",
      "len2\n",
      "len2\n",
      "0\n",
      "[      680.5       364.5     0.99805         716      339.75     0.99854       649.5       339.5     0.99658       763.5         364     0.96875       616.5      361.75     0.72217         849       508.5     0.92432       558.5       497.5     0.91455         895       716.5     0.34766         547         701\n",
      "     0.35596         856       707.5     0.26172         586         709     0.28467       795.5         739    0.073181       617.5       736.5    0.073059       792.5         683    0.011826       654.5         692    0.012238       774.5         685   0.0084152       688.5         686   0.0085754]\n",
      "1\n",
      "[      329.5      371.25     0.99756      359.75       347.5     0.99756         298       343.5     0.99609       393.5       366.5     0.88672      248.25       363.5     0.80078         452      507.25     0.93457      175.75         508     0.95312      493.75       714.5     0.44263          87         703\n",
      "     0.58301         345       731.5     0.37769       67.25         734     0.46924       366.5       743.5     0.10669      183.25         740     0.12463      313.25       691.5    0.014008      136.75         699    0.015488       287.5       688.5   0.0087128      189.62       692.5   0.0089874]\n",
      "17\n",
      "len3\n",
      "len3\n",
      "len3\n",
      "0\n",
      "[      680.5       366.5     0.99805       716.5      341.75     0.99854         649       340.5     0.99658         763      363.75     0.96338         617       359.5     0.71582         852      510.75     0.92236         560       498.5     0.92041         899         719     0.33447         553         705\n",
      "     0.37866       850.5         708     0.25342       583.5         710     0.30176       800.5         739     0.07019       622.5       735.5    0.073425       796.5       680.5    0.011421       655.5         690    0.012337         776         684    0.008255       691.5       685.5   0.0086441]\n",
      "1\n",
      "[      329.5         373     0.99756         359       347.5     0.99756         298       343.5     0.99609         391       368.5     0.89795       248.5       366.5     0.80615      452.75      508.25     0.93555      177.25       509.5     0.94092         495       718.5     0.43994      82.125         710\n",
      "     0.44971       329.5         733     0.36597      110.12         723     0.35498       373.5         744    0.094482      191.75       740.5     0.09845         337       687.5    0.013634       172.5         694    0.013687      297.75         683   0.0088806      219.88         681   0.0087128]\n"
     ]
    }
   ],
   "source": [
    "Gui()"
   ]
  }
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