{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1bf5f484",
   "metadata": {},
   "source": [
    "# Postprocessing spin\n",
    "Apply postprocessing separately to x and y coordinates of the rotation center on the surface"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5467c7ad",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "from pathlib import Path\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import math\n",
    "import pandas as pd\n",
    "from scipy.signal import savgol_filter\n",
    "from scipy.signal import medfilt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "72ac0660",
   "metadata": {},
   "source": [
    "Import video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8e40587e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Opened: True, FPS: 59.94005994005994, Total Frames: 227.0\n"
     ]
    }
   ],
   "source": [
    "video_number = \"3\"\n",
    "# Define the relative path to the video file\n",
    "notebook_dir = Path().resolve()\n",
    "project_root = notebook_dir.parent.parent\n",
    "video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / f\"Recording_{video_number}.mp4\"\n",
    ")\n",
    "video_path = str(video_path)\n",
    "\n",
    "# Load the video\n",
    "cap = cv2.VideoCapture(video_path)\n",
    "\n",
    "# Check\n",
    "print(\n",
    "    f\"Opened: {cap.isOpened()}, FPS: {cap.get(cv2.CAP_PROP_FPS)}, Total Frames: {cap.get(cv2.CAP_PROP_FRAME_COUNT)}\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab3c908e",
   "metadata": {},
   "source": [
    "Import data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6f7a7045",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   frame   x   y  radius  rotation_center_x  rotation_center_y\n",
      "0      0 NaN NaN     NaN                NaN                NaN\n",
      "1      1 NaN NaN     NaN                NaN                NaN\n",
      "2      2 NaN NaN     NaN                NaN                NaN\n",
      "3      3 NaN NaN     NaN                NaN                NaN\n",
      "4      4 NaN NaN     NaN                NaN                NaN\n"
     ]
    }
   ],
   "source": [
    "# Define the path to the CSV file\n",
    "input_data_path = (\n",
    "    project_root\n",
    "    / \"notebook\"\n",
    "    / \"spin\"\n",
    "    / \"intermediate_data\"\n",
    "    / f\"Spin_data_mic_{video_number}.csv\"\n",
    ")\n",
    "\n",
    "# Load the CSV file into a DataFrame\n",
    "ball_df = pd.read_csv(input_data_path)\n",
    "print(ball_df.head())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca4a0071",
   "metadata": {},
   "source": [
    "Postprocessing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "16e57ada",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     rotation_center_x  rotation_center_y   distance\n",
      "37               839.0              801.0   0.000000\n",
      "38               882.0              876.0  89.554453\n",
      "39               876.0              771.0  97.514102\n",
      "40               897.0              761.0  13.341664\n",
      "41               852.0              826.0  87.664132\n",
      "..                 ...                ...        ...\n",
      "167             1209.0              467.0   1.414214\n",
      "168             1230.0              461.0  21.587033\n",
      "169             1244.0              466.0  13.928388\n",
      "170             1256.0              472.0  13.453624\n",
      "171             1220.0              459.0  37.336309\n",
      "\n",
      "[92 rows x 3 columns]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\miche\\AppData\\Local\\Temp\\ipykernel_17988\\2360995570.py:19: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  valid_data['distance'] = distances\n",
      "C:\\Users\\miche\\AppData\\Local\\Temp\\ipykernel_17988\\2360995570.py:20: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  valid_data['relative_x'] = relative_x\n",
      "C:\\Users\\miche\\AppData\\Local\\Temp\\ipykernel_17988\\2360995570.py:21: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  valid_data['relative_y'] = relative_y\n"
     ]
    }
   ],
   "source": [
    "# Ensure that both 'rotation_center_x' and 'rotation_center_y' columns exist and have valid values\n",
    "if \"rotation_center_x\" in ball_df.columns and \"rotation_center_y\" in ball_df.columns:\n",
    "    # Drop rows with missing values in the relevant columns\n",
    "    valid_data = ball_df.dropna(subset=[\"rotation_center_x\", \"rotation_center_y\"])\n",
    "\n",
    "    # Compute the distances between consecutive points\n",
    "    distances = np.sqrt(\n",
    "        (np.diff(valid_data[\"rotation_center_x\"] - valid_data[\"x\"]) ** 2)\n",
    "        + (np.diff(valid_data[\"rotation_center_y\"] - valid_data[\"y\"]) ** 2)\n",
    "    )\n",
    "\n",
    "    relative_x = valid_data[\"rotation_center_x\"] - valid_data[\"x\"]\n",
    "    relative_y = valid_data[\"rotation_center_y\"] - valid_data[\"y\"]\n",
    "\n",
    "    # Add 0 as the first element of distances\n",
    "    distances = np.insert(distances, 0, 0)\n",
    "\n",
    "    # Add the distances as a new column to the DataFrame\n",
    "    valid_data[\"distance\"] = distances\n",
    "    valid_data[\"relative_x\"] = relative_x\n",
    "    valid_data[\"relative_y\"] = relative_y\n",
    "\n",
    "    print(valid_data[[\"rotation_center_x\", \"rotation_center_y\", \"distance\"]])\n",
    "else:\n",
    "    print(\n",
    "        \"The required columns 'rotation_center_x' and 'rotation_center_y' are not present in the DataFrame.\"\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6fc0174e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot relative_x and relative_y with respect to the index\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(valid_data.index, valid_data[\"relative_x\"], label=\"Relative X\", marker=\"o\")\n",
    "plt.plot(valid_data.index, valid_data[\"relative_y\"], label=\"Relative Y\", marker=\"x\")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Position\")\n",
    "plt.title(\"Relative X and Y Positions\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31b96aa1",
   "metadata": {},
   "source": [
    "Outliers removal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "373f3687",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define a function to remove outliers using the IQR method\n",
    "def remove_outliers_iqr(data, column):\n",
    "    # Calculate the differences between consecutive points\n",
    "    differences = data[column].diff().abs()\n",
    "\n",
    "    # Compute the IQR for the differences\n",
    "    Q1 = differences.quantile(0.25)\n",
    "    Q3 = differences.quantile(0.75)\n",
    "    IQR = Q3 - Q1\n",
    "\n",
    "    # Define the lower and upper bounds\n",
    "    lower_bound = Q1 - 1.5 * IQR\n",
    "    upper_bound = Q3 + 1.5 * IQR\n",
    "\n",
    "    # Filter the data based on the bounds\n",
    "    return data[(differences <= upper_bound) | (differences.isna())]\n",
    "\n",
    "\n",
    "# Apply outlier removal to 'relative_x' and 'relative_y'\n",
    "valid_data_no_outliers = remove_outliers_iqr(valid_data, \"relative_x\")\n",
    "valid_data_no_outliers = remove_outliers_iqr(valid_data_no_outliers, \"relative_y\")\n",
    "\n",
    "# Plot the data without outliers for relative_x\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(valid_data.index, valid_data[\"relative_x\"], label=\"Relative X\", marker=\"o\")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"relative_x\"],\n",
    "    label=\"Relative X (No Outliers)\",\n",
    "    marker=\"x\",\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Position\")\n",
    "plt.title(\"Relative X Position with and without Outliers\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "# Plot the data without outliers for relative_y\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(valid_data.index, valid_data[\"relative_y\"], label=\"Relative Y\", marker=\"o\")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"relative_y\"],\n",
    "    label=\"Relative Y (No Outliers)\",\n",
    "    marker=\"x\",\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Position\")\n",
    "plt.title(\"Relative Y Position with and without Outliers\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5a44550",
   "metadata": {},
   "source": [
    "Median filter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "60a00fd7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply median filter to 'relative_x' and 'relative_y'\n",
    "valid_data_no_outliers[\"filtered_relative_x\"] = medfilt(\n",
    "    valid_data_no_outliers[\"relative_x\"], kernel_size=3\n",
    ")\n",
    "valid_data_no_outliers[\"filtered_relative_y\"] = medfilt(\n",
    "    valid_data_no_outliers[\"relative_y\"], kernel_size=3\n",
    ")\n",
    "\n",
    "# Plot the original and filtered data for relative_x\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(\n",
    "    valid_data.index, valid_data[\"relative_x\"], label=\"Original Relative X\", marker=\"o\"\n",
    ")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"filtered_relative_x\"],\n",
    "    label=\"Filtered Relative X\",\n",
    "    marker=\"x\",\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Position\")\n",
    "plt.title(\"Comparison of Original and Filtered Relative X\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "# Plot the original and filtered data for relative_y\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(\n",
    "    valid_data.index, valid_data[\"relative_y\"], label=\"Original Relative Y\", marker=\"o\"\n",
    ")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"filtered_relative_y\"],\n",
    "    label=\"Filtered Relative Y\",\n",
    "    marker=\"x\",\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Position\")\n",
    "plt.title(\"Comparison of Original and Filtered Relative Y\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5f28a23",
   "metadata": {},
   "source": [
    "Interpolate + smoothing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "007e6b57",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # Create a DataFrame with a complete range of frames\n",
    "# complete_frames = pd.DataFrame({'frame': range(valid_data_no_outliers['frame'].min(), valid_data_no_outliers['frame'].max() + 1)})\n",
    "\n",
    "# # Merge the complete frames with valid_data_no_outliers\n",
    "# complete_valid_data = complete_frames.merge(valid_data_no_outliers, on='frame', how='left')\n",
    "\n",
    "# # Set 'frame' as the index\n",
    "# complete_valid_data.set_index('frame', inplace=True)\n",
    "\n",
    "# # Display the resulting DataFrame\n",
    "# print(complete_valid_data)\n",
    "\n",
    "# valid_data_no_outliers = complete_valid_data.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "421d9d8d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Interpolate missing values for 'filtered_relative_x' and 'filtered_relative_y'\n",
    "valid_data_no_outliers[\"filtered_relative_x\"] = valid_data_no_outliers[\n",
    "    \"filtered_relative_x\"\n",
    "].interpolate(method=\"linear\")\n",
    "valid_data_no_outliers[\"filtered_relative_y\"] = valid_data_no_outliers[\n",
    "    \"filtered_relative_y\"\n",
    "].interpolate(method=\"linear\")\n",
    "\n",
    "# Apply Savitzky-Golay filter for smoothing\n",
    "valid_data_no_outliers[\"smoothed_filtered_relative_x\"] = savgol_filter(\n",
    "    valid_data_no_outliers[\"filtered_relative_x\"], window_length=25, polyorder=3\n",
    ")\n",
    "valid_data_no_outliers[\"smoothed_filtered_relative_y\"] = savgol_filter(\n",
    "    valid_data_no_outliers[\"filtered_relative_y\"], window_length=25, polyorder=3\n",
    ")\n",
    "\n",
    "# Plot valid_data['relative_x'] and valid_data_no_outliers['smoothed_filtered_relative_x']\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(\n",
    "    valid_data.index, valid_data[\"relative_x\"], label=\"Original Relative X\", alpha=0.5\n",
    ")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"smoothed_filtered_relative_x\"],\n",
    "    label=\"Smoothed Relative X\",\n",
    "    linewidth=2,\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative X Value\")\n",
    "plt.title(\"Comparison of Original and Smoothed Relative X\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "# Plot valid_data['relative_y'] and valid_data_no_outliers['smoothed_filtered_relative_y']\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(\n",
    "    valid_data.index, valid_data[\"relative_y\"], label=\"Original Relative Y\", alpha=0.5\n",
    ")\n",
    "plt.plot(\n",
    "    valid_data_no_outliers.index,\n",
    "    valid_data_no_outliers[\"smoothed_filtered_relative_y\"],\n",
    "    label=\"Smoothed Relative Y\",\n",
    "    linewidth=2,\n",
    ")\n",
    "plt.xlabel(\"Index\")\n",
    "plt.ylabel(\"Relative Y Value\")\n",
    "plt.title(\"Comparison of Original and Smoothed Relative Y\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5864685d",
   "metadata": {},
   "source": [
    "Convert data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7ec2fd40",
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_data_no_outliers[\"rotation_center_x\"] = (\n",
    "    valid_data_no_outliers[\"smoothed_filtered_relative_x\"] + ball_df[\"x\"]\n",
    ")\n",
    "valid_data_no_outliers[\"rotation_center_y\"] = (\n",
    "    valid_data_no_outliers[\"smoothed_filtered_relative_y\"] + ball_df[\"y\"]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a903b0b",
   "metadata": {},
   "source": [
    "Generate videos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "14bc76c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Video annotato salvato in: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_processed_3.mp4\n"
     ]
    }
   ],
   "source": [
    "output_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_processed_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "# Ottieni le proprietà del video originale\n",
    "frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))\n",
    "frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "fps = int(cap.get(cv2.CAP_PROP_FPS))\n",
    "fourcc = cv2.VideoWriter_fourcc(*\"mp4v\")\n",
    "\n",
    "# Inizializza il VideoWriter\n",
    "out = cv2.VideoWriter(str(output_video_path), fourcc, fps, (frame_width, frame_height))\n",
    "\n",
    "# Riposiziona il video all'inizio\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Itera su tutti i frame del video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    # for i in range(151):\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Check if the current frame index exists in valid_data_filtered\n",
    "    if frame_idx in valid_data_no_outliers.index:\n",
    "        # Get the row corresponding to the current frame index\n",
    "        row = valid_data_no_outliers.loc[frame_idx]\n",
    "\n",
    "        # Draw the ball center if x and y are not NaN\n",
    "        if not math.isnan(ball_df.iloc[frame_idx][\"x\"]) and not math.isnan(\n",
    "            ball_df.iloc[frame_idx][\"y\"]\n",
    "        ):\n",
    "            center = (\n",
    "                int(ball_df.iloc[frame_idx][\"x\"]),\n",
    "                int(ball_df.iloc[frame_idx][\"y\"]),\n",
    "            )\n",
    "            cv2.circle(frame, center, 5, (255, 0, 0), -1)\n",
    "\n",
    "        # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "        if not math.isnan(row[\"rotation_center_x\"]) and not math.isnan(\n",
    "            row[\"rotation_center_y\"]\n",
    "        ):\n",
    "            rotation_center = (\n",
    "                int(row[\"rotation_center_x\"]),\n",
    "                int(row[\"rotation_center_y\"]),\n",
    "            )\n",
    "            cv2.circle(frame, rotation_center, 5, (0, 255, 255), -1)\n",
    "\n",
    "    # Scrivi il frame nel video di output\n",
    "    out.write(frame)\n",
    "\n",
    "    # Incrementa l'indice del frame\n",
    "    frame_idx += 1\n",
    "\n",
    "# Rilascia le risorse\n",
    "out.release()\n",
    "\n",
    "print(f\"Video annotato salvato in: {output_video_path}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37424cf7",
   "metadata": {},
   "source": [
    "Cropped video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "613971fc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cropped ball video saved at: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_ball_cropped_3.mp4\n"
     ]
    }
   ],
   "source": [
    "# Define the output path for the cropped video\n",
    "cropped_ball_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_ball_cropped_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "crop_size = 80\n",
    "\n",
    "# Initialize the VideoWriter for the cropped video\n",
    "cropped_ball_out = cv2.VideoWriter(\n",
    "    str(cropped_ball_video_path), fourcc, fps, (2 * crop_size, 2 * crop_size)\n",
    ")\n",
    "\n",
    "# Reset the video to the beginning\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Iterate through all frames of the video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Check if the current frame index exists in ball_df\n",
    "    if frame_idx in valid_data_no_outliers.index:\n",
    "        # Get the row corresponding to the current frame index\n",
    "        row = ball_df.iloc[frame_idx]\n",
    "\n",
    "        # Ensure the ball center coordinates and radius are valid\n",
    "        if (\n",
    "            not math.isnan(row[\"x\"])\n",
    "            and not math.isnan(row[\"y\"])\n",
    "            and not math.isnan(row[\"radius\"])\n",
    "        ):\n",
    "            center_x = int(row[\"x\"])\n",
    "            center_y = int(row[\"y\"])\n",
    "            radius = crop_size\n",
    "\n",
    "            # Define the cropping region\n",
    "            x_start = max(center_x - radius, 0)\n",
    "            y_start = max(center_y - radius, 0)\n",
    "            x_end = min(center_x + radius, frame_width)\n",
    "            y_end = min(center_y + radius, frame_height)\n",
    "\n",
    "            # Crop the frame\n",
    "            cropped_frame = frame[y_start:y_end, x_start:x_end]\n",
    "            # Draw the ball center if x and y are not NaN\n",
    "            cv2.circle(cropped_frame, (crop_size, crop_size), 2, (255, 0, 0), -1)\n",
    "\n",
    "            # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "            if not math.isnan(\n",
    "                valid_data_no_outliers.loc[frame_idx][\"rotation_center_x\"]\n",
    "            ) and not math.isnan(\n",
    "                valid_data_no_outliers.loc[frame_idx][\"rotation_center_y\"]\n",
    "            ):\n",
    "                rotation_center_x = (\n",
    "                    int(valid_data_no_outliers.loc[frame_idx][\"rotation_center_x\"])\n",
    "                    - x_start\n",
    "                )\n",
    "                rotation_center_y = (\n",
    "                    int(valid_data_no_outliers.loc[frame_idx][\"rotation_center_y\"])\n",
    "                    - y_start\n",
    "                )\n",
    "                if (\n",
    "                    0 <= rotation_center_x < cropped_frame.shape[1]\n",
    "                    and 0 <= rotation_center_y < cropped_frame.shape[0]\n",
    "                ):\n",
    "                    cv2.circle(\n",
    "                        cropped_frame,\n",
    "                        (rotation_center_x, rotation_center_y),\n",
    "                        2,\n",
    "                        (0, 255, 255),\n",
    "                        -1,\n",
    "                    )\n",
    "            # Write the cropped frame to the output video\n",
    "            cropped_ball_out.write(cropped_frame)\n",
    "\n",
    "    # Increment the frame index\n",
    "    frame_idx += 1\n",
    "\n",
    "# Release resources\n",
    "cropped_ball_out.release()\n",
    "\n",
    "print(f\"Cropped ball video saved at: {cropped_ball_video_path}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09e0534d",
   "metadata": {},
   "source": [
    "Video on a template ball"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b293f905",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sphere video saved at: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_ball_sphere_3.mp4\n"
     ]
    }
   ],
   "source": [
    "# Define the output path for the cropped video\n",
    "sphere_ball_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_ball_sphere_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "frame_height_template = 300\n",
    "frame_width_template = 300\n",
    "# Initialize the VideoWriter for the sphere video\n",
    "sphere_ball_out = cv2.VideoWriter(\n",
    "    str(sphere_ball_video_path),\n",
    "    fourcc,\n",
    "    fps,\n",
    "    (frame_height_template, frame_width_template),\n",
    ")\n",
    "\n",
    "# Reset the video to the beginning\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Iterate through all frames of the video\n",
    "for frame_idx in range(int(cap.get(cv2.CAP_PROP_FRAME_COUNT))):\n",
    "    # Create a blank frame with the same dimensions as the original video\n",
    "    blank_frame = np.zeros(\n",
    "        (frame_height_template, frame_width_template, 3), dtype=np.uint8\n",
    "    )\n",
    "\n",
    "    # Draw a red circle at the center of the frame\n",
    "    center = (frame_width_template // 2, frame_height_template // 2)\n",
    "    radius = 100\n",
    "    cv2.circle(blank_frame, center, radius, (0, 0, 255), -1)\n",
    "    # Draw a small blue point in the center of the circle\n",
    "    cv2.circle(blank_frame, center, 5, (255, 0, 0), -1)\n",
    "\n",
    "    # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "    if (\n",
    "        frame_idx in valid_data_no_outliers.index\n",
    "        and not math.isnan(valid_data_no_outliers.loc[frame_idx][\"rotation_center_x\"])\n",
    "        and not math.isnan(valid_data_no_outliers.loc[frame_idx][\"rotation_center_y\"])\n",
    "    ):\n",
    "        rotation_center_x = int(\n",
    "            (\n",
    "                valid_data_no_outliers.loc[frame_idx][\"smoothed_filtered_relative_x\"]\n",
    "                * 100\n",
    "                / ball_df.loc[frame_idx][\"radius\"]\n",
    "            )\n",
    "            + frame_width // 2\n",
    "        )\n",
    "        rotation_center_y = int(\n",
    "            (\n",
    "                valid_data_no_outliers.loc[frame_idx][\"smoothed_filtered_relative_y\"]\n",
    "                * 100\n",
    "                / ball_df.loc[frame_idx][\"radius\"]\n",
    "            )\n",
    "            + frame_height // 2\n",
    "        )\n",
    "        cv2.circle(\n",
    "            blank_frame, (rotation_center_x, rotation_center_y), 5, (0, 255, 255), -1\n",
    "        )\n",
    "\n",
    "    # Write the frame to the output video\n",
    "    sphere_ball_out.write(blank_frame)\n",
    "\n",
    "# Release resources\n",
    "sphere_ball_out.release()\n",
    "\n",
    "print(f\"Sphere video saved at: {sphere_ball_video_path}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7026f5b0",
   "metadata": {},
   "source": [
    "Video with template ball at the corner"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "db319ed2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Video with square and circle saved at: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_square_circle_3.mp4\n"
     ]
    }
   ],
   "source": [
    "# Define the output path for the modified video\n",
    "square_circle_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_square_circle_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "# Initialize the VideoWriter for the modified video\n",
    "square_circle_out = cv2.VideoWriter(\n",
    "    str(square_circle_video_path), fourcc, fps, (frame_width, frame_height)\n",
    ")\n",
    "\n",
    "# Reset the video to the beginning\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Iterate through all frames of the video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Define the square's top-left corner and size\n",
    "    square_size = 300\n",
    "    square_top_left = (\n",
    "        frame_width - square_size - 10,\n",
    "        10,\n",
    "    )  # 10 pixels padding from the top-right corner\n",
    "\n",
    "    # Draw the square on the frame\n",
    "    cv2.rectangle(\n",
    "        frame,\n",
    "        square_top_left,\n",
    "        (square_top_left[0] + square_size, square_top_left[1] + square_size),\n",
    "        (0, 0, 0),\n",
    "        -1,\n",
    "    )\n",
    "\n",
    "    # Define the circle's center and radius\n",
    "    circle_center = (\n",
    "        square_top_left[0] + square_size // 2,\n",
    "        square_top_left[1] + square_size // 2,\n",
    "    )\n",
    "    circle_radius = 100\n",
    "\n",
    "    # Draw the circle inside the square\n",
    "    cv2.circle(frame, circle_center, circle_radius, (0, 0, 255), -1)\n",
    "    cv2.circle(\n",
    "        frame, circle_center, 5, (255, 0, 0), -1\n",
    "    )  # Draw a small blue point in the center of the circle\n",
    "    # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "    if (\n",
    "        frame_idx in valid_data_no_outliers.index\n",
    "        and not math.isnan(valid_data_no_outliers.loc[frame_idx][\"rotation_center_x\"])\n",
    "        and not math.isnan(valid_data_no_outliers.loc[frame_idx][\"rotation_center_y\"])\n",
    "    ):\n",
    "        rotation_center_x = int(\n",
    "            (\n",
    "                valid_data_no_outliers.loc[frame_idx][\"smoothed_filtered_relative_x\"]\n",
    "                * 100\n",
    "                / ball_df.loc[frame_idx][\"radius\"]\n",
    "            )\n",
    "            + square_top_left[0]\n",
    "            + square_size // 2\n",
    "        )\n",
    "        rotation_center_y = int(\n",
    "            (\n",
    "                valid_data_no_outliers.loc[frame_idx][\"smoothed_filtered_relative_y\"]\n",
    "                * 100\n",
    "                / ball_df.loc[frame_idx][\"radius\"]\n",
    "            )\n",
    "            + square_top_left[1]\n",
    "            + square_size // 2\n",
    "        )\n",
    "        cv2.circle(frame, (rotation_center_x, rotation_center_y), 5, (0, 255, 255), -1)\n",
    "\n",
    "    # Write the modified frame to the output video\n",
    "    square_circle_out.write(frame)\n",
    "\n",
    "    # Increment the frame index\n",
    "    frame_idx += 1\n",
    "\n",
    "# Release resources\n",
    "square_circle_out.release()\n",
    "\n",
    "print(f\"Video with square and circle saved at: {square_circle_video_path}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0276a931",
   "metadata": {},
   "source": [
    "Video palla affiancata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f46cb722",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cropped ball video with black square saved at: C:\\Users\\miche\\OneDrive\\Documenti\\GitHub\\bowling-analysis\\data\\recording_3\\test_video\\spin_video_ball_cropped_with_black_square_3.mp4\n"
     ]
    }
   ],
   "source": [
    "# Define the output path for the cropped video with a black square\n",
    "cropped_ball_with_black_square_video_path = (\n",
    "    project_root\n",
    "    / \"data\"\n",
    "    / f\"recording_{video_number}\"\n",
    "    / \"test_video\"\n",
    "    / f\"spin_video_ball_cropped_with_black_square_{video_number}.mp4\"\n",
    ")\n",
    "\n",
    "crop_size = 80\n",
    "\n",
    "# Initialize the VideoWriter for the cropped video with a black square\n",
    "cropped_ball_with_black_square_out = cv2.VideoWriter(\n",
    "    str(cropped_ball_with_black_square_video_path),\n",
    "    fourcc,\n",
    "    fps,\n",
    "    (2 * 2 * crop_size, 2 * crop_size),\n",
    ")\n",
    "\n",
    "# Reset the video to the beginning\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "\n",
    "# Iterate through all frames of the video\n",
    "frame_idx = 0\n",
    "while True:\n",
    "    ret, frame = cap.read()\n",
    "    if not ret:\n",
    "        break\n",
    "\n",
    "    # Check if the current frame index exists in ball_df\n",
    "    if frame_idx in valid_data_no_outliers.index:\n",
    "        # Get the row corresponding to the current frame index\n",
    "        row = ball_df.iloc[frame_idx]\n",
    "\n",
    "        # Ensure the ball center coordinates and radius are valid\n",
    "        if (\n",
    "            not math.isnan(row[\"x\"])\n",
    "            and not math.isnan(row[\"y\"])\n",
    "            and not math.isnan(row[\"radius\"])\n",
    "        ):\n",
    "            center_x = int(row[\"x\"])\n",
    "            center_y = int(row[\"y\"])\n",
    "            radius = crop_size\n",
    "\n",
    "            # Define the cropping region\n",
    "            x_start = max(center_x - radius, 0)\n",
    "            y_start = max(center_y - radius, 0)\n",
    "            x_end = min(center_x + radius, frame_width)\n",
    "            y_end = min(center_y + radius, frame_height)\n",
    "\n",
    "            # Crop the frame\n",
    "            cropped_frame = frame[y_start:y_end, x_start:x_end]\n",
    "\n",
    "            # Resize the cropped frame to the desired size\n",
    "            cropped_frame_resized = cv2.resize(\n",
    "                cropped_frame, (2 * crop_size, 2 * crop_size)\n",
    "            )\n",
    "\n",
    "            # Create a black square with the same dimensions as the cropped frame\n",
    "            black_square = np.zeros_like(cropped_frame_resized)\n",
    "\n",
    "            # Draw a red circle inside the black square\n",
    "            cv2.circle(black_square, (crop_size, crop_size), 70, (0, 0, 255), -1)\n",
    "            cv2.circle(black_square, (crop_size, crop_size), 5, (255, 0, 0), -1)\n",
    "            # Draw the rotation center if rotation_center_x and rotation_center_y are not NaN\n",
    "            if not math.isnan(\n",
    "                valid_data_no_outliers.loc[frame_idx][\"rotation_center_x\"]\n",
    "            ) and not math.isnan(\n",
    "                valid_data_no_outliers.loc[frame_idx][\"rotation_center_y\"]\n",
    "            ):\n",
    "                rotation_center_x = int(\n",
    "                    (\n",
    "                        valid_data_no_outliers.loc[frame_idx][\n",
    "                            \"smoothed_filtered_relative_x\"\n",
    "                        ]\n",
    "                        * 70\n",
    "                        / ball_df.loc[frame_idx][\"radius\"]\n",
    "                    )\n",
    "                    + crop_size\n",
    "                )\n",
    "                rotation_center_y = int(\n",
    "                    (\n",
    "                        valid_data_no_outliers.loc[frame_idx][\n",
    "                            \"smoothed_filtered_relative_y\"\n",
    "                        ]\n",
    "                        * 70\n",
    "                        / ball_df.loc[frame_idx][\"radius\"]\n",
    "                    )\n",
    "                    + crop_size\n",
    "                )\n",
    "\n",
    "                # rotation_center_x = int(valid_data_no_outliers.loc[frame_idx]['smoothed_']) - x_start\n",
    "                # rotation_center_y = int(valid_data_no_outliers.loc[frame_idx]['rotation_center_y']) - y_start\n",
    "                if (\n",
    "                    0 <= rotation_center_x < cropped_frame_resized.shape[1]\n",
    "                    and 0 <= rotation_center_y < cropped_frame_resized.shape[0]\n",
    "                ):\n",
    "                    cv2.circle(\n",
    "                        black_square,\n",
    "                        (rotation_center_x, rotation_center_y),\n",
    "                        2,\n",
    "                        (0, 255, 255),\n",
    "                        -1,\n",
    "                    )\n",
    "\n",
    "            # Concatenate the cropped frame and the black square horizontally\n",
    "            combined_frame = np.hstack((cropped_frame_resized, black_square))\n",
    "\n",
    "            # Write the combined frame to the output video\n",
    "            cropped_ball_with_black_square_out.write(combined_frame)\n",
    "\n",
    "    # Increment the frame index\n",
    "    frame_idx += 1\n",
    "\n",
    "# Release resources\n",
    "cropped_ball_with_black_square_out.release()\n",
    "\n",
    "print(\n",
    "    f\"Cropped ball video with black square saved at: {cropped_ball_with_black_square_video_path}\"\n",
    ")"
   ]
  }
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