crops_to_panorma_bbox_update

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Warning: notebook contains private API key. Remove key before uploading to GitHub!!!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "file descripition: contains code for quering Harry+Randy DB, recovering panorams of cropped events, and upploading them to Roboflow via API."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import datetime\n",
    "import matplotlib.animation as animation\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pybgs as bgs\n",
    "import os\n",
    "\n",
    "from IPython.display import HTML\n",
    "\n",
    "from breathecam import BreatheCam\n",
    "from common import get_previous_frame_time\n",
    "from components import View\n",
    "from motion import temporal_events, mask_background, get_event\n",
    "\n",
    "\n",
    "def display_event(video, flattened=False):\n",
    "    fig, ax = plt.subplots(1, 1)\n",
    "    fig.tight_layout()\n",
    "\n",
    "    ax.set_axis_off()\n",
    "\n",
    "    ims = []\n",
    "\n",
    "    if len(video.shape) < 4 and flattened:\n",
    "        ims.append([ax.imshow(video)])\n",
    "    else:\n",
    "        for i in range(len(video)):\n",
    "            ims.append([ax.imshow(video[i], animated=True)])\n",
    "\n",
    "    anim = animation.ArtistAnimation(fig, ims, interval=175, blit=True, repeat_delay=1000)\n",
    "\n",
    "    plt.close()\n",
    "\n",
    "    display(HTML(anim.to_jshtml()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "id": "5ae2JCpwKIVJ"
   },
   "outputs": [],
   "source": [
    "\n",
    "import psycopg2\n",
    "import re\n",
    "\n",
    "from psycopg2.extras import DictCursor\n",
    "\n",
    "CLASSIFICATION_OPTIONS = [\n",
    "    \"smoke\",\n",
    "    \"steam\",\n",
    "    \"shadow\",\n",
    "    \"other_motion\",\n",
    "    \"none\"\n",
    "]\n",
    "\n",
    "def get_db_connection():\n",
    "    \"\"\"Create a database connection to the PostgreSQL database\"\"\"\n",
    "    conn = psycopg2.connect(dbname=\"smoke_detect\")\n",
    "    conn.autocommit = True\n",
    "    return conn\n",
    "    \n",
    "def get_available_runs(conn=None):\n",
    "    \"\"\"Get a list of all available run names in the database\"\"\"\n",
    "    runs = []\n",
    "    \n",
    "    conn_was_none = conn is None\n",
    "    conn = conn or get_db_connection()\n",
    "    cur = conn.cursor()\n",
    "    \n",
    "    try:\n",
    "        cur.execute(\"SELECT DISTINCT run_name FROM video_labels ORDER BY run_name\")\n",
    "        runs = [row[0] for row in cur.fetchall()]\n",
    "    except Exception as e:\n",
    "        print(f\"Database error: {e}\")\n",
    "    finally:\n",
    "        cur.close()\n",
    "        if conn_was_none:\n",
    "            conn.close()\n",
    "        \n",
    "    return runs\n",
    "\n",
    "def get_all_videos_for_run(run_name, conn=None):\n",
    "    \"\"\"Get all videos for a specific run from the database\"\"\"\n",
    "    videos = []\n",
    "    classifications = {}\n",
    "    \n",
    "    conn_was_none = conn is None\n",
    "    conn = conn or get_db_connection()\n",
    "    cur = conn.cursor(cursor_factory=DictCursor)\n",
    "    \n",
    "    try:\n",
    "        cur.execute(\n",
    "            \"SELECT * FROM video_labels WHERE run_name = %s ORDER BY id\",\n",
    "            (run_name,)\n",
    "        )\n",
    "        \n",
    "        for index, row in enumerate(cur.fetchall()):\n",
    "            classifications = row['classifications']\n",
    "            metadata = row['metadata']\n",
    "            video_data = parse_metadata(metadata)         \n",
    "            video_data[\"src\"] = row[\"video_url\"]\n",
    "            video_data[\"record_id\"] = row[\"id\"]            \n",
    "           \n",
    "            # For any classification in classification_options, if it\n",
    "            # is not present in the database, set it to False\n",
    "            for opt in CLASSIFICATION_OPTIONS:\n",
    "                if opt not in classifications:\n",
    "                    classifications[opt] = False\n",
    "            \n",
    "            video_data[\"classifications\"] = classifications        \t           \n",
    "\n",
    "            videos.append(video_data)\n",
    "    except Exception as e:\n",
    "        print(f\"Database error: {e}\")\n",
    "        \n",
    "    finally:\n",
    "        cur.close()\n",
    "        if conn_was_none:\n",
    "            conn.close()\n",
    "    \n",
    "    # Sort videos by their number\n",
    "    videos.sort(key=lambda v: v[\"index\"])\n",
    "    \n",
    "    return videos\n",
    "    \n",
    "def parse_metadata(metadata):\n",
    "    print(repr(metadata))\n",
    "\n",
    "    video_num = int(re.search(r'Video (\\d+)', metadata).group(1))\n",
    "    frames_info = re.search(r'(\\d+) frames starting at (\\d+)', metadata)\n",
    "    size_info = re.search(r'Size: (\\d+)x(\\d+)', metadata)\n",
    "\n",
    "    if frames_info is None:\n",
    "        frames_info = re.search(r'Start Frame: (\\d+)', metadata)\n",
    "        size_info = re.search(r'Dimensions: (\\d+)[x ](\\d+)x(\\d+)', metadata)\n",
    "        start_frame = frames_info.group(1)\n",
    "        nframes = int(size_info.group(1))\n",
    "    else:\n",
    "        start_frame = int(frames_info.group(2))\n",
    "        nframes = int(frames_info.group(1))\n",
    "    \n",
    "    view_match = re.search(\n",
    "        r'View:\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)',\n",
    "        metadata\n",
    "    )\n",
    "    if view_match:\n",
    "        left, top, right, bottom = map(int, view_match.groups())\n",
    "        bbox = {\"left\": left, \"top\": top, \"right\": right, \"bottom\": bottom}\n",
    "    else:\n",
    "        bbox = None\n",
    "    \n",
    "    return {\n",
    "        \"index\": video_num,\n",
    "        \"start_frame\": start_frame,\n",
    "        \"nframes\": nframes,\n",
    "        \"bbox\": bbox\n",
    "    }\n",
    "        \n",
    "def get_labeled_videos_for_run(run_name, conn=None, classification_filter=None):\n",
    "    \"\"\"Get all videos for a specific run from the database\"\"\"\n",
    "    videos = []\n",
    "    classifications = {}\n",
    "    \n",
    "    conn_was_none = conn is None\n",
    "    conn = conn or get_db_connection()\n",
    "    cur = conn.cursor(cursor_factory=DictCursor)\n",
    "    \n",
    "    classification_filter = classification_filter or (lambda c: len(c) > 0) \n",
    "    try:\n",
    "        cur.execute(\n",
    "            \"SELECT * FROM video_labels WHERE run_name = %s ORDER BY id\",\n",
    "            (run_name,)\n",
    "        )\n",
    "        \n",
    "        for index, row in enumerate(cur.fetchall()):\n",
    "            classifications = row['classifications']\n",
    "            metadata = row['metadata']\n",
    "            video_data = parse_metadata(metadata)\n",
    "\t         \n",
    "            if not classification_filter(classifications):\n",
    "                continue\n",
    "            video_data[\"src\"] = row[\"video_url\"]\n",
    "            video_data[\"record_id\"] = row[\"id\"]\n",
    "\n",
    "            videos.append(video_data)\n",
    "    except Exception as e:\n",
    "        print(f\"Database error: {e}\")\n",
    "        \n",
    "    finally:\n",
    "        cur.close()\n",
    "        \n",
    "        if conn_was_none:\n",
    "            conn.close()\n",
    "    \n",
    "    # Sort videos by their number\n",
    "    videos.sort(key=lambda v: v[\"index\"])\n",
    "    \n",
    "    return videos\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "#fields to specify run\n",
    "run_name = 'events_FrameDifference_202405190949001801_1'\n",
    "\n",
    "day = datetime.date.fromisoformat(\"2024-05-19\")\n",
    "time = datetime.time.fromisoformat(\"09:49:00\")\n",
    "nframes = 1800"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "'Video 2 Start Frame: 1789;  Dimensions: 15x333x345;  Points in Contour: 871;  Contour Area: 418;  Point Density in Contour Area: 0.20837;  View: (359, 78, 381, 97)'\n",
      "'Video 3 Start Frame: 1783;  Dimensions: 9x305x313;  Points in Contour: 251;  Contour Area: 168;  Point Density in Contour Area: 0.37351;  View: (275, 82, 289, 94)'\n",
      "'Video 4 Start Frame: 1782;  Dimensions: 8x337x317;  Points in Contour: 233;  Contour Area: 300;  Point Density in Contour Area: 0.25889;  View: (204, 59, 219, 79)'\n",
      "'Video 5 Start Frame: 1780;  Dimensions: 9x293x317;  Points in Contour: 197;  Contour Area: 135;  Point Density in Contour Area: 0.36481;  View: (714, 46, 729, 55)'\n",
      "'Video 6 Start Frame: 1779;  Dimensions: 9x325x297;  Points in Contour: 187;  Contour Area: 170;  Point Density in Contour Area: 0.275;  View: (207, 78, 217, 95)'\n",
      "'Video 7 Start Frame: 1775;  Dimensions: 8x325x293;  Points in Contour: 162;  Contour Area: 153;  Point Density in Contour Area: 0.35294;  View: (511, 39, 520, 56)'\n",
      "'Video 8 Start Frame: 1768;  Dimensions: 29x317x345;  Points in Contour: 1154;  Contour Area: 330;  Point Density in Contour Area: 0.14571;  View: (318, 80, 340, 95)'\n",
      "'Video 9 Start Frame: 1767;  Dimensions: 9x173x293;  Points in Contour: 185;  Contour Area: 99;  Point Density in Contour Area: 0.46717;  View: (495, 0, 504, 11)'\n",
      "'Video 10 Start Frame: 1765;  Dimensions: 37x441x365;  Points in Contour: 4016;  Contour Area: 1242;  Point Density in Contour Area: 0.10105;  View: (737, 47, 764, 93)'\n",
      "'Video 11 Start Frame: 1763;  Dimensions: 28x317x321;  Points in Contour: 2032;  Contour Area: 576;  Point Density in Contour Area: 0.15338;  View: (509, 11, 525, 47)'\n",
      "'Video 12 Start Frame: 1758;  Dimensions: 13x297x321;  Points in Contour: 176;  Contour Area: 160;  Point Density in Contour Area: 0.1375;  View: (566, 71, 582, 81)'\n",
      "'Video 13 Start Frame: 1757;  Dimensions: 14x401x581;  Points in Contour: 2421;  Contour Area: 2916;  Point Density in Contour Area: 0.09225;  View: (277, 59, 358, 95)'\n",
      "'Video 14 Start Frame: 1746;  Dimensions: 28x345x481;  Points in Contour: 2301;  Contour Area: 1456;  Point Density in Contour Area: 0.06871;  View: (74, 96, 130, 122)'\n",
      "'Video 15 Start Frame: 1745;  Dimensions: 10x293x321;  Points in Contour: 135;  Contour Area: 144;  Point Density in Contour Area: 0.1875;  View: (314, 106, 330, 115)'\n",
      "'Video 16 Start Frame: 1738;  Dimensions: 11x309x317;  Points in Contour: 206;  Contour Area: 195;  Point Density in Contour Area: 0.17607;  View: (277, 102, 292, 115)'\n",
      "'Video 17 Start Frame: 1736;  Dimensions: 26x413x505;  Points in Contour: 3762;  Contour Area: 2418;  Point Density in Contour Area: 0.07409;  View: (112, 55, 174, 94)'\n",
      "'Video 18 Start Frame: 1731;  Dimensions: 12x217x499;  Points in Contour: 907;  Contour Area: 828;  Point Density in Contour Area: 0.15649;  View: (1034, 128, 1126, 137)'\n",
      "'Video 19 Start Frame: 1730;  Dimensions: 9x293x301;  Points in Contour: 83;  Contour Area: 99;  Point Density in Contour Area: 0.2096;  View: (449, 84, 460, 93)'\n",
      "'Video 20 Start Frame: 1730;  Dimensions: 9x217x341;  Points in Contour: 179;  Contour Area: 210;  Point Density in Contour Area: 0.2131;  View: (1015, 128, 1036, 138)'\n",
      "'Video 21 Start Frame: 1729;  Dimensions: 13x329x337;  Points in Contour: 482;  Contour Area: 360;  Point Density in Contour Area: 0.16736;  View: (534, 42, 554, 60)'\n",
      "'Video 22 Start Frame: 1725;  Dimensions: 28x377x325;  Points in Contour: 834;  Contour Area: 510;  Point Density in Contour Area: 0.0711;  View: (533, 32, 550, 62)'\n",
      "'Video 23 Start Frame: 1723;  Dimensions: 10x293x349;  Points in Contour: 267;  Contour Area: 207;  Point Density in Contour Area: 0.25797;  View: (1033, 82, 1056, 91)'\n",
      "'Video 24 Start Frame: 1714;  Dimensions: 92x509x1009;  Points in Contour: 70204;  Contour Area: 17860;  Point Density in Contour Area: 0.04518;  View: (85, 0, 273, 95)'\n",
      "'Video 25 Start Frame: 1708;  Dimensions: 10x177x265;  Points in Contour: 488;  Contour Area: 312;  Point Density in Contour Area: 0.31282;  View: (8, 138, 34, 150)'\n",
      "'Video 26 Start Frame: 1705;  Dimensions: 13x253x297;  Points in Contour: 139;  Contour Area: 130;  Point Density in Contour Area: 0.13365;  View: (399, 18, 409, 31)'\n",
      "'Video 27 Start Frame: 1704;  Dimensions: 10x297x313;  Points in Contour: 146;  Contour Area: 140;  Point Density in Contour Area: 0.20857;  View: (252, 106, 266, 116)'\n",
      "'Video 28 Start Frame: 1696;  Dimensions: 9x173x261;  Points in Contour: 259;  Contour Area: 187;  Point Density in Contour Area: 0.34626;  View: (16, 139, 33, 150)'\n",
      "'Video 29 Start Frame: 1694;  Dimensions: 10x225x293;  Points in Contour: 83;  Contour Area: 81;  Point Density in Contour Area: 0.20494;  View: (396, 15, 405, 24)'\n",
      "'Video 30 Start Frame: 1690;  Dimensions: 60x285x369;  Points in Contour: 6565;  Contour Area: 1092;  Point Density in Contour Area: 0.10931;  View: (390, 0, 418, 39)'\n",
      "'Video 31 Start Frame: 1688;  Dimensions: 9x321x293;  Points in Contour: 123;  Contour Area: 144;  Point Density in Contour Area: 0.21354;  View: (544, 40, 553, 56)'\n",
      "'Video 32 Start Frame: 1685;  Dimensions: 25x353x329;  Points in Contour: 973;  Contour Area: 432;  Point Density in Contour Area: 0.11262;  View: (706, 32, 724, 56)'\n",
      "'Video 33 Start Frame: 1683;  Dimensions: 11x297x293;  Points in Contour: 178;  Contour Area: 90;  Point Density in Contour Area: 0.32963;  View: (600, 64, 609, 74)'\n",
      "'Video 34 Start Frame: 1682;  Dimensions: 9x177x237;  Points in Contour: 188;  Contour Area: 156;  Point Density in Contour Area: 0.30128;  View: (14, 138, 27, 150)'\n",
      "'Video 35 Start Frame: 1680;  Dimensions: 31x369x477;  Points in Contour: 3391;  Contour Area: 2310;  Point Density in Contour Area: 0.05646;  View: (533, 18, 588, 60)'\n",
      "'Video 36 Start Frame: 1674;  Dimensions: 20x277x345;  Points in Contour: 1724;  Contour Area: 814;  Point Density in Contour Area: 0.1412;  View: (397, 0, 419, 37)'\n",
      "'Video 37 Start Frame: 1670;  Dimensions: 16x301x297;  Points in Contour: 211;  Contour Area: 110;  Point Density in Contour Area: 0.17438;  View: (1054, 68, 1064, 79)'\n",
      "'Video 38 Start Frame: 1667;  Dimensions: 8x301x309;  Points in Contour: 88;  Contour Area: 143;  Point Density in Contour Area: 0.20513;  View: (342, 105, 355, 116)'\n",
      "'Video 39 Start Frame: 1666;  Dimensions: 14x297x341;  Points in Contour: 490;  Contour Area: 210;  Point Density in Contour Area: 0.25926;  View: (718, 45, 739, 55)'\n",
      "'Video 40 Start Frame: 1665;  Dimensions: 9x221x293;  Points in Contour: 128;  Contour Area: 81;  Point Density in Contour Area: 0.39506;  View: (510, 14, 519, 23)'\n",
      "'Video 41 Start Frame: 1664;  Dimensions: 9x177x265;  Points in Contour: 399;  Contour Area: 348;  Point Density in Contour Area: 0.28664;  View: (5, 138, 34, 150)'\n",
      "'Video 42 Start Frame: 1652;  Dimensions: 9x293x305;  Points in Contour: 156;  Contour Area: 108;  Point Density in Contour Area: 0.36111;  View: (690, 86, 702, 95)'\n",
      "'Video 43 Start Frame: 1642;  Dimensions: 12x193x301;  Points in Contour: 162;  Contour Area: 176;  Point Density in Contour Area: 0.13149;  View: (735, 0, 746, 16)'\n",
      "'Video 44 Start Frame: 1640;  Dimensions: 9x317x301;  Points in Contour: 244;  Contour Area: 165;  Point Density in Contour Area: 0.3697;  View: (691, 67, 702, 82)'\n",
      "'Video 45 Start Frame: 1639;  Dimensions: 132x501x449;  Points in Contour: 8942;  Contour Area: 2928;  Point Density in Contour Area: 0.02405;  View: (718, 38, 766, 99)'\n",
      "'Video 46 Start Frame: 1639;  Dimensions: 9x177x265;  Points in Contour: 401;  Contour Area: 360;  Point Density in Contour Area: 0.27847;  View: (4, 138, 34, 150)'\n",
      "'Video 47 Start Frame: 1638;  Dimensions: 9x337x305;  Points in Contour: 191;  Contour Area: 252;  Point Density in Contour Area: 0.18948;  View: (117, 98, 129, 119)'\n",
      "'Video 48 Start Frame: 1636;  Dimensions: 20x297x313;  Points in Contour: 270;  Contour Area: 140;  Point Density in Contour Area: 0.12857;  View: (547, 84, 561, 94)'\n",
      "'Video 49 Start Frame: 1626;  Dimensions: 23x293x297;  Points in Contour: 222;  Contour Area: 90;  Point Density in Contour Area: 0.13704;  View: (1052, 71, 1062, 80)'\n",
      "'Video 50 Start Frame: 1625;  Dimensions: 15x297x297;  Points in Contour: 167;  Contour Area: 100;  Point Density in Contour Area: 0.167;  View: (567, 70, 577, 80)'\n",
      "'Video 51 Start Frame: 1624;  Dimensions: 9x313x321;  Points in Contour: 270;  Contour Area: 224;  Point Density in Contour Area: 0.30134;  View: (718, 40, 734, 54)'\n",
      "'Video 52 Start Frame: 1615;  Dimensions: 36x297x313;  Points in Contour: 384;  Contour Area: 140;  Point Density in Contour Area: 0.08848;  View: (895, 80, 909, 90)'\n",
      "'Video 53 Start Frame: 1610;  Dimensions: 9x301x297;  Points in Contour: 115;  Contour Area: 110;  Point Density in Contour Area: 0.26136;  View: (538, 82, 548, 93)'\n",
      "'Video 54 Start Frame: 1608;  Dimensions: 17x297x377;  Points in Contour: 856;  Contour Area: 300;  Point Density in Contour Area: 0.23778;  View: (564, 63, 594, 73)'\n",
      "'Video 55 Start Frame: 1607;  Dimensions: 12x293x297;  Points in Contour: 268;  Contour Area: 90;  Point Density in Contour Area: 0.4254;  View: (599, 62, 609, 71)'\n",
      "'Video 56 Start Frame: 1599;  Dimensions: 12x173x265;  Points in Contour: 564;  Contour Area: 209;  Point Density in Contour Area: 0.38551;  View: (15, 139, 34, 150)'\n",
      "'Video 57 Start Frame: 1597;  Dimensions: 82x233x473;  Points in Contour: 13869;  Contour Area: 1404;  Point Density in Contour Area: 0.12829;  View: (737, 0, 791, 26)'\n",
      "'Video 58 Start Frame: 1594;  Dimensions: 8x173x261;  Points in Contour: 244;  Contour Area: 198;  Point Density in Contour Area: 0.41077;  View: (15, 139, 33, 150)'\n",
      "'Video 59 Start Frame: 1588;  Dimensions: 45x365x313;  Points in Contour: 1576;  Contour Area: 378;  Point Density in Contour Area: 0.10423;  View: (737, 66, 751, 93)'\n",
      "'Video 60 Start Frame: 1588;  Dimensions: 9x177x277;  Points in Contour: 373;  Contour Area: 408;  Point Density in Contour Area: 0.22855;  View: (3, 138, 37, 150)'\n",
      "'Video 61 Start Frame: 1583;  Dimensions: 37x229x377;  Points in Contour: 2375;  Contour Area: 750;  Point Density in Contour Area: 0.09896;  View: (110, 0, 140, 25)'\n",
      "'Video 62 Start Frame: 1582;  Dimensions: 21x297x293;  Points in Contour: 237;  Contour Area: 90;  Point Density in Contour Area: 0.16458;  View: (567, 70, 576, 80)'\n",
      "'Video 63 Start Frame: 1581;  Dimensions: 17x309x293;  Points in Contour: 180;  Contour Area: 117;  Point Density in Contour Area: 0.12821;  View: (901, 77, 910, 90)'\n",
      "'Video 64 Start Frame: 1568;  Dimensions: 17x297x293;  Points in Contour: 123;  Contour Area: 90;  Point Density in Contour Area: 0.11389;  View: (901, 79, 910, 89)'\n",
      "'Video 65 Start Frame: 1567;  Dimensions: 55x481x361;  Points in Contour: 3875;  Contour Area: 1456;  Point Density in Contour Area: 0.05323;  View: (677, 39, 703, 95)'\n",
      "'Video 66 Start Frame: 1565;  Dimensions: 8x297x293;  Points in Contour: 65;  Contour Area: 90;  Point Density in Contour Area: 0.24074;  View: (357, 84, 366, 94)'\n",
      "'Video 67 Start Frame: 1561;  Dimensions: 11x349x517;  Points in Contour: 1256;  Contour Area: 1495;  Point Density in Contour Area: 0.14002;  View: (280, 72, 345, 95)'\n",
      "'Video 68 Start Frame: 1560;  Dimensions: 11x301x317;  Points in Contour: 318;  Contour Area: 165;  Point Density in Contour Area: 0.32121;  View: (708, 45, 723, 56)'\n",
      "'Video 69 Start Frame: 1556;  Dimensions: 10x309x325;  Points in Contour: 280;  Contour Area: 221;  Point Density in Contour Area: 0.25339;  View: (184, 63, 201, 76)'\n",
      "'Video 70 Start Frame: 1556;  Dimensions: 9x301x329;  Points in Contour: 217;  Contour Area: 198;  Point Density in Contour Area: 0.27399;  View: (163, 66, 181, 77)'\n",
      "'Video 71 Start Frame: 1551;  Dimensions: 12x413x353;  Points in Contour: 1753;  Contour Area: 936;  Point Density in Contour Area: 0.26755;  View: (123, 54, 147, 93)'\n",
      "'Video 72 Start Frame: 1543;  Dimensions: 13x177x273;  Points in Contour: 742;  Contour Area: 384;  Point Density in Contour Area: 0.24154;  View: (4, 138, 36, 150)'\n",
      "'Video 73 Start Frame: 1533;  Dimensions: 17x297x293;  Points in Contour: 212;  Contour Area: 90;  Point Density in Contour Area: 0.1963;  View: (1057, 69, 1066, 79)'\n",
      "'Video 74 Start Frame: 1531;  Dimensions: 10x213x305;  Points in Contour: 462;  Contour Area: 252;  Point Density in Contour Area: 0.36667;  View: (509, 0, 521, 21)'\n",
      "'Video 75 Start Frame: 1530;  Dimensions: 9x177x261;  Points in Contour: 446;  Contour Area: 336;  Point Density in Contour Area: 0.33185;  View: (5, 138, 33, 150)'\n",
      "'Video 76 Start Frame: 1517;  Dimensions: 72x245x801;  Points in Contour: 27851;  Contour Area: 3944;  Point Density in Contour Area: 0.1054;  View: (84, 0, 220, 29)'\n",
      "'Video 77 Start Frame: 1502;  Dimensions: 10x177x265;  Points in Contour: 438;  Contour Area: 360;  Point Density in Contour Area: 0.24333;  View: (4, 138, 34, 150)'\n",
      "'Video 78 Start Frame: 1491;  Dimensions: 11x381x293;  Points in Contour: 497;  Contour Area: 279;  Point Density in Contour Area: 0.29689;  View: (387, 34, 396, 65)'\n",
      "'Video 79 Start Frame: 1491;  Dimensions: 10x189x361;  Points in Contour: 285;  Contour Area: 260;  Point Density in Contour Area: 0.21923;  View: (804, 135, 830, 145)'\n",
      "'Video 80 Start Frame: 1490;  Dimensions: 34x349x293;  Points in Contour: 1218;  Contour Area: 207;  Point Density in Contour Area: 0.2029;  View: (387, 74, 396, 97)'\n",
      "'Video 81 Start Frame: 1488;  Dimensions: 12x381x333;  Points in Contour: 721;  Contour Area: 589;  Point Density in Contour Area: 0.17487;  View: (363, 66, 382, 97)'\n",
      "'Video 82 Start Frame: 1485;  Dimensions: 9x317x373;  Points in Contour: 549;  Contour Area: 435;  Point Density in Contour Area: 0.31552;  View: (287, 79, 316, 94)'\n",
      "'Video 83 Start Frame: 1477;  Dimensions: 84x417x385;  Points in Contour: 10795;  Contour Area: 1280;  Point Density in Contour Area: 0.10675;  View: (671, 58, 703, 98)'\n",
      "'Video 84 Start Frame: 1466;  Dimensions: 25x501x809;  Points in Contour: 10723;  Contour Area: 8418;  Point Density in Contour Area: 0.06369;  View: (114, 34, 252, 95)'\n",
      "'Video 85 Start Frame: 1464;  Dimensions: 46x301x385;  Points in Contour: 5532;  Contour Area: 1376;  Point Density in Contour Area: 0.09806;  View: (387, 0, 419, 43)'\n",
      "'Video 86 Start Frame: 1461;  Dimensions: 10x233x309;  Points in Contour: 493;  Contour Area: 338;  Point Density in Contour Area: 0.29172;  View: (405, 0, 418, 26)'\n",
      "'Video 87 Start Frame: 1459;  Dimensions: 13x297x445;  Points in Contour: 962;  Contour Area: 470;  Point Density in Contour Area: 0.25585;  View: (135, 69, 182, 79)'\n",
      "'Video 88 Start Frame: 1455;  Dimensions: 9x305x297;  Points in Contour: 132;  Contour Area: 120;  Point Density in Contour Area: 0.275;  View: (360, 58, 370, 70)'\n",
      "'Video 89 Start Frame: 1454;  Dimensions: 16x305x437;  Points in Contour: 943;  Contour Area: 540;  Point Density in Contour Area: 0.15875;  View: (50, 65, 95, 77)'\n",
      "'Video 90 Start Frame: 1452;  Dimensions: 34x341x481;  Points in Contour: 2792;  Contour Area: 1176;  Point Density in Contour Area: 0.08187;  View: (74, 95, 130, 116)'\n",
      "'Video 91 Start Frame: 1450;  Dimensions: 10x349x293;  Points in Contour: 152;  Contour Area: 207;  Point Density in Contour Area: 0.14686;  View: (111, 70, 120, 93)'\n",
      "'Video 92 Start Frame: 1448;  Dimensions: 29x277x345;  Points in Contour: 1319;  Contour Area: 814;  Point Density in Contour Area: 0.06752;  View: (388, 0, 410, 37)'\n",
      "'Video 93 Start Frame: 1448;  Dimensions: 11x301x453;  Points in Contour: 458;  Contour Area: 539;  Point Density in Contour Area: 0.14162;  View: (136, 68, 185, 79)'\n",
      "'Video 94 Start Frame: 1445;  Dimensions: 28x361x365;  Points in Contour: 3009;  Contour Area: 702;  Point Density in Contour Area: 0.18636;  View: (675, 70, 702, 96)'\n",
      "'Video 95 Start Frame: 1439;  Dimensions: 70x249x717;  Points in Contour: 19518;  Contour Area: 3450;  Point Density in Contour Area: 0.08704;  View: (99, 0, 214, 30)'\n",
      "'Video 96 Start Frame: 1439;  Dimensions: 8x313x325;  Points in Contour: 217;  Contour Area: 238;  Point Density in Contour Area: 0.30392;  View: (700, 42, 717, 56)'\n",
      "'Video 97 Start Frame: 1437;  Dimensions: 12x493x405;  Points in Contour: 2796;  Contour Area: 2183;  Point Density in Contour Area: 0.18297;  View: (113, 34, 150, 93)'\n",
      "'Video 98 Start Frame: 1436;  Dimensions: 12x289x357;  Points in Contour: 1489;  Contour Area: 1000;  Point Density in Contour Area: 0.21271;  View: (394, 0, 419, 40)'\n",
      "'Video 99 Start Frame: 1421;  Dimensions: 10x213x305;  Points in Contour: 138;  Contour Area: 192;  Point Density in Contour Area: 0.14375;  View: (118, 5, 130, 21)'\n",
      "'Video 100 Start Frame: 1410;  Dimensions: 20x305x385;  Points in Contour: 867;  Contour Area: 384;  Point Density in Contour Area: 0.15052;  View: (707, 44, 739, 56)'\n",
      "'Video 101 Start Frame: 1404;  Dimensions: 8x177x277;  Points in Contour: 341;  Contour Area: 408;  Point Density in Contour Area: 0.27859;  View: (3, 138, 37, 150)'\n",
      "'Video 102 Start Frame: 1403;  Dimensions: 76x345x317;  Points in Contour: 2465;  Contour Area: 330;  Point Density in Contour Area: 0.10521;  View: (737, 70, 752, 92)'\n",
      "'Video 103 Start Frame: 1400;  Dimensions: 8x313x305;  Points in Contour: 112;  Contour Area: 180;  Point Density in Contour Area: 0.20741;  View: (560, 31, 572, 46)'\n",
      "'Video 104 Start Frame: 1394;  Dimensions: 17x293x345;  Points in Contour: 400;  Contour Area: 198;  Point Density in Contour Area: 0.16835;  View: (718, 46, 740, 55)'\n",
      "'Video 105 Start Frame: 1391;  Dimensions: 10x285x341;  Points in Contour: 182;  Contour Area: 252;  Point Density in Contour Area: 0.14444;  View: (992, 27, 1013, 39)'\n",
      "'Video 106 Start Frame: 1391;  Dimensions: 9x169x265;  Points in Contour: 127;  Contour Area: 126;  Point Density in Contour Area: 0.25198;  View: (20, 140, 34, 149)'\n",
      "'Video 107 Start Frame: 1383;  Dimensions: 8x321x297;  Points in Contour: 259;  Contour Area: 160;  Point Density in Contour Area: 0.53958;  View: (387, 60, 397, 76)'\n",
      "'Video 108 Start Frame: 1377;  Dimensions: 11x301x401;  Points in Contour: 684;  Contour Area: 396;  Point Density in Contour Area: 0.28788;  View: (281, 84, 317, 95)'\n",
      "'Video 109 Start Frame: 1368;  Dimensions: 29x425x501;  Points in Contour: 6059;  Contour Area: 2562;  Point Density in Contour Area: 0.09854;  View: (321, 54, 382, 96)'\n",
      "'Video 110 Start Frame: 1367;  Dimensions: 8x309x349;  Points in Contour: 445;  Contour Area: 299;  Point Density in Contour Area: 0.4961;  View: (289, 82, 312, 95)'\n",
      "'Video 111 Start Frame: 1364;  Dimensions: 11x321x405;  Points in Contour: 732;  Contour Area: 592;  Point Density in Contour Area: 0.20608;  View: (221, 77, 258, 93)'\n",
      "'Video 112 Start Frame: 1353;  Dimensions: 38x469x349;  Points in Contour: 2945;  Contour Area: 1219;  Point Density in Contour Area: 0.07321;  View: (680, 43, 703, 96)'\n",
      "'Video 113 Start Frame: 1352;  Dimensions: 26x305x293;  Points in Contour: 281;  Contour Area: 108;  Point Density in Contour Area: 0.1239;  View: (567, 69, 576, 81)'\n",
      "'Video 114 Start Frame: 1339;  Dimensions: 17x405x341;  Points in Contour: 676;  Contour Area: 777;  Point Density in Contour Area: 0.0725;  View: (684, 44, 705, 81)'\n",
      "'Video 115 Start Frame: 1339;  Dimensions: 12x173x265;  Points in Contour: 426;  Contour Area: 209;  Point Density in Contour Area: 0.29118;  View: (15, 139, 34, 150)'\n",
      "'Video 116 Start Frame: 1337;  Dimensions: 17x181x377;  Points in Contour: 621;  Contour Area: 390;  Point Density in Contour Area: 0.13269;  View: (79, 0, 109, 13)'\n",
      "'Video 117 Start Frame: 1329;  Dimensions: 16x329x301;  Points in Contour: 321;  Contour Area: 198;  Point Density in Contour Area: 0.14738;  View: (737, 75, 748, 93)'\n",
      "'Video 118 Start Frame: 1328;  Dimensions: 20x293x301;  Points in Contour: 259;  Contour Area: 99;  Point Density in Contour Area: 0.17441;  View: (1055, 71, 1066, 80)'\n",
      "'Video 119 Start Frame: 1325;  Dimensions: 8x305x293;  Points in Contour: 88;  Contour Area: 108;  Point Density in Contour Area: 0.2716;  View: (353, 84, 362, 96)'\n",
      "'Video 120 Start Frame: 1324;  Dimensions: 14x177x265;  Points in Contour: 755;  Contour Area: 348;  Point Density in Contour Area: 0.24106;  View: (5, 138, 34, 150)'\n",
      "'Video 121 Start Frame: 1321;  Dimensions: 107x537x861;  Points in Contour: 69841;  Contour Area: 15402;  Point Density in Contour Area: 0.04446;  View: (80, 0, 231, 102)'\n",
      "'Video 122 Start Frame: 1319;  Dimensions: 14x501x417;  Points in Contour: 3559;  Contour Area: 2560;  Point Density in Contour Area: 0.15447;  View: (116, 29, 156, 93)'\n",
      "'Video 123 Start Frame: 1316;  Dimensions: 9x177x265;  Points in Contour: 470;  Contour Area: 324;  Point Density in Contour Area: 0.36265;  View: (7, 138, 34, 150)'\n",
      "'Video 124 Start Frame: 1307;  Dimensions: 33x445x393;  Points in Contour: 2874;  Contour Area: 1598;  Point Density in Contour Area: 0.06423;  View: (669, 50, 703, 97)'\n",
      "'Video 125 Start Frame: 1302;  Dimensions: 8x225x305;  Points in Contour: 136;  Contour Area: 144;  Point Density in Contour Area: 0.31481;  View: (807, 12, 819, 24)'\n",
      "'Video 126 Start Frame: 1293;  Dimensions: 21x313x297;  Points in Contour: 849;  Contour Area: 360;  Point Density in Contour Area: 0.1474;  View: (510, 10, 520, 46)'\n",
      "'Video 127 Start Frame: 1288;  Dimensions: 17x341x293;  Points in Contour: 382;  Contour Area: 189;  Point Density in Contour Area: 0.16843;  View: (693, 67, 702, 88)'\n",
      "'Video 128 Start Frame: 1288;  Dimensions: 11x337x321;  Points in Contour: 399;  Contour Area: 320;  Point Density in Contour Area: 0.20781;  View: (729, 35, 745, 55)'\n",
      "'Video 129 Start Frame: 1285;  Dimensions: 109x237x541;  Points in Contour: 15337;  Contour Area: 1917;  Point Density in Contour Area: 0.07693;  View: (710, 0, 781, 27)'\n",
      "'Video 130 Start Frame: 1278;  Dimensions: 12x337x321;  Points in Contour: 1448;  Contour Area: 832;  Point Density in Contour Area: 0.24863;  View: (510, 0, 526, 52)'\n",
      "'Video 131 Start Frame: 1273;  Dimensions: 47x345x301;  Points in Contour: 1274;  Contour Area: 242;  Point Density in Contour Area: 0.12534;  View: (738, 70, 749, 92)'\n",
      "'Video 132 Start Frame: 1271;  Dimensions: 12x349x293;  Points in Contour: 225;  Contour Area: 207;  Point Density in Contour Area: 0.15528;  View: (693, 52, 702, 75)'\n",
      "'Video 133 Start Frame: 1243;  Dimensions: 13x341x313;  Points in Contour: 421;  Contour Area: 294;  Point Density in Contour Area: 0.179;  View: (448, 44, 462, 65)'\n",
      "'Video 134 Start Frame: 1241;  Dimensions: 12x333x305;  Points in Contour: 430;  Contour Area: 228;  Point Density in Contour Area: 0.26942;  View: (450, 64, 462, 83)'\n",
      "'Video 135 Start Frame: 1237;  Dimensions: 41x341x345;  Points in Contour: 6774;  Contour Area: 1166;  Point Density in Contour Area: 0.16138;  View: (505, 0, 527, 53)'\n",
      "'Video 136 Start Frame: 1237;  Dimensions: 8x273x297;  Points in Contour: 166;  Contour Area: 100;  Point Density in Contour Area: 0.55333;  View: (736, 26, 746, 36)'\n",
      "'Video 137 Start Frame: 1236;  Dimensions: 26x301x301;  Points in Contour: 254;  Contour Area: 121;  Point Density in Contour Area: 0.09996;  View: (1053, 68, 1064, 79)'\n",
      "'Video 138 Start Frame: 1235;  Dimensions: 9x361x321;  Points in Contour: 473;  Contour Area: 416;  Point Density in Contour Area: 0.28425;  View: (353, 66, 369, 92)'\n",
      "'Video 139 Start Frame: 1234;  Dimensions: 8x293x341;  Points in Contour: 246;  Contour Area: 189;  Point Density in Contour Area: 0.43386;  View: (322, 86, 343, 95)'\n",
      "'Video 140 Start Frame: 1233;  Dimensions: 9x337x361;  Points in Contour: 659;  Contour Area: 520;  Point Density in Contour Area: 0.31683;  View: (282, 74, 308, 94)'\n",
      "'Video 141 Start Frame: 1227;  Dimensions: 14x437x549;  Points in Contour: 3014;  Contour Area: 3285;  Point Density in Contour Area: 0.10194;  View: (167, 50, 240, 95)'\n",
      "'Video 142 Start Frame: 1219;  Dimensions: 22x333x329;  Points in Contour: 1468;  Contour Area: 918;  Point Density in Contour Area: 0.09407;  View: (510, 0, 528, 51)'\n",
      "'Video 143 Start Frame: 1218;  Dimensions: 48x381x409;  Points in Contour: 3549;  Contour Area: 1254;  Point Density in Contour Area: 0.06582;  View: (707, 30, 745, 63)'\n",
      "'Video 144 Start Frame: 1201;  Dimensions: 40x373x445;  Points in Contour: 7078;  Contour Area: 2867;  Point Density in Contour Area: 0.07054;  View: (530, 0, 577, 61)'\n",
      "'Video 145 Start Frame: 1201;  Dimensions: 16x381x365;  Points in Contour: 1106;  Contour Area: 891;  Point Density in Contour Area: 0.11285;  View: (723, 30, 750, 63)'\n",
      "'Video 146 Start Frame: 1194;  Dimensions: 11x293x317;  Points in Contour: 320;  Contour Area: 270;  Point Density in Contour Area: 0.19753;  View: (718, 23, 733, 41)'\n",
      "'Video 147 Start Frame: 1190;  Dimensions: 11x361x293;  Points in Contour: 152;  Contour Area: 252;  Point Density in Contour Area: 0.10053;  View: (517, 30, 526, 58)'\n",
      "'Video 148 Start Frame: 1187;  Dimensions: 8x301x313;  Points in Contour: 124;  Contour Area: 210;  Point Density in Contour Area: 0.19683;  View: (558, 28, 572, 43)'\n",
      "'Video 149 Start Frame: 1185;  Dimensions: 12x305x313;  Points in Contour: 313;  Contour Area: 168;  Point Density in Contour Area: 0.26616;  View: (728, 36, 742, 48)'\n",
      "'Video 150 Start Frame: 1184;  Dimensions: 21x325x345;  Points in Contour: 1011;  Contour Area: 374;  Point Density in Contour Area: 0.16895;  View: (714, 39, 736, 56)'\n",
      "'Video 151 Start Frame: 1174;  Dimensions: 8x293x301;  Points in Contour: 75;  Contour Area: 99;  Point Density in Contour Area: 0.25253;  View: (723, 33, 734, 42)'\n",
      "'Video 152 Start Frame: 1172;  Dimensions: 11x309x313;  Points in Contour: 351;  Contour Area: 182;  Point Density in Contour Area: 0.32143;  View: (719, 42, 733, 55)'\n",
      "'Video 153 Start Frame: 1165;  Dimensions: 24x325x321;  Points in Contour: 2290;  Contour Area: 768;  Point Density in Contour Area: 0.15694;  View: (510, 1, 526, 49)'\n",
      "'Video 154 Start Frame: 1165;  Dimensions: 9x193x321;  Points in Contour: 113;  Contour Area: 144;  Point Density in Contour Area: 0.19618;  View: (572, 7, 588, 16)'\n",
      "'Video 155 Start Frame: 1160;  Dimensions: 9x341x345;  Points in Contour: 318;  Contour Area: 462;  Point Density in Contour Area: 0.17208;  View: (358, 70, 380, 91)'\n",
      "'Video 156 Start Frame: 1158;  Dimensions: 10x317x301;  Points in Contour: 162;  Contour Area: 165;  Point Density in Contour Area: 0.19636;  View: (533, 38, 544, 53)'\n",
      "'Video 157 Start Frame: 1156;  Dimensions: 11x361x469;  Points in Contour: 1628;  Contour Area: 1378;  Point Density in Contour Area: 0.1969;  View: (272, 68, 325, 94)'\n",
      "'Video 158 Start Frame: 1156;  Dimensions: 10x325x345;  Points in Contour: 454;  Contour Area: 374;  Point Density in Contour Area: 0.24278;  View: (216, 60, 238, 77)'\n",
      "'Video 159 Start Frame: 1153;  Dimensions: 21x253x381;  Points in Contour: 702;  Contour Area: 961;  Point Density in Contour Area: 0.04566;  View: (546, 0, 577, 31)'\n",
      "'Video 160 Start Frame: 1152;  Dimensions: 10x309x297;  Points in Contour: 486;  Contour Area: 420;  Point Density in Contour Area: 0.23143;  View: (510, 3, 520, 45)'\n",
      "'Video 161 Start Frame: 1150;  Dimensions: 27x317x337;  Points in Contour: 548;  Contour Area: 300;  Point Density in Contour Area: 0.08303;  View: (610, 83, 630, 98)'\n",
      "'Video 162 Start Frame: 1150;  Dimensions: 16x317x333;  Points in Contour: 302;  Contour Area: 285;  Point Density in Contour Area: 0.09633;  View: (70, 77, 89, 92)'\n",
      "'Video 163 Start Frame: 1147;  Dimensions: 15x437x425;  Points in Contour: 2533;  Contour Area: 1890;  Point Density in Contour Area: 0.13402;  View: (132, 48, 174, 93)'\n",
      "'Video 164 Start Frame: 1138;  Dimensions: 67x369x397;  Points in Contour: 5136;  Contour Area: 2100;  Point Density in Contour Area: 0.03945;  View: (532, 0, 567, 60)'\n",
      "'Video 165 Start Frame: 1138;  Dimensions: 8x329x341;  Points in Contour: 191;  Contour Area: 378;  Point Density in Contour Area: 0.16843;  View: (663, 43, 684, 61)'\n",
      "'Video 166 Start Frame: 1137;  Dimensions: 11x297x333;  Points in Contour: 439;  Contour Area: 570;  Point Density in Contour Area: 0.12836;  View: (533, 12, 552, 42)'\n",
      "'Video 167 Start Frame: 1135;  Dimensions: 9x301x317;  Points in Contour: 128;  Contour Area: 165;  Point Density in Contour Area: 0.19394;  View: (642, 70, 657, 81)'\n",
      "'Video 168 Start Frame: 1130;  Dimensions: 14x333x317;  Points in Contour: 990;  Contour Area: 585;  Point Density in Contour Area: 0.18803;  View: (510, 12, 525, 51)'\n",
      "'Video 169 Start Frame: 1130;  Dimensions: 12x329x353;  Points in Contour: 352;  Contour Area: 432;  Point Density in Contour Area: 0.1164;  View: (641, 79, 665, 97)'\n",
      "'Video 170 Start Frame: 1128;  Dimensions: 22x305x337;  Points in Contour: 452;  Contour Area: 240;  Point Density in Contour Area: 0.11078;  View: (622, 87, 642, 99)'\n",
      "'Video 171 Start Frame: 1126;  Dimensions: 11x333x381;  Points in Contour: 440;  Contour Area: 744;  Point Density in Contour Area: 0.09857;  View: (542, 27, 573, 51)'\n",
      "'Video 172 Start Frame: 1124;  Dimensions: 12x229x317;  Points in Contour: 194;  Contour Area: 150;  Point Density in Contour Area: 0.18476;  View: (745, 15, 760, 25)'\n",
      "'Video 173 Start Frame: 1123;  Dimensions: 16x361x333;  Points in Contour: 467;  Contour Area: 722;  Point Density in Contour Area: 0.0588;  View: (533, 20, 552, 58)'\n",
      "'Video 174 Start Frame: 1122;  Dimensions: 11x193x345;  Points in Contour: 275;  Contour Area: 352;  Point Density in Contour Area: 0.13021;  View: (532, 0, 554, 16)'\n",
      "'Video 175 Start Frame: 1120;  Dimensions: 10x297x313;  Points in Contour: 142;  Contour Area: 140;  Point Density in Contour Area: 0.20286;  View: (448, 82, 462, 92)'\n",
      "'Video 176 Start Frame: 1116;  Dimensions: 11x245x305;  Points in Contour: 204;  Contour Area: 168;  Point Density in Contour Area: 0.20238;  View: (514, 15, 526, 29)'\n",
      "'Video 177 Start Frame: 1115;  Dimensions: 17x333x321;  Points in Contour: 455;  Contour Area: 352;  Point Density in Contour Area: 0.10772;  View: (510, 29, 526, 51)'\n",
      "'Video 178 Start Frame: 1115;  Dimensions: 13x329x341;  Points in Contour: 456;  Contour Area: 378;  Point Density in Contour Area: 0.15079;  View: (355, 77, 376, 95)'\n",
      "'Video 179 Start Frame: 1114;  Dimensions: 11x321x341;  Points in Contour: 299;  Contour Area: 399;  Point Density in Contour Area: 0.1249;  View: (544, 29, 565, 48)'\n",
      "'Video 180 Start Frame: 1103;  Dimensions: 14x369x317;  Points in Contour: 1157;  Contour Area: 750;  Point Density in Contour Area: 0.17141;  View: (511, 10, 526, 60)'\n",
      "'Video 181 Start Frame: 1102;  Dimensions: 12x309x313;  Points in Contour: 251;  Contour Area: 182;  Point Density in Contour Area: 0.19702;  View: (367, 82, 381, 95)'\n",
      "'Video 182 Start Frame: 1101;  Dimensions: 12x369x377;  Points in Contour: 1202;  Contour Area: 960;  Point Density in Contour Area: 0.17887;  View: (684, 28, 714, 60)'\n",
      "'Video 183 Start Frame: 1100;  Dimensions: 9x277x297;  Points in Contour: 338;  Contour Area: 250;  Point Density in Contour Area: 0.338;  View: (510, 12, 520, 37)'\n",
      "'Video 184 Start Frame: 1098;  Dimensions: 11x189x405;  Points in Contour: 302;  Contour Area: 555;  Point Density in Contour Area: 0.09069;  View: (538, 0, 575, 15)'\n",
      "'Video 185 Start Frame: 1097;  Dimensions: 27x357x521;  Points in Contour: 3097;  Contour Area: 3762;  Point Density in Contour Area: 0.03742;  View: (532, 0, 598, 57)'\n",
      "'Video 186 Start Frame: 1096;  Dimensions: 13x445x689;  Points in Contour: 4732;  Contour Area: 5076;  Point Density in Contour Area: 0.11653;  View: (270, 48, 378, 95)'\n",
      "'Video 187 Start Frame: 1094;  Dimensions: 19x329x329;  Points in Contour: 518;  Contour Area: 324;  Point Density in Contour Area: 0.1142;  View: (613, 79, 631, 97)'\n",
      "'Video 188 Start Frame: 1091;  Dimensions: 15x401x525;  Points in Contour: 3355;  Contour Area: 2412;  Point Density in Contour Area: 0.1391;  View: (163, 59, 230, 95)'\n",
      "'Video 189 Start Frame: 1087;  Dimensions: 19x505x533;  Points in Contour: 11004;  Contour Area: 5037;  Point Density in Contour Area: 0.15605;  View: (113, 21, 182, 94)'\n",
      "'Video 190 Start Frame: 1077;  Dimensions: 8x289x293;  Points in Contour: 88;  Contour Area: 117;  Point Density in Contour Area: 0.25071;  View: (814, 27, 823, 40)'\n",
      "'Video 191 Start Frame: 1076;  Dimensions: 10x189x357;  Points in Contour: 207;  Contour Area: 375;  Point Density in Contour Area: 0.1104;  View: (541, 0, 566, 15)'\n",
      "'Video 192 Start Frame: 1074;  Dimensions: 12x297x293;  Points in Contour: 174;  Contour Area: 90;  Point Density in Contour Area: 0.27619;  View: (449, 83, 458, 93)'\n",
      "'Video 193 Start Frame: 1070;  Dimensions: 10x273x317;  Points in Contour: 263;  Contour Area: 315;  Point Density in Contour Area: 0.16698;  View: (511, 15, 526, 36)'\n",
      "'Video 194 Start Frame: 1066;  Dimensions: 9x309x313;  Points in Contour: 260;  Contour Area: 182;  Point Density in Contour Area: 0.35714;  View: (736, 35, 750, 48)'\n",
      "'Video 195 Start Frame: 1065;  Dimensions: 210x481x453;  Points in Contour: 27096;  Contour Area: 2744;  Point Density in Contour Area: 0.04817;  View: (732, 40, 781, 96)'\n",
      "'Video 196 Start Frame: 1065;  Dimensions: 12x321x305;  Points in Contour: 238;  Contour Area: 192;  Point Density in Contour Area: 0.17708;  View: (596, 48, 608, 64)'\n",
      "'Video 197 Start Frame: 1065;  Dimensions: 11x305x317;  Points in Contour: 266;  Contour Area: 180;  Point Density in Contour Area: 0.2463;  View: (732, 48, 747, 60)'\n",
      "'Video 198 Start Frame: 1064;  Dimensions: 41x365x429;  Points in Contour: 3235;  Contour Area: 2537;  Point Density in Contour Area: 0.03542;  View: (533, 0, 576, 59)'\n",
      "'Video 199 Start Frame: 1059;  Dimensions: 12x177x273;  Points in Contour: 653;  Contour Area: 396;  Point Density in Contour Area: 0.23557;  View: (3, 138, 36, 150)'\n",
      "'Video 200 Start Frame: 1052;  Dimensions: 12x305x313;  Points in Contour: 239;  Contour Area: 168;  Point Density in Contour Area: 0.20323;  View: (595, 52, 609, 64)'\n",
      "'Video 201 Start Frame: 1051;  Dimensions: 207x505x589;  Points in Contour: 37168;  Contour Area: 7802;  Point Density in Contour Area: 0.02358;  View: (89, 0, 172, 94)'\n",
      "'Video 202 Start Frame: 1050;  Dimensions: 9x369x325;  Points in Contour: 690;  Contour Area: 476;  Point Density in Contour Area: 0.36239;  View: (115, 66, 132, 94)'\n",
      "'Video 203 Start Frame: 1049;  Dimensions: 10x293x313;  Points in Contour: 162;  Contour Area: 126;  Point Density in Contour Area: 0.25714;  View: (1053, 70, 1067, 79)'\n",
      "'Video 204 Start Frame: 1048;  Dimensions: 16x305x369;  Points in Contour: 456;  Contour Area: 336;  Point Density in Contour Area: 0.12338;  View: (712, 43, 740, 55)'\n",
      "'Video 205 Start Frame: 1046;  Dimensions: 10x269x313;  Points in Contour: 181;  Contour Area: 126;  Point Density in Contour Area: 0.2873;  View: (754, 26, 768, 35)'\n",
      "'Video 206 Start Frame: 1041;  Dimensions: 16x333x309;  Points in Contour: 379;  Contour Area: 247;  Point Density in Contour Area: 0.13949;  View: (449, 74, 462, 93)'\n",
      "'Video 207 Start Frame: 1040;  Dimensions: 16x165x317;  Points in Contour: 256;  Contour Area: 135;  Point Density in Contour Area: 0.17239;  View: (509, 0, 524, 9)'\n",
      "'Video 208 Start Frame: 1037;  Dimensions: 90x285x733;  Points in Contour: 35368;  Contour Area: 4641;  Point Density in Contour Area: 0.08966;  View: (723, 0, 842, 39)'\n",
      "'Video 209 Start Frame: 1036;  Dimensions: 34x329x317;  Points in Contour: 1576;  Contour Area: 645;  Point Density in Contour Area: 0.08426;  View: (511, 7, 526, 50)'\n",
      "'Video 210 Start Frame: 1035;  Dimensions: 13x309x321;  Points in Contour: 405;  Contour Area: 208;  Point Density in Contour Area: 0.24339;  View: (709, 43, 725, 56)'\n",
      "'Video 211 Start Frame: 1031;  Dimensions: 16x293x293;  Points in Contour: 222;  Contour Area: 81;  Point Density in Contour Area: 0.24916;  View: (1053, 70, 1062, 79)'\n",
      "'Video 212 Start Frame: 1029;  Dimensions: 12x377x361;  Points in Contour: 1007;  Contour Area: 884;  Point Density in Contour Area: 0.16273;  View: (687, 28, 713, 62)'\n",
      "'Video 213 Start Frame: 1023;  Dimensions: 11x169x321;  Points in Contour: 165;  Contour Area: 160;  Point Density in Contour Area: 0.17188;  View: (539, 0, 555, 10)'\n",
      "'Video 214 Start Frame: 1021;  Dimensions: 13x233x313;  Points in Contour: 356;  Contour Area: 364;  Point Density in Contour Area: 0.12225;  View: (532, 0, 546, 26)'\n",
      "'Video 215 Start Frame: 1017;  Dimensions: 40x377x301;  Points in Contour: 1686;  Contour Area: 330;  Point Density in Contour Area: 0.14597;  View: (738, 63, 749, 93)'\n",
      "'Video 216 Start Frame: 1017;  Dimensions: 15x309x297;  Points in Contour: 184;  Contour Area: 130;  Point Density in Contour Area: 0.14154;  View: (1052, 66, 1062, 79)'\n",
      "'Video 217 Start Frame: 1011;  Dimensions: 8x253x305;  Points in Contour: 210;  Contour Area: 120;  Point Density in Contour Area: 0.58333;  View: (1030, 21, 1042, 31)'\n",
      "'Video 218 Start Frame: 1008;  Dimensions: 9x293x309;  Points in Contour: 81;  Contour Area: 117;  Point Density in Contour Area: 0.17308;  View: (79, 78, 92, 87)'\n",
      "'Video 219 Start Frame: 1007;  Dimensions: 8x341x297;  Points in Contour: 179;  Contour Area: 210;  Point Density in Contour Area: 0.28413;  View: (328, 73, 338, 94)'\n",
      "'Video 220 Start Frame: 982;  Dimensions: 53x297x365;  Points in Contour: 5215;  Contour Area: 1134;  Point Density in Contour Area: 0.09581;  View: (392, 0, 419, 42)'\n",
      "'Video 221 Start Frame: 975;  Dimensions: 12x217x317;  Points in Contour: 218;  Contour Area: 255;  Point Density in Contour Area: 0.12213;  View: (398, 5, 413, 22)'\n",
      "'Video 222 Start Frame: 972;  Dimensions: 12x301x345;  Points in Contour: 233;  Contour Area: 242;  Point Density in Contour Area: 0.13754;  View: (136, 68, 158, 79)'\n",
      "'Video 223 Start Frame: 966;  Dimensions: 9x289x305;  Points in Contour: 319;  Contour Area: 264;  Point Density in Contour Area: 0.30208;  View: (510, 18, 522, 40)'\n",
      "'Video 224 Start Frame: 962;  Dimensions: 10x293x309;  Points in Contour: 92;  Contour Area: 117;  Point Density in Contour Area: 0.15726;  View: (1042, 82, 1055, 91)'\n",
      "'Video 225 Start Frame: 960;  Dimensions: 8x305x293;  Points in Contour: 76;  Contour Area: 108;  Point Density in Contour Area: 0.23457;  View: (612, 35, 621, 47)'\n",
      "'Video 226 Start Frame: 953;  Dimensions: 82x497x477;  Points in Contour: 12942;  Contour Area: 3300;  Point Density in Contour Area: 0.05093;  View: (663, 39, 718, 99)'\n",
      "'Video 227 Start Frame: 953;  Dimensions: 27x277x341;  Points in Contour: 2002;  Contour Area: 777;  Point Density in Contour Area: 0.11712;  View: (397, 0, 418, 37)'\n",
      "'Video 228 Start Frame: 952;  Dimensions: 9x317x293;  Points in Contour: 193;  Contour Area: 135;  Point Density in Contour Area: 0.35741;  View: (693, 66, 702, 81)'\n",
      "'Video 229 Start Frame: 948;  Dimensions: 23x489x605;  Points in Contour: 5191;  Contour Area: 5046;  Point Density in Contour Area: 0.05715;  View: (271, 36, 358, 94)'\n",
      "'Video 230 Start Frame: 947;  Dimensions: 10x301x321;  Points in Contour: 246;  Contour Area: 176;  Point Density in Contour Area: 0.27955;  View: (702, 45, 718, 56)'\n",
      "'Video 231 Start Frame: 943;  Dimensions: 9x233x293;  Points in Contour: 113;  Contour Area: 126;  Point Density in Contour Area: 0.22421;  View: (106, 12, 115, 26)'\n",
      "'Video 232 Start Frame: 939;  Dimensions: 15x501x437;  Points in Contour: 5545;  Contour Area: 4050;  Point Density in Contour Area: 0.13691;  View: (128, 3, 173, 93)'\n",
      "'Video 233 Start Frame: 927;  Dimensions: 9x301x305;  Points in Contour: 173;  Contour Area: 156;  Point Density in Contour Area: 0.27724;  View: (711, 30, 723, 43)'\n",
      "'Video 234 Start Frame: 924;  Dimensions: 15x325x377;  Points in Contour: 1471;  Contour Area: 1380;  Point Density in Contour Area: 0.10659;  View: (343, 3, 373, 49)'\n",
      "'Video 235 Start Frame: 922;  Dimensions: 13x341x365;  Points in Contour: 722;  Contour Area: 567;  Point Density in Contour Area: 0.15917;  View: (697, 35, 724, 56)'\n",
      "'Video 236 Start Frame: 916;  Dimensions: 28x517x525;  Points in Contour: 5715;  Contour Area: 6499;  Point Density in Contour Area: 0.03823;  View: (305, 0, 372, 97)'\n",
      "'Video 237 Start Frame: 913;  Dimensions: 9x357x493;  Points in Contour: 1757;  Contour Area: 1475;  Point Density in Contour Area: 0.2978;  View: (267, 70, 326, 95)'\n",
      "'Video 238 Start Frame: 912;  Dimensions: 8x297x313;  Points in Contour: 143;  Contour Area: 140;  Point Density in Contour Area: 0.34048;  View: (245, 83, 259, 93)'\n",
      "'Video 239 Start Frame: 908;  Dimensions: 10x333x325;  Points in Contour: 448;  Contour Area: 323;  Point Density in Contour Area: 0.2774;  View: (685, 70, 702, 89)'\n",
      "'Video 240 Start Frame: 904;  Dimensions: 11x177x317;  Points in Contour: 233;  Contour Area: 150;  Point Density in Contour Area: 0.25889;  View: (1017, 2, 1032, 12)'\n",
      "'Video 241 Start Frame: 895;  Dimensions: 16x353x389;  Points in Contour: 1149;  Contour Area: 825;  Point Density in Contour Area: 0.12661;  View: (696, 31, 729, 56)'\n",
      "'Video 242 Start Frame: 894;  Dimensions: 24x297x297;  Points in Contour: 231;  Contour Area: 100;  Point Density in Contour Area: 0.12158;  View: (567, 70, 577, 80)'\n",
      "'Video 243 Start Frame: 891;  Dimensions: 31x317x301;  Points in Contour: 408;  Contour Area: 165;  Point Density in Contour Area: 0.0951;  View: (1053, 64, 1064, 79)'\n",
      "'Video 244 Start Frame: 890;  Dimensions: 10x353x309;  Points in Contour: 307;  Contour Area: 312;  Point Density in Contour Area: 0.19679;  View: (689, 67, 702, 91)'\n",
      "'Video 245 Start Frame: 882;  Dimensions: 17x441x357;  Points in Contour: 1311;  Contour Area: 1150;  Point Density in Contour Area: 0.095;  View: (351, 51, 376, 97)'\n",
      "'Video 246 Start Frame: 881;  Dimensions: 15x297x293;  Points in Contour: 132;  Contour Area: 90;  Point Density in Contour Area: 0.14667;  View: (565, 70, 574, 80)'\n",
      "'Video 247 Start Frame: 875;  Dimensions: 18x301x297;  Points in Contour: 216;  Contour Area: 110;  Point Density in Contour Area: 0.15105;  View: (1053, 68, 1063, 79)'\n",
      "'Video 248 Start Frame: 869;  Dimensions: 13x321x333;  Points in Contour: 571;  Contour Area: 304;  Point Density in Contour Area: 0.23479;  View: (711, 40, 730, 56)'\n",
      "'Video 249 Start Frame: 868;  Dimensions: 137x509x801;  Points in Contour: 38654;  Contour Area: 12920;  Point Density in Contour Area: 0.02267;  View: (78, 0, 214, 95)'\n",
      "'Video 250 Start Frame: 867;  Dimensions: 9x297x305;  Points in Contour: 203;  Contour Area: 120;  Point Density in Contour Area: 0.42292;  View: (82, 78, 94, 88)'\n",
      "'Video 251 Start Frame: 847;  Dimensions: 13x277x321;  Points in Contour: 218;  Contour Area: 336;  Point Density in Contour Area: 0.0811;  View: (813, 16, 829, 37)'\n",
      "'Video 252 Start Frame: 847;  Dimensions: 11x293x297;  Points in Contour: 92;  Contour Area: 90;  Point Density in Contour Area: 0.17037;  View: (827, 40, 837, 49)'\n",
      "'Video 253 Start Frame: 835;  Dimensions: 25x357x345;  Points in Contour: 832;  Contour Area: 550;  Point Density in Contour Area: 0.07564;  View: (816, 34, 838, 59)'\n",
      "'Video 254 Start Frame: 834;  Dimensions: 16x297x293;  Points in Contour: 162;  Contour Area: 90;  Point Density in Contour Area: 0.16364;  View: (901, 74, 910, 84)'\n",
      "'Video 255 Start Frame: 832;  Dimensions: 30x385x353;  Points in Contour: 1624;  Contour Area: 768;  Point Density in Contour Area: 0.08458;  View: (679, 55, 703, 87)'\n",
      "'Video 256 Start Frame: 827;  Dimensions: 13x309x305;  Points in Contour: 117;  Contour Area: 156;  Point Density in Contour Area: 0.09375;  View: (815, 35, 827, 48)'\n",
      "'Video 257 Start Frame: 827;  Dimensions: 12x309x309;  Points in Contour: 124;  Contour Area: 169;  Point Density in Contour Area: 0.10482;  View: (813, 44, 826, 57)'\n",
      "'Video 258 Start Frame: 825;  Dimensions: 13x309x317;  Points in Contour: 297;  Contour Area: 195;  Point Density in Contour Area: 0.19038;  View: (703, 43, 718, 56)'\n",
      "'Video 259 Start Frame: 822;  Dimensions: 17x345x365;  Points in Contour: 739;  Contour Area: 594;  Point Density in Contour Area: 0.10368;  View: (591, 42, 618, 64)'\n",
      "'Video 260 Start Frame: 820;  Dimensions: 17x229x345;  Points in Contour: 354;  Contour Area: 462;  Point Density in Contour Area: 0.06385;  View: (734, 4, 756, 25)'\n",
      "'Video 261 Start Frame: 813;  Dimensions: 8x293x305;  Points in Contour: 123;  Contour Area: 108;  Point Density in Contour Area: 0.37963;  View: (51, 80, 63, 89)'\n",
      "'Video 262 Start Frame: 811;  Dimensions: 13x193x309;  Points in Contour: 161;  Contour Area: 130;  Point Density in Contour Area: 0.15481;  View: (102, 6, 115, 16)'\n",
      "'Video 263 Start Frame: 809;  Dimensions: 20x297x297;  Points in Contour: 256;  Contour Area: 100;  Point Density in Contour Area: 0.17067;  View: (567, 70, 577, 80)'\n",
      "'Video 264 Start Frame: 807;  Dimensions: 13x305x297;  Points in Contour: 79;  Contour Area: 120;  Point Density in Contour Area: 0.08229;  View: (490, 60, 500, 72)'\n",
      "'Video 265 Start Frame: 806;  Dimensions: 12x361x317;  Points in Contour: 446;  Contour Area: 390;  Point Density in Contour Area: 0.16337;  View: (692, 46, 707, 72)'\n",
      "'Video 266 Start Frame: 799;  Dimensions: 33x377x365;  Points in Contour: 1230;  Contour Area: 810;  Point Density in Contour Area: 0.05423;  View: (812, 33, 839, 63)'\n",
      "'Video 267 Start Frame: 798;  Dimensions: 10x177x265;  Points in Contour: 557;  Contour Area: 336;  Point Density in Contour Area: 0.33155;  View: (6, 138, 34, 150)'\n",
      "'Video 268 Start Frame: 797;  Dimensions: 9x309x297;  Points in Contour: 117;  Contour Area: 130;  Point Density in Contour Area: 0.225;  View: (611, 45, 621, 58)'\n",
      "'Video 269 Start Frame: 796;  Dimensions: 163x369x345;  Points in Contour: 8948;  Contour Area: 616;  Point Density in Contour Area: 0.09194;  View: (737, 64, 759, 92)'\n",
      "'Video 270 Start Frame: 796;  Dimensions: 20x297x297;  Points in Contour: 230;  Contour Area: 100;  Point Density in Contour Area: 0.15333;  View: (512, 65, 522, 75)'\n",
      "'Video 271 Start Frame: 795;  Dimensions: 40x489x609;  Points in Contour: 11527;  Contour Area: 5104;  Point Density in Contour Area: 0.06453;  View: (281, 38, 369, 96)'\n",
      "'Video 272 Start Frame: 793;  Dimensions: 10x213x293;  Points in Contour: 114;  Contour Area: 90;  Point Density in Contour Area: 0.25333;  View: (820, 11, 829, 21)'\n",
      "'Video 273 Start Frame: 793;  Dimensions: 8x317x321;  Points in Contour: 283;  Contour Area: 240;  Point Density in Contour Area: 0.39306;  View: (243, 78, 259, 93)'\n",
      "'Video 274 Start Frame: 791;  Dimensions: 13x341x381;  Points in Contour: 962;  Contour Area: 651;  Point Density in Contour Area: 0.18472;  View: (186, 74, 217, 95)'\n",
      "'Video 275 Start Frame: 790;  Dimensions: 16x313x301;  Points in Contour: 221;  Contour Area: 154;  Point Density in Contour Area: 0.13046;  View: (564, 66, 575, 80)'\n",
      "'Video 276 Start Frame: 787;  Dimensions: 11x289x317;  Points in Contour: 342;  Contour Area: 225;  Point Density in Contour Area: 0.25333;  View: (956, 25, 971, 40)'\n",
      "'Video 277 Start Frame: 786;  Dimensions: 17x313x313;  Points in Contour: 245;  Contour Area: 196;  Point Density in Contour Area: 0.10417;  View: (822, 39, 836, 53)'\n",
      "'Video 278 Start Frame: 786;  Dimensions: 14x353x457;  Points in Contour: 1331;  Contour Area: 1750;  Point Density in Contour Area: 0.08451;  View: (607, 21, 657, 56)'\n",
      "'Video 279 Start Frame: 786;  Dimensions: 10x177x265;  Points in Contour: 537;  Contour Area: 360;  Point Density in Contour Area: 0.29833;  View: (4, 138, 34, 150)'\n",
      "'Video 280 Start Frame: 785;  Dimensions: 19x509x521;  Points in Contour: 12426;  Contour Area: 4488;  Point Density in Contour Area: 0.19777;  View: (101, 27, 167, 95)'\n",
      "'Video 281 Start Frame: 785;  Dimensions: 10x305x297;  Points in Contour: 137;  Contour Area: 120;  Point Density in Contour Area: 0.22833;  View: (824, 51, 834, 63)'\n",
      "'Video 282 Start Frame: 785;  Dimensions: 8x293x309;  Points in Contour: 151;  Contour Area: 117;  Point Density in Contour Area: 0.4302;  View: (67, 56, 80, 65)'\n",
      "'Video 283 Start Frame: 783;  Dimensions: 8x173x313;  Points in Contour: 104;  Contour Area: 154;  Point Density in Contour Area: 0.22511;  View: (820, 0, 834, 11)'\n",
      "'Video 284 Start Frame: 781;  Dimensions: 11x301x297;  Points in Contour: 185;  Contour Area: 210;  Point Density in Contour Area: 0.14683;  View: (816, 22, 826, 43)'\n",
      "'Video 285 Start Frame: 780;  Dimensions: 11x229x321;  Points in Contour: 188;  Contour Area: 224;  Point Density in Contour Area: 0.13988;  View: (817, 11, 833, 25)'\n",
      "'Video 286 Start Frame: 777;  Dimensions: 13x333x317;  Points in Contour: 385;  Contour Area: 285;  Point Density in Contour Area: 0.16886;  View: (817, 38, 832, 57)'\n",
      "'Video 287 Start Frame: 775;  Dimensions: 28x313x297;  Points in Contour: 368;  Contour Area: 140;  Point Density in Contour Area: 0.11429;  View: (1052, 65, 1062, 79)'\n",
      "'Video 288 Start Frame: 771;  Dimensions: 14x257x357;  Points in Contour: 674;  Contour Area: 550;  Point Density in Contour Area: 0.13616;  View: (806, 10, 831, 32)'\n",
      "'Video 289 Start Frame: 771;  Dimensions: 8x341x381;  Points in Contour: 279;  Contour Area: 713;  Point Density in Contour Area: 0.13043;  View: (98, 97, 129, 120)'\n",
      "'Video 290 Start Frame: 766;  Dimensions: 9x317x293;  Points in Contour: 197;  Contour Area: 135;  Point Density in Contour Area: 0.36481;  View: (387, 61, 396, 76)'\n",
      "'Video 291 Start Frame: 763;  Dimensions: 10x345x409;  Points in Contour: 401;  Contour Area: 912;  Point Density in Contour Area: 0.08794;  View: (96, 96, 134, 120)'\n",
      "'Video 292 Start Frame: 762;  Dimensions: 10x357x333;  Points in Contour: 494;  Contour Area: 475;  Point Density in Contour Area: 0.208;  View: (319, 69, 338, 94)'\n",
      "'Video 293 Start Frame: 760;  Dimensions: 10x321x341;  Points in Contour: 313;  Contour Area: 336;  Point Density in Contour Area: 0.18631;  View: (703, 40, 724, 56)'\n",
      "'Video 294 Start Frame: 759;  Dimensions: 19x301x297;  Points in Contour: 189;  Contour Area: 110;  Point Density in Contour Area: 0.12273;  View: (565, 68, 575, 79)'\n",
      "'Video 295 Start Frame: 759;  Dimensions: 12x333x377;  Points in Contour: 964;  Contour Area: 570;  Point Density in Contour Area: 0.2416;  View: (280, 76, 310, 95)'\n",
      "'Video 296 Start Frame: 758;  Dimensions: 13x301x329;  Points in Contour: 308;  Contour Area: 198;  Point Density in Contour Area: 0.19444;  View: (428, 38, 446, 49)'\n",
      "'Video 297 Start Frame: 757;  Dimensions: 8x257x301;  Points in Contour: 88;  Contour Area: 99;  Point Density in Contour Area: 0.2963;  View: (803, 23, 814, 32)'\n",
      "'Video 298 Start Frame: 751;  Dimensions: 17x481x417;  Points in Contour: 3820;  Contour Area: 2240;  Point Density in Contour Area: 0.14211;  View: (129, 37, 169, 93)'\n",
      "'Video 299 Start Frame: 751;  Dimensions: 10x165x301;  Points in Contour: 108;  Contour Area: 99;  Point Density in Contour Area: 0.21818;  View: (731, 0, 742, 9)'\n",
      "'Video 300 Start Frame: 747;  Dimensions: 15x345x441;  Points in Contour: 1594;  Contour Area: 1058;  Point Density in Contour Area: 0.15066;  View: (84, 96, 130, 119)'\n",
      "'Video 301 Start Frame: 746;  Dimensions: 13x457x329;  Points in Contour: 1274;  Contour Area: 900;  Point Density in Contour Area: 0.17694;  View: (112, 43, 130, 93)'\n",
      "'Video 302 Start Frame: 746;  Dimensions: 12x365x333;  Points in Contour: 325;  Contour Area: 513;  Point Density in Contour Area: 0.0905;  View: (825, 32, 844, 59)'\n",
      "'Video 303 Start Frame: 742;  Dimensions: 38x381x381;  Points in Contour: 1823;  Contour Area: 1023;  Point Density in Contour Area: 0.054;  View: (810, 30, 841, 63)'\n",
      "'Video 304 Start Frame: 737;  Dimensions: 11x325x345;  Points in Contour: 285;  Contour Area: 374;  Point Density in Contour Area: 0.12701;  View: (804, 35, 826, 52)'\n",
      "'Video 305 Start Frame: 733;  Dimensions: 13x361x361;  Points in Contour: 632;  Contour Area: 676;  Point Density in Contour Area: 0.11686;  View: (87, 65, 113, 91)'\n",
      "'Video 306 Start Frame: 730;  Dimensions: 19x305x293;  Points in Contour: 167;  Contour Area: 108;  Point Density in Contour Area: 0.11045;  View: (1053, 67, 1062, 79)'\n",
      "'Video 307 Start Frame: 728;  Dimensions: 23x213x369;  Points in Contour: 878;  Contour Area: 588;  Point Density in Contour Area: 0.08296;  View: (723, 0, 751, 21)'\n",
      "'Video 308 Start Frame: 726;  Dimensions: 46x297x293;  Points in Contour: 627;  Contour Area: 90;  Point Density in Contour Area: 0.16992;  View: (901, 79, 910, 89)'\n",
      "'Video 309 Start Frame: 724;  Dimensions: 10x249x321;  Points in Contour: 339;  Contour Area: 480;  Point Density in Contour Area: 0.14125;  View: (851, 0, 867, 30)'\n",
      "'Video 310 Start Frame: 722;  Dimensions: 17x333x317;  Points in Contour: 515;  Contour Area: 285;  Point Density in Contour Area: 0.15058;  View: (927, 62, 942, 81)'\n",
      "'Video 311 Start Frame: 720;  Dimensions: 94x237x485;  Points in Contour: 20563;  Contour Area: 1539;  Point Density in Contour Area: 0.15013;  View: (721, 0, 778, 27)'\n",
      "'Video 312 Start Frame: 716;  Dimensions: 113x241x517;  Points in Contour: 20118;  Contour Area: 1820;  Point Density in Contour Area: 0.10235;  View: (80, 0, 145, 28)'\n",
      "'Video 313 Start Frame: 716;  Dimensions: 17x301x501;  Points in Contour: 622;  Contour Area: 671;  Point Density in Contour Area: 0.07725;  View: (138, 68, 199, 79)'\n",
      "'Video 314 Start Frame: 714;  Dimensions: 14x265x313;  Points in Contour: 351;  Contour Area: 294;  Point Density in Contour Area: 0.13265;  View: (832, 13, 846, 34)'\n",
      "'Video 315 Start Frame: 712;  Dimensions: 31x321x297;  Points in Contour: 584;  Contour Area: 160;  Point Density in Contour Area: 0.14038;  View: (387, 61, 397, 77)'\n",
      "'Video 316 Start Frame: 711;  Dimensions: 37x381x353;  Points in Contour: 1949;  Contour Area: 1392;  Point Density in Contour Area: 0.04375;  View: (825, 5, 849, 63)'\n",
      "'Video 317 Start Frame: 711;  Dimensions: 14x337x317;  Points in Contour: 336;  Contour Area: 300;  Point Density in Contour Area: 0.12444;  View: (933, 53, 948, 73)'\n",
      "'Video 318 Start Frame: 708;  Dimensions: 8x301x429;  Points in Contour: 372;  Contour Area: 473;  Point Density in Contour Area: 0.26216;  View: (136, 68, 179, 79)'\n",
      "'Video 319 Start Frame: 707;  Dimensions: 26x357x381;  Points in Contour: 1172;  Contour Area: 775;  Point Density in Contour Area: 0.07201;  View: (82, 67, 113, 92)'\n",
      "'Video 320 Start Frame: 702;  Dimensions: 55x273x593;  Points in Contour: 18052;  Contour Area: 3024;  Point Density in Contour Area: 0.11939;  View: (299, 0, 383, 36)'\n",
      "'Video 321 Start Frame: 698;  Dimensions: 16x329x469;  Points in Contour: 995;  Contour Area: 954;  Point Density in Contour Area: 0.09482;  View: (42, 66, 95, 84)'\n",
      "'Video 322 Start Frame: 697;  Dimensions: 28x301x313;  Points in Contour: 421;  Contour Area: 154;  Point Density in Contour Area: 0.11886;  View: (896, 80, 910, 91)'\n",
      "'Video 323 Start Frame: 695;  Dimensions: 12x333x313;  Points in Contour: 351;  Contour Area: 266;  Point Density in Contour Area: 0.18851;  View: (927, 60, 941, 79)'\n",
      "'Video 324 Start Frame: 694;  Dimensions: 19x361x345;  Points in Contour: 596;  Contour Area: 572;  Point Density in Contour Area: 0.07443;  View: (821, 37, 843, 63)'\n",
      "'Video 325 Start Frame: 692;  Dimensions: 28x297x301;  Points in Contour: 363;  Contour Area: 110;  Point Density in Contour Area: 0.14348;  View: (566, 70, 577, 80)'\n",
      "'Video 326 Start Frame: 692;  Dimensions: 10x273x337;  Points in Contour: 282;  Contour Area: 620;  Point Density in Contour Area: 0.09097;  View: (388, 5, 408, 36)'\n",
      "'Video 327 Start Frame: 691;  Dimensions: 10x301x337;  Points in Contour: 227;  Contour Area: 220;  Point Density in Contour Area: 0.20636;  View: (597, 70, 617, 81)'\n",
      "'Video 328 Start Frame: 688;  Dimensions: 9x173x309;  Points in Contour: 94;  Contour Area: 143;  Point Density in Contour Area: 0.16434;  View: (367, 0, 380, 11)'\n",
      "'Video 329 Start Frame: 687;  Dimensions: 23x333x401;  Points in Contour: 1753;  Contour Area: 684;  Point Density in Contour Area: 0.14238;  View: (599, 79, 635, 98)'\n",
      "'Video 330 Start Frame: 687;  Dimensions: 17x357x389;  Points in Contour: 659;  Contour Area: 1023;  Point Density in Contour Area: 0.05368;  View: (790, 26, 823, 57)'\n",
      "'Video 331 Start Frame: 687;  Dimensions: 10x305x317;  Points in Contour: 87;  Contour Area: 180;  Point Density in Contour Area: 0.09667;  View: (826, 51, 841, 63)'\n",
      "'Video 332 Start Frame: 684;  Dimensions: 88x309x389;  Points in Contour: 29502;  Contour Area: 1485;  Point Density in Contour Area: 0.23936;  View: (387, 0, 420, 45)'\n",
      "'Video 333 Start Frame: 684;  Dimensions: 67x289x325;  Points in Contour: 4742;  Contour Area: 680;  Point Density in Contour Area: 0.11248;  View: (427, 0, 444, 40)'\n",
      "'Video 334 Start Frame: 680;  Dimensions: 15x349x313;  Points in Contour: 503;  Contour Area: 322;  Point Density in Contour Area: 0.15621;  View: (927, 62, 941, 85)'\n",
      "'Video 335 Start Frame: 679;  Dimensions: 14x469x381;  Points in Contour: 573;  Contour Area: 1643;  Point Density in Contour Area: 0.03875;  View: (534, 32, 565, 85)'\n",
      "'Video 336 Start Frame: 678;  Dimensions: 10x325x321;  Points in Contour: 140;  Contour Area: 272;  Point Density in Contour Area: 0.10294;  View: (826, 38, 842, 55)'\n",
      "'Video 337 Start Frame: 678;  Dimensions: 8x317x313;  Points in Contour: 126;  Contour Area: 210;  Point Density in Contour Area: 0.2;  View: (546, 32, 560, 47)'\n",
      "'Video 338 Start Frame: 668;  Dimensions: 22x361x293;  Points in Contour: 800;  Contour Area: 234;  Point Density in Contour Area: 0.20111;  View: (388, 71, 397, 97)'\n",
      "'Video 339 Start Frame: 663;  Dimensions: 41x321x305;  Points in Contour: 581;  Contour Area: 192;  Point Density in Contour Area: 0.08406;  View: (1052, 63, 1064, 79)'\n",
      "'Video 340 Start Frame: 661;  Dimensions: 14x433x705;  Points in Contour: 5023;  Contour Area: 4928;  Point Density in Contour Area: 0.11325;  View: (271, 52, 383, 96)'\n",
      "'Video 341 Start Frame: 660;  Dimensions: 23x353x357;  Points in Contour: 768;  Contour Area: 600;  Point Density in Contour Area: 0.07111;  View: (799, 33, 824, 57)'\n",
      "'Video 342 Start Frame: 659;  Dimensions: 146x489x405;  Points in Contour: 20352;  Contour Area: 2146;  Point Density in Contour Area: 0.06726;  View: (669, 39, 706, 97)'\n",
      "'Video 343 Start Frame: 659;  Dimensions: 12x317x409;  Points in Contour: 639;  Contour Area: 570;  Point Density in Contour Area: 0.16015;  View: (221, 78, 259, 93)'\n",
      "'Video 344 Start Frame: 655;  Dimensions: 18x509x605;  Points in Contour: 10540;  Contour Area: 6090;  Point Density in Contour Area: 0.13313;  View: (143, 25, 230, 95)'\n",
      "'Video 345 Start Frame: 653;  Dimensions: 16x505x481;  Points in Contour: 5961;  Contour Area: 3752;  Point Density in Contour Area: 0.14443;  View: (84, 27, 140, 94)'\n",
      "'Video 346 Start Frame: 653;  Dimensions: 10x321x309;  Points in Contour: 307;  Contour Area: 208;  Point Density in Contour Area: 0.29519;  View: (689, 67, 702, 83)'\n",
      "'Video 347 Start Frame: 651;  Dimensions: 26x293x293;  Points in Contour: 242;  Contour Area: 81;  Point Density in Contour Area: 0.14227;  View: (566, 71, 575, 80)'\n",
      "'Video 348 Start Frame: 651;  Dimensions: 9x205x297;  Points in Contour: 136;  Contour Area: 90;  Point Density in Contour Area: 0.37778;  View: (996, 10, 1006, 19)'\n",
      "'Video 349 Start Frame: 650;  Dimensions: 14x173x265;  Points in Contour: 561;  Contour Area: 187;  Point Density in Contour Area: 0.33333;  View: (17, 139, 34, 150)'\n",
      "'Video 350 Start Frame: 646;  Dimensions: 39x301x317;  Points in Contour: 482;  Contour Area: 165;  Point Density in Contour Area: 0.08592;  View: (895, 78, 910, 89)'\n",
      "'Video 351 Start Frame: 646;  Dimensions: 11x293x305;  Points in Contour: 137;  Contour Area: 108;  Point Density in Contour Area: 0.21142;  View: (832, 42, 844, 51)'\n",
      "'Video 352 Start Frame: 645;  Dimensions: 9x245x317;  Points in Contour: 84;  Contour Area: 135;  Point Density in Contour Area: 0.15556;  View: (813, 20, 828, 29)'\n",
      "'Video 353 Start Frame: 642;  Dimensions: 15x313x337;  Points in Contour: 615;  Contour Area: 280;  Point Density in Contour Area: 0.21964;  View: (710, 42, 730, 56)'\n",
      "'Video 354 Start Frame: 636;  Dimensions: 12x337x345;  Points in Contour: 580;  Contour Area: 440;  Point Density in Contour Area: 0.18831;  View: (693, 37, 715, 57)'\n",
      "'Video 355 Start Frame: 635;  Dimensions: 14x305x293;  Points in Contour: 174;  Contour Area: 108;  Point Density in Contour Area: 0.17901;  View: (1052, 68, 1061, 80)'\n",
      "'Video 356 Start Frame: 635;  Dimensions: 12x177x265;  Points in Contour: 716;  Contour Area: 372;  Point Density in Contour Area: 0.27496;  View: (3, 138, 34, 150)'\n",
      "'Video 357 Start Frame: 631;  Dimensions: 9x293x297;  Points in Contour: 138;  Contour Area: 90;  Point Density in Contour Area: 0.38333;  View: (692, 87, 702, 96)'\n",
      "'Video 358 Start Frame: 629;  Dimensions: 17x333x329;  Points in Contour: 468;  Contour Area: 342;  Point Density in Contour Area: 0.11404;  View: (825, 42, 843, 61)'\n",
      "'Video 359 Start Frame: 629;  Dimensions: 8x337x333;  Points in Contour: 366;  Contour Area: 380;  Point Density in Contour Area: 0.32105;  View: (689, 44, 708, 64)'\n",
      "'Video 360 Start Frame: 626;  Dimensions: 10x345x305;  Points in Contour: 174;  Contour Area: 264;  Point Density in Contour Area: 0.13182;  View: (798, 35, 810, 57)'\n",
      "'Video 361 Start Frame: 620;  Dimensions: 25x349x341;  Points in Contour: 651;  Contour Area: 483;  Point Density in Contour Area: 0.06739;  View: (449, 73, 470, 96)'\n",
      "'Video 362 Start Frame: 616;  Dimensions: 11x237x349;  Points in Contour: 421;  Contour Area: 621;  Point Density in Contour Area: 0.11299;  View: (813, 0, 836, 27)'\n",
      "'Video 363 Start Frame: 614;  Dimensions: 8x173x269;  Points in Contour: 126;  Contour Area: 140;  Point Density in Contour Area: 0.3;  View: (21, 139, 35, 149)'\n",
      "'Video 364 Start Frame: 610;  Dimensions: 10x197x305;  Points in Contour: 95;  Contour Area: 108;  Point Density in Contour Area: 0.17593;  View: (755, 8, 767, 17)'\n",
      "'Video 365 Start Frame: 608;  Dimensions: 12x309x297;  Points in Contour: 196;  Contour Area: 130;  Point Density in Contour Area: 0.21538;  View: (830, 50, 840, 63)'\n",
      "'Video 366 Start Frame: 607;  Dimensions: 17x297x341;  Points in Contour: 443;  Contour Area: 210;  Point Density in Contour Area: 0.17579;  View: (712, 46, 733, 56)'\n",
      "'Video 367 Start Frame: 607;  Dimensions: 13x341x309;  Points in Contour: 388;  Contour Area: 286;  Point Density in Contour Area: 0.16958;  View: (511, 31, 524, 53)'\n",
      "'Video 368 Start Frame: 607;  Dimensions: 9x309x297;  Points in Contour: 128;  Contour Area: 130;  Point Density in Contour Area: 0.24615;  View: (364, 62, 374, 75)'\n",
      "'Video 369 Start Frame: 607;  Dimensions: 8x173x261;  Points in Contour: 311;  Contour Area: 286;  Point Density in Contour Area: 0.36247;  View: (7, 139, 33, 150)'\n",
      "'Video 370 Start Frame: 605;  Dimensions: 28x301x297;  Points in Contour: 336;  Contour Area: 110;  Point Density in Contour Area: 0.13281;  View: (1052, 68, 1062, 79)'\n",
      "'Video 371 Start Frame: 603;  Dimensions: 8x309x317;  Points in Contour: 281;  Contour Area: 195;  Point Density in Contour Area: 0.48034;  View: (693, 45, 708, 58)'\n",
      "'Video 372 Start Frame: 602;  Dimensions: 18x321x297;  Points in Contour: 763;  Contour Area: 160;  Point Density in Contour Area: 0.36683;  View: (387, 61, 397, 77)'\n",
      "'Video 373 Start Frame: 600;  Dimensions: 11x257x305;  Points in Contour: 256;  Contour Area: 372;  Point Density in Contour Area: 0.1147;  View: (820, 1, 832, 32)'\n",
      "'Video 374 Start Frame: 598;  Dimensions: 16x329x309;  Points in Contour: 430;  Contour Area: 234;  Point Density in Contour Area: 0.16706;  View: (448, 74, 461, 92)'\n",
      "'Video 375 Start Frame: 596;  Dimensions: 12x345x501;  Points in Contour: 2190;  Contour Area: 1342;  Point Density in Contour Area: 0.23313;  View: (271, 73, 332, 95)'\n",
      "'Video 376 Start Frame: 596;  Dimensions: 10x185x301;  Points in Contour: 92;  Contour Area: 121;  Point Density in Contour Area: 0.15207;  View: (809, 3, 820, 14)'\n",
      "'Video 377 Start Frame: 595;  Dimensions: 14x281x393;  Points in Contour: 1023;  Contour Area: 1292;  Point Density in Contour Area: 0.08798;  View: (470, 0, 504, 38)'\n",
      "'Video 378 Start Frame: 595;  Dimensions: 12x345x405;  Points in Contour: 1494;  Contour Area: 814;  Point Density in Contour Area: 0.2622;  View: (215, 55, 252, 77)'\n",
      "'Video 379 Start Frame: 594;  Dimensions: 14x325x313;  Points in Contour: 402;  Contour Area: 238;  Point Density in Contour Area: 0.18768;  View: (368, 64, 382, 81)'\n",
      "'Video 380 Start Frame: 594;  Dimensions: 11x333x329;  Points in Contour: 271;  Contour Area: 342;  Point Density in Contour Area: 0.13207;  View: (244, 74, 262, 93)'\n",
      "'Video 381 Start Frame: 593;  Dimensions: 14x325x317;  Points in Contour: 202;  Contour Area: 285;  Point Density in Contour Area: 0.07875;  View: (823, 30, 838, 49)'\n",
      "'Video 382 Start Frame: 592;  Dimensions: 16x309x321;  Points in Contour: 172;  Contour Area: 208;  Point Density in Contour Area: 0.07517;  View: (820, 45, 836, 58)'\n",
      "'Video 383 Start Frame: 591;  Dimensions: 17x341x317;  Points in Contour: 1053;  Contour Area: 570;  Point Density in Contour Area: 0.15395;  View: (511, 15, 526, 53)'\n",
      "'Video 384 Start Frame: 589;  Dimensions: 9x309x293;  Points in Contour: 213;  Contour Area: 117;  Point Density in Contour Area: 0.45513;  View: (683, 72, 692, 85)'\n",
      "'Video 385 Start Frame: 587;  Dimensions: 18x501x553;  Points in Contour: 7517;  Contour Area: 4736;  Point Density in Contour Area: 0.12209;  View: (136, 29, 210, 93)'\n",
      "'Video 386 Start Frame: 587;  Dimensions: 9x209x297;  Points in Contour: 83;  Contour Area: 120;  Point Density in Contour Area: 0.17292;  View: (756, 8, 766, 20)'\n",
      "'Video 387 Start Frame: 587;  Dimensions: 8x173x261;  Points in Contour: 162;  Contour Area: 120;  Point Density in Contour Area: 0.45;  View: (21, 139, 33, 149)'\n",
      "'Video 388 Start Frame: 580;  Dimensions: 9x297x301;  Points in Contour: 129;  Contour Area: 110;  Point Density in Contour Area: 0.29318;  View: (87, 79, 98, 89)'\n",
      "'Video 389 Start Frame: 577;  Dimensions: 13x325x309;  Points in Contour: 143;  Contour Area: 221;  Point Density in Contour Area: 0.08088;  View: (817, 40, 830, 57)'\n",
      "'Video 390 Start Frame: 576;  Dimensions: 31x437x337;  Points in Contour: 2414;  Contour Area: 900;  Point Density in Contour Area: 0.10316;  View: (683, 48, 703, 93)'\n",
      "'Video 391 Start Frame: 575;  Dimensions: 15x229x313;  Points in Contour: 280;  Contour Area: 266;  Point Density in Contour Area: 0.10526;  View: (737, 6, 751, 25)'\n",
      "'Video 392 Start Frame: 574;  Dimensions: 8x293x297;  Points in Contour: 70;  Contour Area: 90;  Point Density in Contour Area: 0.25926;  View: (85, 82, 95, 91)'\n",
      "'Video 393 Start Frame: 565;  Dimensions: 16x337x305;  Points in Contour: 423;  Contour Area: 240;  Point Density in Contour Area: 0.16023;  View: (697, 36, 709, 56)'\n",
      "'Video 394 Start Frame: 565;  Dimensions: 8x237x317;  Points in Contour: 153;  Contour Area: 195;  Point Density in Contour Area: 0.26154;  View: (821, 14, 836, 27)'\n",
      "'Video 395 Start Frame: 562;  Dimensions: 129x365x325;  Points in Contour: 5103;  Contour Area: 459;  Point Density in Contour Area: 0.08966;  View: (737, 66, 754, 93)'\n",
      "'Video 396 Start Frame: 562;  Dimensions: 11x309x333;  Points in Contour: 409;  Contour Area: 494;  Point Density in Contour Area: 0.13799;  View: (826, 19, 845, 45)'\n",
      "'Video 397 Start Frame: 560;  Dimensions: 8x321x317;  Points in Contour: 143;  Contour Area: 240;  Point Density in Contour Area: 0.19861;  View: (632, 65, 647, 81)'\n",
      "'Video 398 Start Frame: 559;  Dimensions: 11x313x305;  Points in Contour: 250;  Contour Area: 168;  Point Density in Contour Area: 0.24802;  View: (626, 84, 638, 98)'\n",
      "'Video 399 Start Frame: 559;  Dimensions: 8x313x317;  Points in Contour: 203;  Contour Area: 210;  Point Density in Contour Area: 0.32222;  View: (78, 78, 93, 92)'\n",
      "'Video 400 Start Frame: 554;  Dimensions: 8x197x313;  Points in Contour: 280;  Contour Area: 210;  Point Density in Contour Area: 0.44444;  View: (350, 2, 364, 17)'\n",
      "'Video 401 Start Frame: 553;  Dimensions: 31x369x373;  Points in Contour: 2815;  Contour Area: 812;  Point Density in Contour Area: 0.13334;  View: (352, 67, 381, 95)'\n",
      "'Video 402 Start Frame: 552;  Dimensions: 9x333x361;  Points in Contour: 360;  Contour Area: 494;  Point Density in Contour Area: 0.18219;  View: (944, 37, 970, 56)'\n",
      "'Video 403 Start Frame: 549;  Dimensions: 8x293x293;  Points in Contour: 74;  Contour Area: 81;  Point Density in Contour Area: 0.30453;  View: (227, 64, 236, 73)'\n",
      "'Video 404 Start Frame: 548;  Dimensions: 59x321x305;  Points in Contour: 1180;  Contour Area: 192;  Point Density in Contour Area: 0.11381;  View: (1052, 64, 1064, 80)'\n",
      "'Video 405 Start Frame: 547;  Dimensions: 15x513x609;  Points in Contour: 7880;  Contour Area: 6952;  Point Density in Contour Area: 0.11335;  View: (270, 17, 358, 96)'\n",
      "'Video 406 Start Frame: 546;  Dimensions: 9x341x365;  Points in Contour: 547;  Contour Area: 567;  Point Density in Contour Area: 0.24118;  View: (235, 72, 262, 93)'\n",
      "'Video 407 Start Frame: 545;  Dimensions: 26x305x305;  Points in Contour: 327;  Contour Area: 144;  Point Density in Contour Area: 0.10813;  View: (898, 77, 910, 89)'\n",
      "'Video 408 Start Frame: 545;  Dimensions: 9x337x313;  Points in Contour: 207;  Contour Area: 280;  Point Density in Contour Area: 0.18482;  View: (829, 41, 843, 61)'\n",
      "'Video 409 Start Frame: 542;  Dimensions: 17x297x301;  Points in Contour: 138;  Contour Area: 110;  Point Density in Contour Area: 0.10455;  View: (564, 70, 575, 80)'\n",
      "'Video 410 Start Frame: 540;  Dimensions: 55x385x457;  Points in Contour: 4283;  Contour Area: 2750;  Point Density in Contour Area: 0.03115;  View: (799, 9, 849, 64)'\n",
      "'Video 411 Start Frame: 533;  Dimensions: 17x293x297;  Points in Contour: 174;  Contour Area: 90;  Point Density in Contour Area: 0.16111;  View: (1051, 70, 1061, 79)'\n",
      "'Video 412 Start Frame: 533;  Dimensions: 9x317x325;  Points in Contour: 219;  Contour Area: 255;  Point Density in Contour Area: 0.21471;  View: (685, 50, 702, 65)'\n",
      "'Video 413 Start Frame: 531;  Dimensions: 10x177x265;  Points in Contour: 311;  Contour Area: 264;  Point Density in Contour Area: 0.23561;  View: (12, 138, 34, 150)'\n",
      "'Video 414 Start Frame: 529;  Dimensions: 8x185x385;  Points in Contour: 294;  Contour Area: 448;  Point Density in Contour Area: 0.21875;  View: (776, 0, 808, 14)'\n",
      "'Video 415 Start Frame: 522;  Dimensions: 9x257x325;  Points in Contour: 160;  Contour Area: 187;  Point Density in Contour Area: 0.2139;  View: (819, 21, 836, 32)'\n",
      "'Video 416 Start Frame: 518;  Dimensions: 20x385x533;  Points in Contour: 2722;  Contour Area: 4347;  Point Density in Contour Area: 0.04175;  View: (780, 1, 849, 64)'\n",
      "'Video 417 Start Frame: 510;  Dimensions: 12x373x381;  Points in Contour: 608;  Contour Area: 899;  Point Density in Contour Area: 0.09662;  View: (832, 34, 863, 63)'\n",
      "'Video 418 Start Frame: 508;  Dimensions: 13x177x261;  Points in Contour: 483;  Contour Area: 204;  Point Density in Contour Area: 0.29596;  View: (16, 138, 33, 150)'\n",
      "'Video 419 Start Frame: 504;  Dimensions: 8x293x329;  Points in Contour: 137;  Contour Area: 162;  Point Density in Contour Area: 0.28189;  View: (356, 42, 374, 51)'\n",
      "'Video 420 Start Frame: 502;  Dimensions: 188x509x817;  Points in Contour: 56218;  Contour Area: 13300;  Point Density in Contour Area: 0.0231;  View: (85, 0, 225, 95)'\n",
      "'Video 421 Start Frame: 500;  Dimensions: 8x181x401;  Points in Contour: 523;  Contour Area: 832;  Point Density in Contour Area: 0.20954;  View: (4, 137, 68, 150)'\n",
      "'Video 422 Start Frame: 497;  Dimensions: 14x421x353;  Points in Contour: 976;  Contour Area: 984;  Point Density in Contour Area: 0.11021;  View: (83, 48, 107, 89)'\n",
      "'Video 423 Start Frame: 495;  Dimensions: 32x309x297;  Points in Contour: 427;  Contour Area: 130;  Point Density in Contour Area: 0.12165;  View: (1052, 67, 1062, 80)'\n",
      "'Video 424 Start Frame: 492;  Dimensions: 80x461x449;  Points in Contour: 13033;  Contour Area: 2448;  Point Density in Contour Area: 0.07099;  View: (655, 47, 703, 98)'\n",
      "'Video 425 Start Frame: 489;  Dimensions: 26x381x389;  Points in Contour: 2624;  Contour Area: 1980;  Point Density in Contour Area: 0.06311;  View: (816, 3, 849, 63)'\n",
      "'Video 426 Start Frame: 486;  Dimensions: 14x297x309;  Points in Contour: 250;  Contour Area: 130;  Point Density in Contour Area: 0.21368;  View: (82, 78, 95, 88)'\n",
      "'Video 427 Start Frame: 484;  Dimensions: 88x237x529;  Points in Contour: 22504;  Contour Area: 1836;  Point Density in Contour Area: 0.14768;  View: (703, 0, 771, 27)'\n",
      "'Video 428 Start Frame: 476;  Dimensions: 10x337x309;  Points in Contour: 231;  Contour Area: 260;  Point Density in Contour Area: 0.17769;  View: (831, 43, 844, 63)'\n",
      "'Video 429 Start Frame: 471;  Dimensions: 12x301x301;  Points in Contour: 115;  Contour Area: 121;  Point Density in Contour Area: 0.13577;  View: (449, 81, 460, 92)'\n",
      "'Video 430 Start Frame: 467;  Dimensions: 10x173x265;  Points in Contour: 450;  Contour Area: 319;  Point Density in Contour Area: 0.28213;  View: (5, 139, 34, 150)'\n",
      "'Video 431 Start Frame: 464;  Dimensions: 34x301x297;  Points in Contour: 508;  Contour Area: 110;  Point Density in Contour Area: 0.15925;  View: (1052, 69, 1062, 80)'\n",
      "'Video 432 Start Frame: 463;  Dimensions: 10x317x297;  Points in Contour: 166;  Contour Area: 150;  Point Density in Contour Area: 0.22133;  View: (672, 75, 682, 90)'\n",
      "'Video 433 Start Frame: 461;  Dimensions: 34x313x305;  Points in Contour: 496;  Contour Area: 168;  Point Density in Contour Area: 0.10181;  View: (564, 67, 576, 81)'\n",
      "'Video 434 Start Frame: 457;  Dimensions: 23x309x329;  Points in Contour: 634;  Contour Area: 234;  Point Density in Contour Area: 0.15052;  View: (83, 76, 101, 89)'\n",
      "'Video 435 Start Frame: 445;  Dimensions: 56x417x397;  Points in Contour: 7864;  Contour Area: 1400;  Point Density in Contour Area: 0.11014;  View: (668, 57, 703, 97)'\n",
      "'Video 436 Start Frame: 442;  Dimensions: 18x177x321;  Points in Contour: 1478;  Contour Area: 552;  Point Density in Contour Area: 0.20596;  View: (2, 138, 48, 150)'\n",
      "'Video 437 Start Frame: 440;  Dimensions: 23x313x301;  Points in Contour: 358;  Contour Area: 154;  Point Density in Contour Area: 0.12915;  View: (449, 79, 460, 93)'\n",
      "'Video 438 Start Frame: 439;  Dimensions: 10x229x325;  Points in Contour: 160;  Contour Area: 221;  Point Density in Contour Area: 0.1448;  View: (99, 12, 116, 25)'\n",
      "'Video 439 Start Frame: 434;  Dimensions: 15x433x389;  Points in Contour: 1484;  Contour Area: 1518;  Point Density in Contour Area: 0.09776;  View: (688, 30, 721, 76)'\n",
      "'Video 440 Start Frame: 416;  Dimensions: 8x377x301;  Points in Contour: 475;  Contour Area: 330;  Point Density in Contour Area: 0.4798;  View: (387, 68, 398, 98)'\n",
      "'Video 441 Start Frame: 415;  Dimensions: 12x173x265;  Points in Contour: 653;  Contour Area: 264;  Point Density in Contour Area: 0.35335;  View: (10, 139, 34, 150)'\n",
      "'Video 442 Start Frame: 413;  Dimensions: 15x381x317;  Points in Contour: 518;  Contour Area: 465;  Point Density in Contour Area: 0.1114;  View: (449, 62, 464, 93)'\n",
      "'Video 443 Start Frame: 411;  Dimensions: 12x301x325;  Points in Contour: 192;  Contour Area: 187;  Point Density in Contour Area: 0.14668;  View: (836, 50, 853, 61)'\n",
      "'Video 444 Start Frame: 410;  Dimensions: 11x337x309;  Points in Contour: 341;  Contour Area: 260;  Point Density in Contour Area: 0.21859;  View: (207, 70, 220, 90)'\n",
      "'Video 445 Start Frame: 409;  Dimensions: 16x353x537;  Points in Contour: 2165;  Contour Area: 1680;  Point Density in Contour Area: 0.11715;  View: (270, 71, 340, 95)'\n",
      "'Video 446 Start Frame: 408;  Dimensions: 9x281x313;  Points in Contour: 201;  Contour Area: 378;  Point Density in Contour Area: 0.13294;  View: (800, 11, 814, 38)'\n",
      "'Video 447 Start Frame: 407;  Dimensions: 11x321x321;  Points in Contour: 322;  Contour Area: 256;  Point Density in Contour Area: 0.20964;  View: (188, 79, 204, 95)'\n",
      "'Video 448 Start Frame: 407;  Dimensions: 9x293x297;  Points in Contour: 90;  Contour Area: 90;  Point Density in Contour Area: 0.25;  View: (958, 41, 968, 50)'\n",
      "'Video 449 Start Frame: 406;  Dimensions: 14x325x337;  Points in Contour: 302;  Contour Area: 340;  Point Density in Contour Area: 0.09869;  View: (803, 40, 823, 57)'\n",
      "'Video 450 Start Frame: 404;  Dimensions: 36x493x413;  Points in Contour: 3815;  Contour Area: 2301;  Point Density in Contour Area: 0.05348;  View: (675, 36, 714, 95)'\n",
      "'Video 451 Start Frame: 403;  Dimensions: 12x173x265;  Points in Contour: 418;  Contour Area: 198;  Point Density in Contour Area: 0.30159;  View: (16, 139, 34, 150)'\n",
      "'Video 452 Start Frame: 402;  Dimensions: 8x265x301;  Points in Contour: 73;  Contour Area: 143;  Point Density in Contour Area: 0.17016;  View: (829, 21, 840, 34)'\n",
      "'Video 453 Start Frame: 401;  Dimensions: 37x509x577;  Points in Contour: 15822;  Contour Area: 7600;  Point Density in Contour Area: 0.06506;  View: (94, 0, 174, 95)'\n",
      "'Video 454 Start Frame: 399;  Dimensions: 9x229x317;  Points in Contour: 139;  Contour Area: 195;  Point Density in Contour Area: 0.17821;  View: (804, 12, 819, 25)'\n",
      "'Video 455 Start Frame: 395;  Dimensions: 9x237x317;  Points in Contour: 153;  Contour Area: 240;  Point Density in Contour Area: 0.15937;  View: (807, 11, 822, 27)'\n",
      "'Video 456 Start Frame: 394;  Dimensions: 13x329x349;  Points in Contour: 611;  Contour Area: 414;  Point Density in Contour Area: 0.18448;  View: (693, 41, 716, 59)'\n",
      "'Video 457 Start Frame: 393;  Dimensions: 8x301x321;  Points in Contour: 105;  Contour Area: 176;  Point Density in Contour Area: 0.19886;  View: (91, 76, 107, 87)'\n",
      "'Video 458 Start Frame: 390;  Dimensions: 17x265x349;  Points in Contour: 775;  Contour Area: 782;  Point Density in Contour Area: 0.08259;  View: (359, 0, 382, 34)'\n",
      "'Video 459 Start Frame: 388;  Dimensions: 13x309x309;  Points in Contour: 202;  Contour Area: 169;  Point Density in Contour Area: 0.14941;  View: (388, 32, 401, 45)'\n",
      "'Video 460 Start Frame: 385;  Dimensions: 13x181x345;  Points in Contour: 230;  Contour Area: 286;  Point Density in Contour Area: 0.10052;  View: (359, 0, 381, 13)'\n",
      "'Video 461 Start Frame: 384;  Dimensions: 14x177x265;  Points in Contour: 537;  Contour Area: 360;  Point Density in Contour Area: 0.16574;  View: (4, 138, 34, 150)'\n",
      "'Video 462 Start Frame: 380;  Dimensions: 33x301x297;  Points in Contour: 509;  Contour Area: 110;  Point Density in Contour Area: 0.16526;  View: (1052, 69, 1062, 80)'\n",
      "'Video 463 Start Frame: 377;  Dimensions: 11x261x297;  Points in Contour: 170;  Contour Area: 160;  Point Density in Contour Area: 0.17708;  View: (408, 17, 418, 33)'\n",
      "'Video 464 Start Frame: 375;  Dimensions: 20x429x389;  Points in Contour: 2350;  Contour Area: 1419;  Point Density in Contour Area: 0.11041;  View: (679, 36, 712, 79)'\n",
      "'Video 465 Start Frame: 367;  Dimensions: 38x329x317;  Points in Contour: 1122;  Contour Area: 270;  Point Density in Contour Area: 0.12593;  View: (449, 75, 464, 93)'\n",
      "'Video 466 Start Frame: 367;  Dimensions: 21x257x305;  Points in Contour: 346;  Contour Area: 360;  Point Density in Contour Area: 0.06007;  View: (388, 2, 400, 32)'\n",
      "'Video 467 Start Frame: 367;  Dimensions: 10x173x265;  Points in Contour: 240;  Contour Area: 198;  Point Density in Contour Area: 0.24242;  View: (16, 139, 34, 150)'\n",
      "'Video 468 Start Frame: 364;  Dimensions: 10x213x317;  Points in Contour: 122;  Contour Area: 135;  Point Density in Contour Area: 0.18074;  View: (828, 12, 843, 21)'\n",
      "'Video 469 Start Frame: 360;  Dimensions: 16x413x361;  Points in Contour: 1110;  Contour Area: 1014;  Point Density in Contour Area: 0.09952;  View: (689, 34, 715, 73)'\n",
      "'Video 470 Start Frame: 360;  Dimensions: 11x177x265;  Points in Contour: 592;  Contour Area: 360;  Point Density in Contour Area: 0.27407;  View: (4, 138, 34, 150)'\n",
      "'Video 471 Start Frame: 358;  Dimensions: 9x301x333;  Points in Contour: 150;  Contour Area: 209;  Point Density in Contour Area: 0.17943;  View: (546, 70, 565, 81)'\n",
      "'Video 472 Start Frame: 355;  Dimensions: 27x293x301;  Points in Contour: 415;  Contour Area: 99;  Point Density in Contour Area: 0.19054;  View: (1052, 71, 1063, 80)'\n",
      "'Video 473 Start Frame: 353;  Dimensions: 23x409x365;  Points in Contour: 1920;  Contour Area: 1026;  Point Density in Contour Area: 0.10396;  View: (356, 59, 383, 97)'\n",
      "'Video 474 Start Frame: 353;  Dimensions: 12x305x309;  Points in Contour: 178;  Contour Area: 156;  Point Density in Contour Area: 0.163;  View: (551, 79, 564, 91)'\n",
      "'Video 475 Start Frame: 352;  Dimensions: 9x177x265;  Points in Contour: 439;  Contour Area: 348;  Point Density in Contour Area: 0.31537;  View: (5, 138, 34, 150)'\n",
      "'Video 476 Start Frame: 351;  Dimensions: 9x293x305;  Points in Contour: 131;  Contour Area: 108;  Point Density in Contour Area: 0.30324;  View: (321, 86, 333, 95)'\n",
      "'Video 477 Start Frame: 350;  Dimensions: 80x309x389;  Points in Contour: 13372;  Contour Area: 1485;  Point Density in Contour Area: 0.12006;  View: (387, 0, 420, 45)'\n",
      "'Video 478 Start Frame: 350;  Dimensions: 11x313x421;  Points in Contour: 743;  Contour Area: 574;  Point Density in Contour Area: 0.21574;  View: (280, 81, 321, 95)'\n",
      "'Video 479 Start Frame: 349;  Dimensions: 10x329x293;  Points in Contour: 304;  Contour Area: 162;  Point Density in Contour Area: 0.37531;  View: (271, 76, 280, 94)'\n",
      "'Video 480 Start Frame: 348;  Dimensions: 26x301x293;  Points in Contour: 338;  Contour Area: 99;  Point Density in Contour Area: 0.16258;  View: (566, 70, 575, 81)'\n",
      "'Video 481 Start Frame: 343;  Dimensions: 9x185x297;  Points in Contour: 64;  Contour Area: 90;  Point Density in Contour Area: 0.17778;  View: (817, 5, 827, 14)'\n",
      "'Video 482 Start Frame: 340;  Dimensions: 20x501x513;  Points in Contour: 7352;  Contour Area: 4736;  Point Density in Contour Area: 0.10349;  View: (130, 19, 194, 93)'\n",
      "'Video 483 Start Frame: 337;  Dimensions: 11x325x333;  Points in Contour: 282;  Contour Area: 323;  Point Density in Contour Area: 0.14551;  View: (80, 55, 99, 72)'\n",
      "'Video 484 Start Frame: 332;  Dimensions: 42x345x393;  Points in Contour: 2047;  Contour Area: 748;  Point Density in Contour Area: 0.07396;  View: (78, 69, 112, 91)'\n",
      "'Video 485 Start Frame: 332;  Dimensions: 13x297x293;  Points in Contour: 139;  Contour Area: 90;  Point Density in Contour Area: 0.19306;  View: (901, 79, 910, 89)'\n",
      "'Video 486 Start Frame: 330;  Dimensions: 13x341x377;  Points in Contour: 486;  Contour Area: 630;  Point Density in Contour Area: 0.09643;  View: (687, 44, 717, 65)'\n",
      "'Video 487 Start Frame: 329;  Dimensions: 8x205x293;  Points in Contour: 93;  Contour Area: 117;  Point Density in Contour Area: 0.26496;  View: (828, 6, 837, 19)'\n",
      "'Video 488 Start Frame: 325;  Dimensions: 29x525x469;  Points in Contour: 5962;  Contour Area: 4876;  Point Density in Contour Area: 0.05095;  View: (617, 7, 670, 99)'\n",
      "'Video 489 Start Frame: 325;  Dimensions: 26x269x477;  Points in Contour: 1887;  Contour Area: 1925;  Point Density in Contour Area: 0.04668;  View: (787, 0, 842, 35)'\n",
      "'Video 490 Start Frame: 325;  Dimensions: 24x385x373;  Points in Contour: 1272;  Contour Area: 928;  Point Density in Contour Area: 0.07214;  View: (814, 32, 843, 64)'\n",
      "'Video 491 Start Frame: 324;  Dimensions: 9x245x293;  Points in Contour: 69;  Contour Area: 81;  Point Density in Contour Area: 0.21296;  View: (805, 20, 814, 29)'\n",
      "'Video 492 Start Frame: 322;  Dimensions: 11x353x373;  Points in Contour: 718;  Contour Area: 783;  Point Density in Contour Area: 0.15283;  View: (702, 29, 731, 56)'\n",
      "'Video 493 Start Frame: 320;  Dimensions: 37x329x329;  Points in Contour: 1046;  Contour Area: 324;  Point Density in Contour Area: 0.10089;  View: (448, 75, 466, 93)'\n",
      "'Video 494 Start Frame: 317;  Dimensions: 13x321x305;  Points in Contour: 189;  Contour Area: 192;  Point Density in Contour Area: 0.12305;  View: (829, 46, 841, 62)'\n",
      "'Video 495 Start Frame: 316;  Dimensions: 10x173x261;  Points in Contour: 424;  Contour Area: 198;  Point Density in Contour Area: 0.42828;  View: (15, 139, 33, 150)'\n",
      "'Video 496 Start Frame: 312;  Dimensions: 10x265x353;  Points in Contour: 269;  Contour Area: 480;  Point Density in Contour Area: 0.11208;  View: (437, 14, 461, 34)'\n",
      "'Video 497 Start Frame: 311;  Dimensions: 10x293x301;  Points in Contour: 132;  Contour Area: 99;  Point Density in Contour Area: 0.26667;  View: (449, 82, 460, 91)'\n",
      "'Video 498 Start Frame: 309;  Dimensions: 39x329x305;  Points in Contour: 625;  Contour Area: 216;  Point Density in Contour Area: 0.0851;  View: (563, 63, 575, 81)'\n",
      "'Video 499 Start Frame: 309;  Dimensions: 18x365x397;  Points in Contour: 1744;  Contour Area: 1260;  Point Density in Contour Area: 0.10647;  View: (683, 23, 718, 59)'\n",
      "'Video 500 Start Frame: 309;  Dimensions: 10x189x349;  Points in Contour: 264;  Contour Area: 345;  Point Density in Contour Area: 0.15304;  View: (440, 0, 463, 15)'\n"
     ]
    }
   ],
   "source": [
    "conn = get_db_connection()\n",
    "\n",
    "smoke_videos = get_labeled_videos_for_run(\n",
    "    run_name,\n",
    "    conn,\n",
    "    # classification_filter=lambda classifications: \"smoke\" in classifications\n",
    "    classification_filter=None\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n"
     ]
    }
   ],
   "source": [
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "def collect_event_frames(metadata_list, remove_duplicates=False):\n",
    "    \"\"\"\n",
    "    Parameters\n",
    "    ----------\n",
    "    metadata_list : list[dict]\n",
    "        Each dict must contain keys 'start_frame' and 'nframes'.\n",
    "    deduplicate : bool, optional\n",
    "        If True, returns a sorted list with duplicates removed.\n",
    "\n",
    "    Returns\n",
    "    -------\n",
    "    list[int]\n",
    "        All frame numbers that belong to at least one event in sorted order\n",
    "    \"\"\"\n",
    "    frames = []\n",
    "\n",
    "    for md in metadata_list:\n",
    "        start = int(md.get(\"start_frame\"))\n",
    "        n     = int(md.get(\"nframes\"))\n",
    "\n",
    "        if start is None or n is None or n <= 0:\n",
    "            raise(Exception(\"invalid or zero length event\"))\n",
    "\n",
    "        frames.extend(range(start, start + n))\n",
    "\n",
    "    if remove_duplicates:\n",
    "        frames = set(frames)\n",
    "    \n",
    "    return sorted(frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import Counter\n",
    "\n",
    "frames_with_event = collect_event_frames(smoke_videos, remove_duplicates=False)\n",
    "counts = Counter(frames_with_event)\n",
    "\n",
    "for val, freq in counts.items():\n",
    "    print(f\"{val}: {freq}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "camera = BreatheCam.init_from(\"Clairton Coke Works\", day)\n",
    "breathecam_video = camera.download_video(time, nframes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ffmpeg\n",
    "\n",
    "def export_mp4(path: str, video: np.ndarray):\n",
    "    h, w = video.shape[1], video.shape[2]\n",
    "\n",
    "    process = (\n",
    "        ffmpeg\n",
    "        .input(\"pipe:\", format=\"rawvideo\", pix_fmt=\"rgb24\", s=f\"{w}x{h}\")\n",
    "        .filter(\"pad\", width=\"ceil(iw/2)*2\", height=\"ceil(ih/2)*2\", color=\"black\")\n",
    "        .output(path, pix_fmt=\"yuv420p\", vcodec=\"libx264\", r=12, loglevel=\"quiet\")\n",
    "        .overwrite_output()\n",
    "        .run_async(pipe_stdin=True)\n",
    "    )\n",
    "\n",
    "    for frame in video:\n",
    "        process.stdin.write(frame.tobytes())\n",
    "\n",
    "    process.stdin.close()\n",
    "    process.wait()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "def export_frames(path_pattern: str, video: np.ndarray, fps: int = 12):\n",
    "    \"\"\"\n",
    "    Write every frame in `video` to disk as an image.\n",
    "\n",
    "    Parameters\n",
    "    ----------\n",
    "    path_pattern : str\n",
    "        A printf-style pattern that ffmpeg will expand, eg\n",
    "            '/home/cschaumb/breathCam/frame_%04d.png'\n",
    "        `%04d` (or `%06d`, …) is mandatory - ffmpeg replaces it with the\n",
    "        running frame number.  All intermediate directories must exist.\n",
    "    video : np.ndarray\n",
    "        Shape (N, H, W, 3).\n",
    "    fps : int\n",
    "        Nominal frame-rate used only to label the timestamps of frames; has no\n",
    "        influence on the images themselves. Will always get same number of output frames\n",
    "    \"\"\"\n",
    "\n",
    "    h, w = video.shape[1], video.shape[2]\n",
    "\n",
    "    os.makedirs(os.path.dirname(path_pattern), exist_ok=True)\n",
    "\n",
    "    process = (\n",
    "        ffmpeg\n",
    "        .input(\"pipe:\", format=\"rawvideo\", pix_fmt=\"rgb24\", s=f\"{w}x{h}\", r=fps)\n",
    "        .filter(\"pad\",\n",
    "                width=\"ceil(iw/2)*2\",       # keep your even-sized padding\n",
    "                height=\"ceil(ih/2)*2\",\n",
    "                color=\"black\")\n",
    "        .output(path_pattern,\n",
    "                vcodec=\"png\",               # loss-less; use 'mjpeg' for jpg\n",
    "                pix_fmt=\"rgb24\",\n",
    "                start_number=0,\n",
    "                loglevel=\"quiet\")\n",
    "        .overwrite_output()\n",
    "        .run_async(pipe_stdin=True)\n",
    "    )\n",
    "\n",
    "    for frame in video:\n",
    "        process.stdin.write(frame.tobytes())\n",
    "\n",
    "    process.stdin.close()\n",
    "    process.wait()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'smoke_videos' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mNameError\u001b[39m                                 Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[1]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m example_video = \u001b[43msmoke_videos\u001b[49m[\u001b[32m0\u001b[39m]\n\u001b[32m      2\u001b[39m start_frame = example_video[\u001b[33m'\u001b[39m\u001b[33mstart_frame\u001b[39m\u001b[33m'\u001b[39m]\n\u001b[32m      3\u001b[39m nframes = example_video[\u001b[33m'\u001b[39m\u001b[33mnframes\u001b[39m\u001b[33m'\u001b[39m]\n",
      "\u001b[31mNameError\u001b[39m: name 'smoke_videos' is not defined"
     ]
    }
   ],
   "source": [
    "example_video = smoke_videos[0]\n",
    "start_frame = example_video['start_frame']\n",
    "nframes = example_video['nframes']\n",
    "\n",
    "event_panoroma = breathecam_video[start_frame:start_frame + nframes]\n",
    "\n",
    "print(len(event_panoroma))\n",
    "\n",
    "path = 'out/event1/frame_%04d.png'\n",
    "export_frames(path, event_panoroma)\n",
    "# export_mp4(path, event_panoroma)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loading Roboflow workspace...\n",
      "loading Roboflow project...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 86/86 [00:00<00:00, 255641.49it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Uploading to existing project cmucreate/my-first-project-7axe2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[UPLOADED] out/event1/frame_0005.png (pjB3KIz5mc5g3JqpDWTm) [10.2s]\n",
      "[UPLOADED] out/event1/frame_0008.png (8k7WY1MkK0CodX2SAIZm) [10.9s]\n",
      "[UPLOADED] out/event1/frame_0009.png (y27eRA5EC47e7ZlCZz3k) [11.0s]\n",
      "[UPLOADED] out/event1/frame_0000.png (Z9VzuVGaTml159c3x3I5) [11.0s]\n",
      "[UPLOADED] out/event1/frame_0006.png (ac4PdlC2LaVqGbbomRXH) [12.4s]\n",
      "[UPLOADED] out/event1/frame_0002.png (UeHcWDJKNhge5wNoHLup) [13.3s]\n",
      "[UPLOADED] out/event1/frame_0001.png (8NoRSTyH3yovFkR9abDS) [15.6s]\n",
      "[UPLOADED] out/event1/frame_0010.png (9XcpMAr1asCZRj1tOsK6) [6.6s]\n",
      "[UPLOADED] out/event1/frame_0004.png (Gnf1uhKRIfuCLj6BKUSH) [16.8s]\n",
      "[UPLOADED] out/event1/frame_0012.png (CkvhZmrsDXHhXIwHoFhY) [6.5s]\n",
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     ]
    }
   ],
   "source": [
    "import roboflow\n",
    "#Warning remove API key before uploading to GitHub\n",
    "rf = roboflow.Roboflow(api_key=\"mnxWKydcB6NnxD6PPj0L\")\n",
    "\n",
    "#workspace method expects workspace id not workspace path\n",
    "workspace = rf.workspace('cmucreate')\n",
    "\n",
    "workspace.upload_dataset(\n",
    "    \"out/event1\",\n",
    "    'my-first-project-7axe2',\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(smoke_videos[0]['start_frame'])\n",
    "print(smoke_videos[0]['nframes'])\n",
    "print(smoke_videos[0]['src'])\n",
    "print(example_video)"
   ]
  }
 ],
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