From 87ae321f0a3da261869d437e496cf1f109240e49 Mon Sep 17 00:00:00 2001 From: Jianfeng Yang Date: Wed, 7 Jun 2017 23:31:03 -0500 Subject: [PATCH 01/56] auto --- code/Rover_Project_Test_Notebook.ipynb | 9936 ++---------------------- 1 file changed, 681 insertions(+), 9255 deletions(-) diff --git a/code/Rover_Project_Test_Notebook.ipynb b/code/Rover_Project_Test_Notebook.ipynb index de3bb2546d..0561165b84 100644 --- a/code/Rover_Project_Test_Notebook.ipynb +++ b/code/Rover_Project_Test_Notebook.ipynb @@ -1,9279 +1,705 @@ { - "cells": [ - { - "cell_type": "markdown", - "source": [ - "## Rover Project Test Notebook\n", - "This notebook contains the functions from the lesson and provides the scaffolding you need to test out your mapping methods. The steps you need to complete in this notebook for the project are the following:\n", - "\n", - "* First just run each of the cells in the notebook, examine the code and the results of each.\n", - "* Run the simulator in \"Training Mode\" and record some data. Note: the simulator may crash if you try to record a large (longer than a few minutes) dataset, but you don't need a ton of data, just some example images to work with. \n", - "* Change the data directory path (2 cells below) to be the directory where you saved data\n", - "* Test out the functions provided on your data\n", - "* Write new functions (or modify existing ones) to report and map out detections of obstacles and rock samples (yellow rocks)\n", - "* Populate the `process_image()` function with the appropriate steps/functions to go from a raw image to a worldmap.\n", - "* Run the cell that calls `process_image()` using `moviepy` functions to create video output\n", - "* Once you have mapping working, move on to modifying `perception.py` and `decision.py` to allow your rover to navigate and map in autonomous mode!\n", - "\n", - "**Note: If, at any point, you encounter frozen display windows or other confounding issues, you can always start again with a clean slate by going to the \"Kernel\" menu above and selecting \"Restart & Clear Output\".**\n", - "\n**Run the next cell to get code highlighting in the markdown cells.**" - ], - "metadata": {} - }, - { - "cell_type": "code", - "source": [ - "%%HTML\n", - "" - ], - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/html": [ - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {} - } - ], - "execution_count": 1, - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "source": [ - "%matplotlib inline\n", - "#%matplotlib qt # Choose %matplotlib qt to plot to an interactive window (note it may show up behind your browser)\n", - "# Make some of the relevant imports\n", - "import cv2 # OpenCV for perspective transform\n", - "import numpy as np\n", - "import matplotlib.image as mpimg\n", - "import matplotlib.pyplot as plt\n", - "import scipy.misc # For saving images as needed\n", - "import glob # For reading in a list of images from a folder" - ], - "outputs": [], - "execution_count": 2, - "metadata": { - "collapsed": false, - "outputExpanded": false - } - }, - { - "cell_type": "markdown", - "source": [ - "## Quick Look at the Data\n", - "There's some example data provided in the `test_dataset` folder. This basic dataset is enough to get you up and running but if you want to hone your methods more carefully you should record some data of your own to sample various scenarios in the simulator. \n", - "\nNext, read in and display a random image from the `test_dataset` folder" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "source": [ - "path = '../test_dataset/IMG/*'\n", - "img_list = glob.glob(path)\n", - "# Grab a random image and display it\n", - "idx = np.random.randint(0, len(img_list)-1)\n", - "image = mpimg.imread(img_list[idx])\n", - "plt.imshow(image)" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 3, - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {} - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - "" - ], - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAgUAAAEWCAYAAAD2NuSlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAAPYQAAD2EBqD+naQAAIABJREFUeJzsvVvILUmWHvatiMjce//n/Oecququ6mkPjGbAHkkzNjaa\n", - 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} - ], - "execution_count": 3, - "metadata": { - "collapsed": false, - "outputExpanded": false, - "scrolled": true - } - }, - { - "cell_type": "markdown", - "source": [ - "## Calibration Data\n", - "Read in and display example grid and rock sample calibration images. You'll use the grid for perspective transform and the rock image for creating a new color selection that identifies these samples of interest. " - ], - "metadata": {} - }, - { - "cell_type": "code", - "source": [ - "# In the simulator you can toggle on a grid on the ground for calibration\n", - "# You can also toggle on the rock samples with the 0 (zero) key. \n", - "# Here's an example of the grid and one of the rocks\n", - "example_grid = '../calibration_images/example_grid1.jpg'\n", - "example_rock = '../calibration_images/example_rock1.jpg'\n", - "grid_img = mpimg.imread(example_grid)\n", - "rock_img = mpimg.imread(example_rock)\n", - "\n", - "fig = plt.figure(figsize=(12,3))\n", - "plt.subplot(121)\n", - "plt.imshow(grid_img)\n", - "plt.subplot(122)\n", - "plt.imshow(rock_img)" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 4, - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {} - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - "" - ], - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAA9YAAAEBCAYAAACdTT0MAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAAPYQAAD2EBqD+naQAAIABJREFUeJzsvVmMZkl2HvZF3OVfcq2lu2cjOWRzmhwRhE0TlkQttgE+\n", - 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"def perspect_transform(img, src, dst):\n", - " \n", - " M = cv2.getPerspectiveTransform(src, dst)\n", - " warped = cv2.warpPerspective(img, M, (img.shape[1], img.shape[0]))# keep same size as input image\n", - " \n", - " return warped\n", - "\n\n", - "# Define calibration box in source (actual) and destination (desired) coordinates\n", - "# These source and destination points are defined to warp the image\n", - "# to a grid where each 10x10 pixel square represents 1 square meter\n", - "# The destination box will be 2*dst_size on each side\n", - "dst_size = 5 \n", - "# Set a bottom offset to account for the fact that the bottom of the image \n", - "# is not the position of the rover but a bit in front of it\n", - "# this is just a rough guess, feel free to change it!\n", - "bottom_offset = 6\n", - "source = np.float32([[14, 140], [301 ,140],[200, 96], [118, 96]])\n", - "destination = np.float32([[image.shape[1]/2 - dst_size, image.shape[0] - bottom_offset],\n", - " [image.shape[1]/2 + dst_size, image.shape[0] - bottom_offset],\n", - " [image.shape[1]/2 + dst_size, image.shape[0] - 2*dst_size - bottom_offset], \n", - " [image.shape[1]/2 - dst_size, image.shape[0] - 2*dst_size - bottom_offset],\n", - " ])\n", - "warped = perspect_transform(grid_img, source, destination)\n", - "plt.imshow(warped)\n", - "#scipy.misc.imsave('../output/warped_example.jpg', warped)" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 5, - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {} - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - "" - ], - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAgUAAAEWCAYAAAD2NuSlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAAPYQAAD2EBqD+naQAAIABJREFUeJzsvVvMZdl2HvSNOdf+q7r7nJODbOucIESwCIrJE8gEZJGA\n", - "wJEMeYDwBAjJgBQFEJYMTwYJRGTzFInIBGIJniJuD35BQITkgBECJ/jEds7N3adPX6u6q6u7+py+\n", - "VlV3/f9ecw4exhhzjDnXWnvvv7rrdMreo7Rr73/vteaca17G+MZljknMjDOd6UxnOtOZznSm9EU3\n", - "4ExnOtOZznSmM/29QWdQcKYznelMZzrTmQCcQcGZznSmM53pTGdSOoOCM53pTGc605nOBOAMCs50\n", - 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} - }, - { - "cell_type": "markdown", - "source": [ - "## Color Thresholding\n", - "Define the color thresholding function from the lesson and apply it to the warped image\n", - "\n", - "**TODO:** Ultimately, you want your map to not just include navigable terrain but also obstacles and the positions of the rock samples you're searching for. Modify this function or write a new function that returns the pixel locations of obstacles (areas below the threshold) and rock samples (yellow rocks in calibration images), such that you can map these areas into world coordinates as well. \n", - "**Hints and Suggestion:** \n", - "* For obstacles you can just invert your color selection that you used to detect ground pixels, i.e., if you've decided that everything above the threshold is navigable terrain, then everthing below the threshold must be an obstacle!\n", - "\n\n", - "* For rocks, think about imposing a lower and upper boundary in your color selection to be more specific about choosing colors. You can investigate the colors of the rocks (the RGB pixel values) in an interactive matplotlib window to get a feel for the appropriate threshold range (keep in mind you may want different ranges for each of R, G and B!). Feel free to get creative and even bring in functions from other libraries. Here's an example of [color selection](http://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_colorspaces/py_colorspaces.html) using OpenCV. \n", - "\n* **Beware However:** if you start manipulating images with OpenCV, keep in mind that it defaults to `BGR` instead of `RGB` color space when reading/writing images, so things can get confusing." - ], - "metadata": {} - }, + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Rover Project Test Notebook\n", + "This notebook contains the functions from the lesson and provides the scaffolding you need to test out your mapping methods. The steps you need to complete in this notebook for the project are the following:\n", + "\n", + "* First just run each of the cells in the notebook, examine the code and the results of each.\n", + "* Run the simulator in \"Training Mode\" and record some data. Note: the simulator may crash if you try to record a large (longer than a few minutes) dataset, but you don't need a ton of data, just some example images to work with. \n", + "* Change the data directory path (2 cells below) to be the directory where you saved data\n", + "* Test out the functions provided on your data\n", + "* Write new functions (or modify existing ones) to report and map out detections of obstacles and rock samples (yellow rocks)\n", + "* Populate the `process_image()` function with the appropriate steps/functions to go from a raw image to a worldmap.\n", + "* Run the cell that calls `process_image()` using `moviepy` functions to create video output\n", + "* Once you have mapping working, move on to modifying `perception.py` and `decision.py` to allow your rover to navigate and map in autonomous mode!\n", + "\n", + "**Note: If, at any point, you encounter frozen display windows or other confounding issues, you can always start again with a clean slate by going to the \"Kernel\" menu above and selecting \"Restart & Clear Output\".**\n", + "\n", + "**Run the next cell to get code highlighting in the markdown cells.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "source": [ - "# Identify pixels above the threshold\n", - "# Threshold of RGB > 160 does a nice job of identifying ground pixels only\n", - "def color_thresh(img, rgb_thresh=(160, 160, 160)):\n", - " # Create an array of zeros same xy size as img, but single channel\n", - " color_select = np.zeros_like(img[:,:,0])\n", - " # Require that each pixel be above all three threshold values in RGB\n", - " # above_thresh will now contain a boolean array with \"True\"\n", - " # where threshold was met\n", - " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", - " & (img[:,:,1] > rgb_thresh[1]) \\\n", - " & (img[:,:,2] > rgb_thresh[2])\n", - " # Index the array of zeros with the boolean array and set to 1\n", - " color_select[above_thresh] = 1\n", - " # Return the binary image\n", - " return color_select\n", - "\n", - "threshed = color_thresh(warped)\n", - "plt.imshow(threshed, cmap='gray')\n", - "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" - ], - "outputs": [ - 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This basic dataset is enough to get you up and running but if you want to hone your methods more carefully you should record some data of your own to sample various scenarios in the simulator. \n", + "\n", + "Next, read in and display a random image from the `test_dataset` folder" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "outputExpanded": false, + "scrolled": true + }, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "## Coordinate Transformations\n", - "Define the functions used to do coordinate transforms and apply them to an image." - ], - "metadata": {} + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "source": [ - "# Define a function to convert from image coords to rover coords\n", - "def rover_coords(binary_img):\n", - " # Identify nonzero pixels\n", - " ypos, xpos = binary_img.nonzero()\n", - " # Calculate pixel positions with reference to the rover position being at the \n", - " # center bottom of the image. \n", - " x_pixel = -(ypos - binary_img.shape[0]).astype(np.float)\n", - " y_pixel = -(xpos - binary_img.shape[1]/2 ).astype(np.float)\n", - " return x_pixel, y_pixel\n", - "\n", - "# Define a function to convert to radial coords in rover space\n", - "def to_polar_coords(x_pixel, y_pixel):\n", - " # Convert (x_pixel, y_pixel) to (distance, angle) \n", - " # in polar coordinates in rover space\n", - " # Calculate distance to each pixel\n", - " dist = np.sqrt(x_pixel**2 + y_pixel**2)\n", - " # Calculate angle away from vertical for each pixel\n", - " angles = np.arctan2(y_pixel, x_pixel)\n", - " return dist, angles\n", - "\n", - "# Define a function to map rover space pixels to world space\n", - "def rotate_pix(xpix, ypix, yaw):\n", - " # Convert yaw to radians\n", - " yaw_rad = yaw * np.pi / 180\n", - " xpix_rotated = (xpix * np.cos(yaw_rad)) - (ypix * np.sin(yaw_rad))\n", - " \n", - " ypix_rotated = (xpix * np.sin(yaw_rad)) + (ypix * np.cos(yaw_rad))\n", - " # Return the result \n", - " return xpix_rotated, ypix_rotated\n", - "\n", - "def translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale): \n", - " # Apply a scaling and a translation\n", - " xpix_translated = (xpix_rot / scale) + xpos\n", - " ypix_translated = (ypix_rot / scale) + ypos\n", - " # Return the result \n", - " return xpix_translated, ypix_translated\n", - "\n\n", - "# Define a function to apply rotation and translation (and clipping)\n", - "# Once you define the two functions above this function should work\n", - "def pix_to_world(xpix, ypix, xpos, ypos, yaw, world_size, scale):\n", - " # Apply rotation\n", - " xpix_rot, ypix_rot = rotate_pix(xpix, ypix, yaw)\n", - " # Apply translation\n", - " xpix_tran, ypix_tran = translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale)\n", - " # Perform rotation, translation and clipping all at once\n", - " x_pix_world = np.clip(np.int_(xpix_tran), 0, world_size - 1)\n", - " y_pix_world = np.clip(np.int_(ypix_tran), 0, world_size - 1)\n", - " # Return the result\n", - " return x_pix_world, y_pix_world\n", - "\n", - "# Grab another random image\n", - "idx = np.random.randint(0, len(img_list)-1)\n", - "image = mpimg.imread(img_list[idx])\n", - "warped = perspect_transform(image, source, destination)\n", - "threshed = color_thresh(warped)\n", - "\n", - "# Calculate pixel values in rover-centric coords and distance/angle to all pixels\n", - "xpix, ypix = rover_coords(threshed)\n", - "dist, angles = to_polar_coords(xpix, ypix)\n", - "mean_dir = np.mean(angles)\n", - "\n", - "# Do some plotting\n", - "fig = plt.figure(figsize=(12,9))\n", - "plt.subplot(221)\n", - "plt.imshow(image)\n", - "plt.subplot(222)\n", - "plt.imshow(warped)\n", - "plt.subplot(223)\n", - "plt.imshow(threshed, cmap='gray')\n", - "plt.subplot(224)\n", - "plt.plot(xpix, ypix, '.')\n", - "plt.ylim(-160, 160)\n", - "plt.xlim(0, 160)\n", - "arrow_length = 100\n", - "x_arrow = arrow_length * np.cos(mean_dir)\n", - "y_arrow = arrow_length * np.sin(mean_dir)\n", - "plt.arrow(0, 0, x_arrow, y_arrow, color='red', zorder=2, head_width=10, width=2)\n", - "\n" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 7, - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {} - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - "" - ], - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAA+MAAAKyCAYAAAC+IQ82AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAAPYQAAD2EBqD+naQAAIABJREFUeJzsvUvIZUuWHvatiNj7nP+RmfdVVV1dLatLbVW3sCeNLBoJ\n", - "GhuEaTAY7IHxQCB74ImRQHgkPDLIBoPBxsigodHExmjUGE/abYG6abeq7TK4aXXLUnU9bt1X3byP\n", - "zLyZ//+fc3ZELA9WrIi14+zzZ+a9mffRtVfVf//8z9k7dux4rLW+9QpiZqy00korrbTSSiuttNJK\n", - "K6200kqfH7kvugMrrbTSSiuttNJKK6200korrfSzRisYX2mllVZaaaWVVlpppZVWWmmlz5lWML7S\n", - "SiuttNJKK6200korrbTSSp8zrWB8pZVWWmmllVZaaaWVVlpppZU+Z1rB+EorrbTSSiuttNJKK620\n", - "0korfc60gvGVVlpppZVWWmmllVZaaaWVVvqcaQXjK6200korrbTSSiuttNJKK630OdMKxldaaaWV\n", - 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pHGA77XLE1+vaC9l4PI5LVVU+3bHWPno4LLIk8ZHNQ1xTBn9OxO/zPIdgzS2X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\n5+d48803c3g+IMxwuVziWBeF+XyO7miG2KoLatToVSJgs0HfJzQzgbkSJ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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "path = '../test_dataset/IMG/*'\n", + "img_list = glob.glob(path)\n", + "# Grab a random image and display it\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "plt.imshow(image)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calibration Data\n", + "Read in and display example grid and rock sample calibration images. You'll use the grid for perspective transform and the rock image for creating a new color selection that identifies these samples of interest. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "## Read in saved data and ground truth map of the world\n", - "The next cell is all setup to read your saved data into a `pandas` dataframe. Here you'll also read in a \"ground truth\" map of the world, where white pixels (pixel value = 1) represent navigable terrain. \n", - "\n", - "After that, we'll define a class to store telemetry data and pathnames to images. When you instantiate this class (`data = Databucket()`) you'll have a global variable called `data` that you can refer to for telemetry and map data within the `process_image()` function in the following cell. \n" - ], - "metadata": {} + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "source": [ - "# Import pandas and read in csv file as a dataframe\n", - "import pandas as pd\n", - "# Change the path below to your data directory\n", - "# If you are in a locale (e.g., Europe) that uses ',' as the decimal separator\n", - "# change the '.' to ','\n", - "df = pd.read_csv('../test_dataset/robot_log.csv', delimiter=';', decimal='.')\n", - "csv_img_list = df[\"Path\"].tolist() # Create list of image pathnames\n", - "# Read in ground truth map and create a 3-channel image with it\n", - "ground_truth = mpimg.imread('../calibration_images/map_bw.png')\n", - "ground_truth_3d = np.dstack((ground_truth*0, ground_truth*255, ground_truth*0)).astype(np.float)\n", - "\n", - "# Creating a class to be the data container\n", - "# Will read in saved data from csv file and populate this object\n", - "# Worldmap is instantiated as 200 x 200 grids corresponding \n", - "# to a 200m x 200m space (same size as the ground truth map: 200 x 200 pixels)\n", - "# This encompasses the full range of output position values in x and y from the sim\n", - "class Databucket():\n", - " def __init__(self):\n", - " self.images = csv_img_list \n", - " self.xpos = df[\"X_Position\"].values\n", - " self.ypos = df[\"Y_Position\"].values\n", - " self.yaw = df[\"Yaw\"].values\n", - " self.count = -1 # This will be a running index, setting to -1 is a hack\n", - " # because moviepy (below) seems to run one extra iteration\n", - " self.worldmap = np.zeros((200, 200, 3)).astype(np.float)\n", - " self.ground_truth = ground_truth_3d # Ground truth worldmap\n", - "\n", - "# Instantiate a Databucket().. this will be a global variable/object\n", - "# that you can refer to in the process_image() function below\n", - "data = Databucket()\n" - ], - "outputs": [], - "execution_count": 8, - "metadata": { - "collapsed": false, - "inputHidden": false, - "outputHidden": false - } - }, + "data": { + "image/png": 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IZwP40zwnTzvZuKr4d/Fd3Ts/Ck/REwGSS7emW/lbgmIAlUMrWO6HFleCHM/z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iAAAg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FD5WJ5VnnQ9ez/i4mfFmS9ij3ZyqYN22uAzBl8jClSIts8LQCm+Vf7sULmK4L/b24kIvlK9Yv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\nmSuTCYLz4awm2VkLaLV2ZoTPLMt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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# In the simulator you can toggle on a grid on the ground for calibration\n", + "# You can also toggle on the rock samples with the 0 (zero) key. \n", + "# Here's an example of the grid and one of the rocks\n", + "example_grid = '../calibration_images/example_grid1.jpg'\n", + "example_rock = '../calibration_images/example_rock1.jpg'\n", + "grid_img = mpimg.imread(example_grid)\n", + "rock_img = mpimg.imread(example_rock)\n", + "\n", + "fig = plt.figure(figsize=(12,3))\n", + "plt.subplot(121)\n", + "plt.imshow(grid_img)\n", + "plt.subplot(122)\n", + "plt.imshow(rock_img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Perspective Transform\n", + "\n", + "Define the perspective transform function from the lesson and test it on an image." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "## Write a function to process stored images\n", - "\n", - "Modify the `process_image()` function below by adding in the perception step processes (functions defined above) to perform image analysis and mapping. The following cell is all set up to use this `process_image()` function in conjunction with the `moviepy` video processing package to create a video from the images you saved taking data in the simulator. \n", - "\n", - "In short, you will be passing individual images into `process_image()` and building up an image called `output_image` that will be stored as one frame of video. You can make a mosaic of the various steps of your analysis process and add text as you like (example provided below). \n", - "\n\n\nTo start with, you can simply run the next three cells to see what happens, but then go ahead and modify them such that the output video demonstrates your mapping process. Feel free to get creative!" - ], - "metadata": { - "collapsed": false - } + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "source": [ - "\n", - "# Define a function to pass stored images to\n", - "# reading rover position and yaw angle from csv file\n", - "# This function will be used by moviepy to create an output video\n", - "def process_image(img):\n", - " # Example of how to use the Databucket() object defined above\n", - " # to print the current x, y and yaw values \n", - " # print(data.xpos[data.count], data.ypos[data.count], data.yaw[data.count])\n", - "\n", - " # TODO: \n", - " # 1) Define source and destination points for perspective transform\n", - " # 2) Apply perspective transform\n", - " # 3) Apply color threshold to identify navigable terrain/obstacles/rock samples\n", - " # 4) Convert thresholded image pixel values to rover-centric coords\n", - " # 5) Convert rover-centric pixel values to world coords\n", - " # 6) Update worldmap (to be displayed on right side of screen)\n", - " # Example: data.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", - " # data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", - " # data.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", - "\n", - " # 7) Make a mosaic image, below is some example code\n", - " # First create a blank image (can be whatever shape you like)\n", - " output_image = np.zeros((img.shape[0] + data.worldmap.shape[0], img.shape[1]*2, 3))\n", - " # Next you can populate regions of the image with various output\n", - " # Here I'm putting the original image in the upper left hand corner\n", - " output_image[0:img.shape[0], 0:img.shape[1]] = img\n", - "\n", - " # Let's create more images to add to the mosaic, first a warped image\n", - " warped = perspect_transform(img, source, destination)\n", - " # Add the warped image in the upper right hand corner\n", - " output_image[0:img.shape[0], img.shape[1]:] = warped\n", - "\n", - " # Overlay worldmap with ground truth map\n", - " map_add = cv2.addWeighted(data.worldmap, 1, data.ground_truth, 0.5, 0)\n", - " # Flip map overlay so y-axis points upward and add to output_image \n", - " output_image[img.shape[0]:, 0:data.worldmap.shape[1]] = np.flipud(map_add)\n", - "\n\n", - " # Then putting some text over the image\n", - " cv2.putText(output_image,\"Populate this image with your analyses to make a video!\", (20, 20), \n", - " cv2.FONT_HERSHEY_COMPLEX, 0.4, (255, 255, 255), 1)\n", - " data.count += 1 # Keep track of the index in the Databucket()\n", - " \n", - " return output_image" - ], - "outputs": [], - "execution_count": 9, - "metadata": { - "collapsed": false - } - }, + "data": { + "image/png": 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APk0RXeDC9J1v5Rv7p9eloCXnjMXO4lyXVzx10CjAC6PLAIcKOBZz5HWray8V\na5OwoHkqCy/P+oCcYs/ffr4MiDetCOavl46Zf3dKWQb8w7tH3VTHUn2//M534+HDh9hsNhiGEYkZ\n56u+vG7L4XNUycaDyYkuHtM+yFMNiCptotp/yiog27sIbbKy4kZp3KEryFcXTqB6vdl7o7JkBXns\ng3wn5DJmiVdBXl0nU5J8X96LLLterwsJKX/8XQR6IroH4P8F8F8w86NTOxrZzcEzS/U5uAfINxCM\nkSO6BMTMEAEzuEDwNAf7mh0ROA722taq2QN7SdBMv0spQlwdKyNVt0vL6oE2pbHWp7llakBVBW+9\nri547IapkTlKIBW3n0u91bfeGpUK2K/8zGtJmL93Huwqo1HD6DiOxb2SqPrWl1VCnMBcvQNkeTmV\n1UYxyk5tRk076VnJBICRbyKALt/t1nArgxUoUYVSacMu7X3R652/1mK9bpa+v02ZS1X62fLBp9c5\nf700GdzE5m+qe+kcN5Wb7pWt49N/8nm867d+F9fXV9jtBiTmQiSGeWTnogw0k2yc7BaVyiYgXJxf\nAOTAJ8WIOmFpHI6OAR0nUqUBeetGqQBeVgEV5HXM2n2o9Vw3g3wHAkogpHeS/2qapsLoFeSnGHF+\nfi5JHtUWkW7H5oEnBHoi6iAg/4vM/Pfzx68Q0Q9nNv/DAL6+9Ftm/jkAPwcAq77jAkyuBXsGY+AJ\nfSNBtGAfiBAps10iAO442DNj3FxhyGHWdjkugG/Bvu1/0knabJc9AgaT/EyXiM7BgDpL8EPugCpr\nCBuIWXOXgawSTl22S+ZKREZiDebIK5Ck7pOAjZpVKcZnw5JKODIIAKhhNgOw3i/JbCkDUIM21H++\ndOiYSrZL7ZyT8WJRn/olN0u9F1YGqW6WbHz9DVPWSZghKTGcLKvnfvTVi4rA2Vg+l29mfRCr1Qqr\n1ar0kz1jbJFu6vPQdqkx1m48Yq9rzwjrnLjGuX2mfoox9hD7PgbSxySV20wOr5fN/4Nf/23sdhts\nt7sSCLVe9dhudwW8j7tStpINnMvAaeMz8vFmJaeafGlXBuBG0wfgqW4FWFyHM5iyTTOpWr1xn5zf\nlwbkaR/ku+ARMsgrMfTZkaJsn2qM+VOccO/iXmlTTDFvDZoy4bnFyvPkI/ceAhGAvwvgJWb+H81X\n7wTw0/n1TwP41VPqs252DlRmNOccQChA2mprxhsGNUDJRgku5cbpVmt0ZxclbcE4jjNpoeayFxeA\nfbdLa5x0olkRAAAgAElEQVR1cOiWcuI48bG30bPidmmNwDX3fnG5zNsIWk8Rn/Xoykoq402Rs4RY\no2vB1TA7IYLJBguJucjmkrcbk4zjVPKAW1ZfXC3jVIDMe1+8nrTzKqu3AGWfm70uufZYoopj1PM2\nfa0Cfmb0Vbqx+vuyi+VSUcO8bd+pZQmkDwHqnnyz0LSb5Jn5Mba8ni0Dj53fyl7zMtfmb5ooPvTR\nP8T7/+CjePToEXaDsPn1qjfR2Gp75UU2r/VZyQazsWKmmfJK/MytkVzOxImzZ1omPGS2AvSS/bW4\nR9rENMyFCEUj1Yh2X9spwX31Gc5BvjMgTwbkx7yPs/e+pPtIKeH+vft5dRFN3pxsm8PtJMYnYfT/\nKoC/AeCPiOjj+bP/FsB/D+CXiOhvAvgSgP/wpor0Qc6X9o4AVtaXEgYWpmndBi3D8gxQZoiyVDvG\n7NdgANPmqui1WqqUs8zs1QikfrnMDE9eNr7e06G10uqls9vtsFqtF/V663K5G6okYlMUy25Uyiio\ngL1MCJLyWAdDiXztQtkEXe65sEEfTII1FjezKYPtOLa7UFmjLKcohtppwjCO4mbJ1U3SB1/0RxkE\nlf1YoHfOYcydWHadkiCyfBYxNLP6Mag85xBZI2RDMcbWFBLiYjknBXPZyxpkNSWCMvq5MdahXYUA\n2DPELrlWzhm5RDm24LpkdJ0z/fmEoYRmPgEcY9g3H3s6m186z/x8v/ab78Pl4wzyeWvMrgtigCUB\nUJ209+vPf9oq53L06wHjq1QnfWE+ueZrSDk9AbCcqEz7rw50JVVNAr68KgZT09aGyUNAPs1AXj6v\nZGiKE6YxAgT4oPEtUue9e/dE7kxRbAksKdYLwBOkL51YnsTr5v041DOAf/M2dRER+q4TwFD2raH1\nGbiB6iI48Ci7QGUlx8ooEvcmoEVE4pN/BOwBAft5e9RDYgnsraHRnr9DAGMsAGMNyNbHXjZJGUok\nnLDxVq8HgC44jJNmt1TQ0ICtagxSYymldo/ZaTJbB4ap0epL0JVnuGi8Yzhhymx+CnlvWZddLTX9\nQUrgGCVPvfdwWb6JU0TyaRHk7GpH62g2DueEaRozoxcphQtbUmbn6shnBpfVzc39awms6iTafn8b\nprTH2I/UsYSlxxj80t9N5zjWzpu+O3bMKdKNLb/9jz+AT/zTl/Do0SMxuqaEs/O1uBzfUG8BeYv2\nzmfppAYu0Qzk9yfEOilyYiRjuJXtAOsG8XqMJQMlziNWLxezcCxtPQTyOADy5Go6A3Wd1Hsp3nnV\npmWVBj1G8Uk9+k4pT0WuGwBls+phGAoTrcyeWo+clEpw1SLYkwOoLjNlSbbsjcO8Apgxbdu9KcXN\nsAX7ZIw/UrcaMmsnW1GPLe/KMXYgWAOtBlRV90DV66sXjkx0NW+Lc8JAhNVrb9OO6ZCiyj5VFmKT\nvCz0ASvqc8epLozK6m1mSqDKaV3n91i9rIbr7lNxkgjbnmuUrDeuihZMLcPW64opYRxV/smgjmwz\nofpemKyDSwL63rviJVE9jQhsGL391xZmbnaImmv04qIrz8+h1ei1jxxzrfQz+Upfaz/V+2+/s98f\nA3oy9+QmNn8K+7Yz0JwJz8tNks04TfjV33gfHr72WgH50AUQCOMUM4s/LNc01w8IyGc3Zg2MsiAv\ntpu6WY0yXq1fE42lggfybLvsRmn7RwPyNodUqrEr0r5yh5pncwjkdTwTEeIUMY4T1Aisq+D1el2k\nmfkubOWe5Gu8vt5gteqx2Z2WqvipAHpOCRwrw1OwV6FAwL4aaYEK9gEeSPvuVB6ERHkeyAbIlHCA\n2dcSd5uyk0vdbNwy+5TZZAUtsQ3Wjt6jxzbtStu1TTpfqWQjCdDOK6NgoPrX5+vwDmmKBXzks1BB\nk6u8wwwB+2wTkAmTMY4TvM8eP068cFIO4RNXS2H16g+cqPryll2ojOGzyCD5mXnvMY1T0RIb7xsD\nUlVu2k9fHE2CtWmK6DoF9hr5WXad0lvNrW5c/wWqkn+4WM8bW05lyrdm29T+7tR6Dx37ndXnDx9z\nWzb/D3/rd/HFL30Zjx49yvYvxvlZh2EY61Ph5adjSXyVbFwONJKxp6ctZ6c8Yc585QtoGsD0ZHzl\nXU3dfRDkiyQ5B/n6piRbtCDfBUlQxq3zgco1FeQTQuhKLEdKrdumXh8ZG+Rms8V6vbrVBuFPRa4b\nZsZ2u0WaBCT6vpc0BpnZq6ujJwdPreY5ccSUPVHmSY1sqmO5UfLv3EDbd50YaFdr+NVZMdLWiE3L\nlCnbZ2bRcbazAFhR3xyjbVIDbTXObg2jq4BoI2eDt7lwqsFVtXuVkwBCLIZZY8xm1A1ZMBnwMKza\na54elG3PpihGWTWQanZLHeCc6gbb3ksu+NEYZX3Y16hFptnfRhAAYjbKSjqLFrzrkpXKgJZVkwX7\nw4E8S6BkV41zQ+OpxV7XTeXQETcB+ikTyUnnP3rM/n1aupc3sflvfvs1vOPX34Ovf/2VzObFAKts\nPFe8vFLAgmTjPTRHfCOvQcdhJlOzeyiG1yrZAMrkrYdN6ytfxoTGl+i4Tgsgn9u4BPJ9F9DvgXwm\nTmOE84TQyWq371cF5GX1oOkUuJyvrHozLq1WPcZxROg6nFqeCkYPIoyjaNt938syr5eL0cRZQHVV\nnPvba8qEjgISZsZQsXyBVcpxbdizMvum2zFjGqr+pdGivkS8xqzn2Z+0bpey56zHmGrwk1xqzmVj\nloyq16usQ2UiERnHOTEcaaSc5sKR8zJiGgvgOeeKYbZxt8xBSVOYEIMkcWCJ2QaRhw9okoQBbcSs\n7pWZUoI3mx5Qqq6W4zCWDUm0c/os91ibhvW+aScAK99UP2jvZTdh5EmCAVCU41UikXts8+gTMEuS\nNwdz7W9zCUbbH0JA5zMAsnV3rcZYu2mJzYY5l23qZNoCkq3T6q9LnxcQ48PRsIckm6Vj6veHwf22\nbP7dv/N+fOvb38Jms5ExRmKA3Wy3hyc686JeK7IuX0FXx4aCPDh72OTj7f2xhlcG5WyUuuerdaOc\ngTzb3DU5rQFaqcYCPLAP8l3XzSYPTUwWi5dPjBHrszWCD9DAr73JzPQHSaeC8luVlk8tTwXQq2am\nLJuZZRORvgdlhqdGWiAPfKKSP6IAJo/oUrcA9vKwE8n8QFkTtmDfzWQcBhbA3hWwj4iAAfslCUc8\ncaTEWRI03d4QwEyvl3hfZTE6DJyzUbM1jbEGSoknTj2/TDoV7GOcMAxD0do9+ew5oEFUVFIj2Ki/\ncZoQxgldJ51Uf1/AM4lRViJlp8a+4r2HCx5u3PcDtwBctMuUMqMXJqiPhJmLNqlbSxIIOS3RTLox\nHhM39Lt63994Rl/05oXPD71eYvp2hbP0u0Of3SQV3VSOtVPL5770Ffz2P/4gXv7a1zAMI2JirNdC\n2PRhLN7nImkZyYZciX4tRlTKB+vxuvNY7hdlpV0Mr3Kc8CpnUg6rG2XKLpGAgnyMdhvCeX8Q768l\nkKci1yyB/IQYEzTf/DhNuDi/gHPUGFwPgfx2uzUrEEYIYke6vLzEqeWpkG7uyl25K3flrrxx5alg\n9Akscg2J29Fut0NKCV1eVuvSRTfrBWq2S++qpKG+9n0KhUkXVq9amv7eiS+2ZfUAGmY/gDENYlTV\npbyVCgqrB4pRR85ZDXw9Sb27Wa4akMR/qFwzDAPW6/WiYVa9cIJ3GMbYyAfOBXivsoQyH7FvwGlC\npCqVFINnF9CTxiNU+aa19EudqtV7X3ehUm8EIgKyfBNNJkI1jocQEIMv8g1QjV+W0TvnslQ35YyY\nCZL3JksY3sE5WR7HFIXJJTVO18jYElgmyk2p/5B0s5SYzD5vlW7Uj/6Q1021mbTSTSPF+H0ZZn7M\nsT9tF4DFgJnbMPMl2WZebrvC+Ufv/Sd4+eWXJfgtJQQvHnO7KVbb+Fz3R5VFqjZPxZ0yxgXJJpey\nutOlANuVYq3XlxQHvuAEZ+Fd72a1td3A5p2umFWGxBE2L3mgYkrZNuAxjhPu378HAEWuaWSpmaR3\ndXWN1WqVx5qTOnLO+q4LiMP3kNcNmLFLo0Stkui9muJXN10GUKzMKRtn1YBofe2ZGTse0aeuLBet\nbk6E4s3j4RBRwR4wMg4zsD7HwMA07soDuAnstcPY8wJinN2kHeBaKzy5Gva/2+2wXp8VYIqR9uoL\nwRUPHP3MuQDnquuZDFDKHjhV3pmmhGEY6qYKZDfdqP76OqHGGJHI7r/bQXfSsonOiFPxzNHUqnPv\nGwuQRLS/UQTVwLhxHDCOE/q+hw7CckxepiekIt9Y6WZPFaDDUa9PKt0ckleOHX/T61PqXQqUOlTX\noc/qd8ufz2WEm871h5/6LD700U/g619/RQzyMWF9fiZj1oCwvcNFiTH1U9bmVWNffCYs+dpBqOkk\nGGUfYsUCb8asetm0kdTSgKrLq1Z+M8gno90vgTwzF8ISvOaFinjw4IFIrZq/3tgIBOgrZlxdbbBe\nrzGOYwkM3Gy2SEnijJbFwOXyVAA9I+vBkJzMfTbEqpvlarVqvD3GcSxbdwHqfgkwVWPMwCN6dECs\n/uKikxI8EZIaZxP2wN57X/3s12cYwRjHoXy/DPZyJdKBWv96LWuXwR6WyUkn1Sx1w7BD3/fQ7Jfi\nUdb61jO1efClLW3iM/HGYUjkrG5PmMAsni0hBHSrgN71udPKb4TVV0Ov1FnB3vtethtMZhPl3A5h\n9REM2X2qy+2VvPZTY5BmtHnqFdRUp9c0C8rOxWAubE/2zhWDLEO8geS5uYZZ66Q6B3ILHnbjEGX0\n2pZjjF6vd+5Hb33o58e3Bvn29U1s3k5YtwHzpQmlZfOng8Wx8pu/9yF8+UtfkrEZGV3fISUBukrm\n97V5JePaGpAreFBWfDNtvrlf86CoJH6bniSBGICszUtMSZtpsgX5fZ1c27wP8noLuy6g77sGsNns\n01ADshLu378PTSNeVw024ppK+vFxGIt3jYL85eU1nHcIPgB0G5h/SoAeEI+PBADEYOcK2KuBVrxx\nxJ1Iv4sxlsyVkhDNF99ZBfsOARxrJxN/W3G9TJSBOIM90KZhqH725xiBkuwL0AAvNGAvnUz2d10y\nzhIkoGqYZbt0nsCoaY2n7GaKXHPKngeADFLvCONUgV7lCu8lHqFKOJSNmupXHzGOFeiHUPfDtGxE\nz51MsMg4TQjTmGWKKk/o81FW74Psd6kZLVXWKFuj5XusHj57QB8jhkE3iNHoYipL8QKSBfyq75s1\nxuodL8ZZQwL0vQyifT/6U8tNzLsF2eXPT6l777sDQ/z1Xse83JbN//6Lf4iPfeKT+Pa3v10Aru8C\ndrsdAI0wbbMtqmTTXCNRTlomkahYMsCSNcBSMcAWLxvOxtfM4gFkJg8D8gLeyCtZ6eN1v1htyjGQ\n7/Mm3p0Bec2cO44yVjtDTi8u7uXrimWDcbkyme2qZ400IHQij4bQAWA8fnyJ0AU4+FuDPPAUAT0g\nYB8z29vRgD5Hy6puX29CVyJpp2lq9HiNitXPJKiqRtDqcS7frKSdzHjPHAT77TWmaWwYnwVGFLDn\nUpf20NbtMmCcZbsUl0uRcMZxgHOtXl83LM8Rsur9k2ruDOT9bMXdMrN5SJSo7mmrOuQwiEvnFCac\n+TXkkiurl/bn4Ki8laHmjXeuK6y+sC4AlDV5yWjJuaPm1U/2vtF7kfKA1olEj9MgFfHfj1it+oYl\nuzxQU5Kdd/T69XnVfDeZrXJlaUvyjN1OcL4pujD6XDfdrNFbRr/kMrnkKjmv076fe/Qc+vdQuZnN\nVxnxNmV+/G/+3gfxuc99rmyW0fddjoUomk0jqe2BvFbnss+8brdJrS5PmOvyZJi8+sqjyUapv6ts\nnUu7Eue0HSktgLz8chHk+9BEvCrIa6ph7TtySR7r9WoZ5Evf8NhstvBmi0nN5KoytiRE2/dcO7U8\nHUBvDRiqSRNhhxGdr7q9MAS56brcVmZWwpudZIUDV6PixBOQI2i1WNdLOAfKzJtAQIqHwT4nQdMi\nYO9mYJ8AVtfParQpgEQOCb5xuSQS46zmwxmGVq9X6Ub1ee2ARHUVYhOf2YjZlBK8cbVUgLV6vc+B\nV3bgex+QYsKUkypN04hxDHmPywpedhDpAEs55XGXqqHSJv2yDNuuJiqrH3JsxbocJ9dYGb3SZFV+\nmbntSzcU1eir7/3tyhJwa9l/f7u6l9rPzCXdw/zYJ1mVzM8x/+5Y3e9+3wfwqZc+jaurS9kdjSTO\nQ1mtyDCHJRuVawBxyrAauyXzDL3fVpevfu95XhA/9U5iYypo7m8FqClRarpjveZqL94HeULf+6LH\nI1+bgHzEOAn56DohXF3o0GuwWPGTF/Knz8w7h8urK6xWfZYkdT9ih+12l0lQByJX5kOVwb6rQE9E\nHsCLAL7KzH+ViP48gLcBeB7ARwH8DWYejtUBABwToDNa1oUJwOhkm62u6wrAWu3egj3HWHajkkAp\nV3zqNXo2mEvWgepBiEb/A7AI9nJbLzCcBPY888QBNNMkIN44OzMZVRkHAHyZ2Farfb1etx8ExHto\nily0aAHzAI5qK1AvHPFFrwnPKlPoug69P8vXW3PdqyFXJq42Wna16ooHjt4LBwLniWOXPXCUrfv8\nBwDefKdyldW0I4tBVthR1bttGtdxmjCNo7yHTkxVIhKJzpV7ACwPDpUFbU55nSiOMXoialYCtv1L\n7N3544xeXx+qw06Eeqz9d15uWgUsYcQScCytCrRcXm/w/g9/HJ/9zGfEuyRGrNfqIVJ186Y+ZKwl\nw8oV6FM1wDo9BhXk9TeUL6CR/gAEV33lNdUvAGmDAXldbaYo2SjBdVJRrwrrIZZyTErXVZCvKwiX\nUw1HeEci5cRsV8zRr7rXgrRTnTDkXl5eXmF9tsI0TpI8MPe3q6sNJFCy22Px9u/U8p1g9P85gJcA\nPMjv/wcA/xMzv42I/g8AfxPA/36sAu8lT/w4jgL2TjfVyDOxYyTH2Quj5hJnZqx4BZ9dM8dxLL+h\nLM9IOqqsv3MCp5wMLZcC9trZTN52GINjG1TVgr2AkDJqPSY10bPSOdooWfXEsYx2bpwVA6i2NzbG\nWa3X+5r4TM6fO1g2TnmfNW4I0DuX4FxCilzu5dR3OUqv3dzFl846ZfmmbjfovIc3rptEsloJIWAy\nidJsSgR93nrfrfeNfiaTkAROMVdpqvzOOaz6XgZockWVtyuHEsXMJrVyo+XXz7pOco24TCgs0Pch\nT3rgPaBeknvmEbGlfzhft0OcAfah94srBRwH+2PAfJtyym9/5wMfwac+9aniUht8KAAMoKwQa9v3\ndXl2rslJU3R5BXRULyOdGAAUY77WX10ow2yVmVd8lF8pyGsOG9s4lmMLk48JiVuQV/Km+12oO7D3\nDn3XY4oTzs7O8qpWNgtJOpnka9fJYTeMWK0lRTY5D0fA5WPJpBu6AEet/WgP5G/xeJ8oYIqI3gLg\n3wXwf+b3BODfAPAr+ZCfB/Dv31SP9x4P7j/AarUC55SgdlDq8mrgEQOPJWo2xojtdotxN8Dlgecy\neHBhBlTS8xIREhLGNIokkZmlLvnBDI/qm+2dK1F0anTsvDzw/uwCcL54B1U2jAI0MmurplyNjzYk\nf+365jMAebOS6lsuYFfZpK3HDo4KuM64k9UIW8HwarxNSVw6x1Huq7q6tROPzakjE4duTsIMmVBN\nu5yVb2a5b9yccRM1Hha5DwmrTxG73VDypaidohyTIwXrsL89ywHQ+Pef8vslieYYKJbvDhyy9NtD\ndb7eJGZvBJt/5Zvfxj/5g4/hT//0T4sE0nU1u6mw+dl2d3PJxtU8TaX/60RQT5zf138ZqNvpsery\nFeQ5tZsD2WvUzeyLJl8lewPy1IC8pjUA5xgOyrnk44RxjJIvq19hmiZcXFxkktaCvF6Xcw7DOGKc\npny/EtTt8/p6i9B1CF0H7wKWQL5xXvguulf+zwD+awD38/sXALzGzJoM5SsAfuSmShw5PPfcs+i6\ngMeXl9hsNmJ1t1KO8Wka3Cg3l8T7RgOs+lVf8q4Ud8kiz4jPPDMjIbtfpk5cIwHDxJHdLwkUCJgm\nINU9VS2z57OLRc1egEO9ceryUTqdZsKrNoG167FNQ26u2bDE2yyXc71evYvU7ZIyg08FyL3jYoxU\nRi/Mou4sn5JshNJ1HcZVh5XvYTxNG1Y/TTlffVxm9UAONc8TjaStMN+pG2SeCMqgRDWW6fWrP70a\nt8o1BQ+fB7tIN2ZfAO9mLpaA3SBC7hfvve77XkhGXrkp0EoqW5Vu6kAt8luWfKxLp2X0QAXIJfuE\nfm/fL7laWtnmJknG1ntTqcDPi58f+937PvgxfOITn8irzpTTO++vnqj5nbnePMaS9VvnnOrC/Kaw\n+fK5Al72iCGURGU6PpIxwEsbxBum5pU3E8ANTL7vAkJOUBZzEr84TRjztohd57HqV9gNOzy4/wCM\nKgulPaOrw3U2uuoesM45yREVE0LXlZWCLRbgARTZ5zZA/yRbCf5VAF9n5o/YjxcOXaRIRPQzRPQi\nEb24GwYQCA/uP8Bzzz6H+/fuiyae3fCklpbFTmkqcg6RpDbebXfgvJ9pCKFh9irPFPYGxo6HHH0X\nm4jO4kUCKknP/AKz77sO3dkFmFxh9lMGN32wPoMPOZVcagReYc5M6KkGXBQ27avMsdvtjAG0Dnqb\n8Mk7u3uTsnqZy1tWX8GQE8pkOaZRApEMwACzZGGM4l1gWX1xyUwJHmhY/dI2g6W+2QpF79uUIrbb\nXXY5k+hd5roEVmC1Ha7VLveDp5aKGmT196cWBcM5cC8fu/z7Q8z94Oevw+f9FDZ/7HfzOogIf/yF\nL+ODL34MX/3qV4vftzcT7qI234A8wN5Xb5m8mp5fMs11eZjYCwh4aZIw7yVnPRsQz+uAAvJLvvLA\nHOT5MMiDxPMsxpKhsu96DOOQA6FYvHgsyKPaaC4vr2T3NJZzeO+x3exK/po5yM8VAJ3wtN7blCfd\nSvDfI6J/B7JV0wMIw3+WiEJm9W8B8LWlH7PZHPx8veLr62us12tcXFyg62QZdnl1KZ42DJCvN4FT\nKm6RiXg5wMro9gAaZg9XjaQlitaUYliDuF8Wtj9n9kFvX2X22pm9R9WJc4nQicsV4C2ufJQ3JEmx\nYYPOA8zZ4DOOCEEnhLostm6XjqikJmi9cGJm+65MBN5XY9EwDGKcPeuw9rLDUyp5/h3YsHpmkWS6\nvPx03peltFy7Q4cux0HsMBk7B4BmZx91qWwYSwb/cRoxDLvijaCbtDjvQYnRryQnN8UaY6BRiMXF\nkouFrZm8ch8EUIOmrDuosnPd1nDO6ImoMcTu2REsS/c2ZcXxJGhzI6wWwmns/RQmP79++/qUiesD\nH/sUXnzxI7k/xBwwFMv9Pehlk6vlTJraTUTQ6PJy/TM9XycQziDvHLriRjkH+XpNcq5ZH0P1Xinp\nUY6APJCTkyVG33XF3hRjxIP794sXj2j/xkMsX/jjx1c4O1tlt1PZUOjq8lrGgt9PNzzX4+cAf5vn\nDDwBo2fm/4aZ38LMbwXw1wG8l5n/EwC/A+A/yIf9NE7YHDylhN12h+urKwzbLfqux3PPPYfnnn0W\nF+cXMgNOlQHn8+ddY1LW7UPZ7Wi73WIaRngngVdgLqsDy+z1Zg08Fu1ODaDK7h2jbPflXZUbCrMP\noTJ7UAFM+X0qjF5BQJSompvGztgdBQnksnp9To+sxlkF67JSMIxYmazaBOT34oVjNXbBvRr0RCCM\no3j5DNOAmP8T7xsx5Drny0YiqquOk+aOrwCl16YbPPig6RfqNoTqHVNkErTLUwVUkZWGMoEDtf1E\n4i9dDXylX2aD4GKf3ftMNwjXtt+mzCWWg8eZ42+q7zbfnVrfqaBw7BxEhD/6zOfwR5/5HH7/g3+A\n1157FdOkpKTaSGwcSa1DdXcCXLXLFINifoCHdHkg9w8z/nXjDu8lFUDZsBt5H9oM0GVjbbM73B7I\n0wzk+yWQF12/7/PEkofaxb2LnAl3ypuUcPb3p7Kz3fX1But1j2mK0Fy6oseHPZBvAF7HwxOCPPDG\n+NH/bQBvI6L/DsDHAPzdm36wGyd85evfwlt+8AVw2iBmVv7gwQORYR55XF1fY7K6u2u1+8FNCMEX\nn/vtdos+9ej6ruj2RQbKYJ+QEHPHGbNZgRMjcL0t3vuS054CgSJhwlQkiYbZn9/DcH2JYRC9XRif\narR5Tg3I0YNtamPtwEueOOQAl10srX89oB2DWlbvKqtvvXB0MhDwlUlANwQX+abve/SdeDedu7N8\njlRZfZ4Ik92iMASQ9/BmgAdfXWKnvK9Ab1ij6vQlZ05eWViNfIpRJp9hKHKNTk66xeIUJ1Cscpzd\nCUuW4w7g1ADWHNBVa9dVh9XbuxwBGVxl9FrPUvqDJZ98m+tnj6kbINP6526V9rgnYfOH5jF7jkOS\nDQB88OMvyb8f/KCsPqeYg4FqcNTcAFtZuRySyFVdfq7JCwtqvGwsKKscJOkNJEkZEdXNQxTkkQ28\nJt323GawBPLiHinjWScKcB6vYPSrLqdHJ6zX61K3BkKBq/ukcy6nahaZJ05J9oodJ0xRAwRnqdG5\nErTSH2arOmU0BGBn9oW4qXxHgJ6Z3wfgffn15wD8ldvW8a2Hl/jWw0v8xR//c0gbuXnrszNcnF+g\nC12WcsT1SOQcJ3JOnumJGVNOENa7w0balFLR/nR7wmg655Td8UI0xlkv+e+ZCJRBfUIsYKdgz1AD\n7WXZjlAHiQ0YCgbs5eG2bpdnboXrtC2fiYSjAK3Jz3QD7epjr9KJGmet5h1CB0xcJBxlsNYwG6dU\nwB4A+lUHn8PH9RrUN5gzux6nCZ2RPHRASf5vX/LfWM8aZfpd15X7lNAaZNXjaLfb5jxDs71YvQcI\n2A0DHOUBnWUmXQEp2ySkPdCy4KaAnVIq2VIV6DXU3R8B+jqxtP7v5V4c8KGfl6OG2BPdKg99dmi1\nMlHlBigAACAASURBVJ9IDpUXP/lZ/P4HPgAAmEYxRqodTEFed3KqDbCrLSqSTfEUU5CvyzEhcLP7\npGweyB422Y2S1JifKsgDNbq98aM3JaV9Td4rk8/SqIA85z1uSdx5IY4Eq74vtomYYvXFJ2N0vd6K\nc4AjTDHBO4fdTjZG70LrGw+uOaWshIZyZ/efz3XOqntqeToiY035xB9/CT/65hfwwjP3RW9fr9H3\nPZ577vkSdvzo8WNsNhtwjIBZduuDTSSRsyqj2OAqZaECFAr2VJZoQA2usosqlThANaVxjOKbr2Df\nF83+HsbryxLJCwhr9B4t2I8VdOdgv3arZt9Z6UBcJBy1PbSa/TxzprB8IgWhkHPhqBFYDamqv48N\n0Hddh3vuArI9ofrCB/ipZfWSwtiDnAMZg3kNYMl5djIDKQzY15QJamBTd0fL6rfbHcZxyOkQqrHV\nO5mAUwGE6mE09wFQwJwXK91ouY3UcYxh37a++bFzFvok5SZV6hibH4YRH/joJ/HhD38YAIpxs+87\n1MjvfddUK9mwk8m87uikDBWwNpT5ZKgShury4kbZFQk18QLIm7QG89KAfFKjKKEvu4vpzlKyYiEn\nIJ84YdWvcg4aszmPcRCQMerx+PEl1us+u1gyQnC4utoKuTki1QBtEsS9ZwFgShHDLZi8lqcO6AHg\ny698C996eImf+NEfKkuj1XqNZx48A0BmxIfhEa6znJMYIEdFt3dEGNyIru/gJtcEV4W+RtJWsCdQ\nXkZN2RsmkgRX9agDTsGeqOa5wTQdBXuVcbTzaoIxAAhdC/YaCEUkWyCuqMNgc+K4rPBl4yzQauPC\n6rnUo6xej9GOrLlwAJf195bVb7eymuj7HsO6R+876KKnYfU5kZQAdVfyfWt7O+8xdQFjF7DbVpdX\nMfB6+K4NNlIpzsoYMUbsdtt8H6mw4+ADmIDVagXke+xSZeJ2BQWOewCi7bDMvGyZaKWbPjN6wt6E\nUNJHGEnJHjM3cB5qg5b5cUuSyuth84fKIclmXv7gk5/Fe9/7Xiggj2OUzJCcstqyz+aVyatkw9n2\nlLIuTwXpW+1Zxldtn24d6bJ0V33ludhjFAYtk1fCY8tRkO9kdRKzjDhNErsiqQkizs7O4b0r3nm6\nwpgz+UePHuPsbI0YJ2RVGdfXO2NPKD9rQF4nivpwUFc6+d5sh1097y3LU7vD1PV2h4//8Rdxdb3F\nZrPF9dVVucn37t3Dm154Ac88eAZ91y26YcaUMPAECmKQTUkAbNju4Eg+Y3XtQn1YwdUc7QkJOxNc\npQZYMMOBSsfz2dBZMm2GILrv+T0x1KRUtGbRzrmCQ8geA9xufCAGTY+AmvddO4T1FVdmr5o0URuA\nQmQ34hb27kgDqVi8UljrE21yyBsb7HY7DGko1EtkFV/0dWbxgBqLqyWXACoAmdV7w+rr5icAyuRT\nfOpnQF8Z/VY2jy8uqVVz9SEYeQDlXmLfJrhY7AriVGOsBci5h8w+w7evl8HUrjYWVwlPyOlvuq5D\nqxIiwqsPH+P3P/xxfPazfwzduBqU88BkXeGwZCMon7JRUnV51caB9pqrLq8ZLzVtgN0K0O31gQry\nU8kpM2/QMZDvMnFRW9E4yQbe67UGQd0Tl99Js7lyMcZKWhHpOyWdwTRB7Wa7YTwI8nq++syp1Ksd\nh/Kx17vt6wZ54Cll9LZ8+otfww88+wBvefPzZSm2Xq/Qr1Z4/vnn0HWhSjkcQeoZktnD5ETzVRfM\nqttXKQcZoAAAGeyV2TMYOwxYxb60KYSQreqi2RMRMI6F2XvvJaiq64BziSUbrx8XKUdkHMM4kROT\ncStBOedkw3OuG2k75wDHcFxZoxho11jKiSO+6jWQSgA6lPw4uoIg0r1lfQHizWYjxtnzHiuveetb\nVq9tE1ZfQVvZ+6oLGGM2yubdcKYY0Wl7MqufpgmJqgeRsmqG2CT03gmwZvYcPNbMNdeOi2C0OW9U\nHyZUxmyLGmCtYdXuN1CNsZW1aZlvCj53rbQrk/lv58Uep+/thKefLf1u6V/7WsfNoix0QLLR8rFP\nfx7vfvdvgAgYRukXfSepc7WeuUQyl2xKny4aPAqYN8xeVzJzkM8xIWWPCOYG5G2Od+t2rNci0acL\nIN936IJIMSpHTZOsVtbrFXa7Ac888wDWdXLOvinH0IibacA0Rjgnchcz0IW+MajuafG+NcjOWfww\njpiMrPx6y1MP9ADwjdce4RuvPcJf+okfAyAsMsWE1dkazz7zLLquw8OHj3B1fSVumDO3QziAl/zt\n16s9jxw11Abni7sUcwV7fUCN5KAPaxrLpuOav0cLn93DlHV77SQt2HNmI5oATbxxgOqJk8zsL8ZZ\nQCNwJUFZX9iObi4uA061el2FqMGpSjiA+KmH4JGGvPnBqInVVlh1PRw8mCOc82A1sk7CrMYcDu6y\nC6ozINVl8Ix5AknGr95nkB2GoRjX5lGyyuqHYcDFxQU0EE12tXLYbjcAgBhF/vJe0jjLaomyMbY1\npmqx0o0C/iGgn7th6u+WfOgVjGyWz0NAa5/rHvAuuNSdYheYn+fQZ4d+S0R4+Zuv4nff/wG88sqf\nSZ92mvaXC1DHI5INE5C46veK6epLowFNe5MUw3jYEEKo40SlSb07bT75qpcDdRMPC/LMQCgg3+V9\nEzjbkBL6zmO9PsNut80gPw+00glf6txcb+G8SLLjKDlvNpsdnHfouv6IVLMfJ6Gun3ojr3fb5Yf6\nOspTK93clbtyV+7KXfnOlO8JRq/l45/9IgDgx374B/DCM/dkY4qzNe7fu4++69E9lFw5wzCULJjW\nQDu6SYyxo2RI5A2XKFqVGmKMEhikzC/LE8rq+9QVaaN4jxgJZxhHMWousHrgHqbrx8XYqQyzlXCq\ndANUBqoulyrhKBsQLxQ1Ek3QRGbS9LoZuaOEGFHYiEbMMseiX4p8E+B9Tu08jbi+vhb5JnQ4c2eN\nB47eN2VVk0bKqn9zZkN98NiFgFFZWawSl/Wp101kSrBaZsJTjNhstthsNnjw4AFC2Dfaar0JuhqS\nvyNkN9+j9n6eqtPr83vSY+YSyrwdx35+jNnXeg6345Bso//+4We/iHf8g1+FI8J2SsXVFCSSpk0+\nKJ+32nxxp2yusR58yDhdXCkheyKo48MhyabRzfN3Vq4BKpv33pWNQ0RulC1JxylhtQro+xXGnNKg\nsPmYsmcPZU3e4dGjSwDAet0jxYQxyp4P2+0Rw2v2LNtznay3D1Me+8N02qbfp5bvKaDX8sWXv4Fv\nvvoIP/Fj/0x19Vr1eP75F9B1PR49eojrzQaaOoGA4r7HbkIIrgmsUm8cQDqjbrVXlvkJBewHjOhS\nACZ5eGXpDpFwViTRsdGAPYDiZw/cxzTT6zWXDIACvCI7Vc8aIsKZWzV7zkqDkY1BrhgWRYefQFRT\nPYgWqsCvxtQgm4qkLJNAXDBDUJe5iGkU2WS1EruIGFVlQIcs36hXk6ZF8HmS1eVi8JIXqOwnMO0w\nxQk990Xv1+AqfU4WgOU5bcouY1YqIeewXknwyhZbuCTpEiTNgqZBcCCTT74NNqsyjNXqq3Qj/aLz\nVaOf/2YpWKqxNTi6cTKZa/HVtfI4GJ86kRw656Hy5Ve+hXf/xm8hxQnDOCF4uYelfemQbCPCTMoT\nveaCV0eBaoA1k5tpKxuQ1/gUierOdWVoZM5SZ0mKxsXAezPI9yUrbIwRU2SsV13Z5/bevXv7IK+S\nqfN4+NojnJ1LHItMNBLHs9tNCKErEhdyazXClYG9jWOsVPMkXjU3le9JoAeAq+0OH/vM5/EX/rkf\nLRbz1XqFZ599Rgbgw4dFsy/s3hpovSuBVRJFK52262twldVcY6yul6ObmiCMAvbkQN4XH34Fe0D0\n+Op6KWAPqEZcE4fpRJNSgoP411vD3Mr12KWhGegS9yUdaBgGrFbrPHHYSSNH4SYqABSCGnonA6zi\nmSNtjhjHAZuNAP1qtcI9fwHkBGPee4S+K95CustO17FsdWiAZN33GDLQx7zVYEqp0emtm6XdjISc\nrJS2223RvYlkdx4fAtZnAvRT1mrVFiG/r0FTNqAJaMFvrtMT5Xz0mQCoMVa9h/Q38zw3czCfbzii\n39VVV7vxzCla/CmfS5/ddzG03x8z4L70hZfx7t/4zRyBzOg6Y2NgrlHq5XdWm9c0BzVPiwV5EeqV\nzVcizvmVY66ulL7mlmdzpGjysSQPQ3bLVLdIoBqhLcjr2OTcx2JknK36krvm/Py8SYAG5O0L8xh8\n/Pgxzs5WZQctsa2JLa/r+pLbBkaPT9nTqJAzXWrmf5kZm++gHr9UvmeBXssn//TLePPzz+Atb35B\nomnPz3D/3j0xtrwa8PhKpBznIXk21K3JGGiHYWi3KTQeOXOD65SNPiNVFysgR3siM23vsVqtsNvt\nStStApeCPfM9TJvLIuMo2DtXUwfUBGiV2XsST5xpxvadQ/HaGcfDhlkgIkZlmJJQaWIGc3XB1NDs\nEESamcYJm80G6/Uaq7MewYXC6ruuQxynMhhLQJqTvV61w69XPTbZ3109cKY4IWRPnZBBNsaIONX6\nqkFWVl+73Q7379/P4CrS2NlaUjXstjvE5AACvMm4Kd4bVSazBlkdjJqgTMFeQV0ZvTXGWqAvidoM\n4NeJtYJ/8ShZYGxL/vOUEfAYg59PDPPvj8lQx1YEX/yzb+MXfuEXEbzDdjfk2IXKvGOaZafM2FaS\ng6Hma5LP80Hl8NzuSuXzv/JRcVt2BuS5pjeock27BeAc5PW74B36Xrb12223YNTcNWfrVdlPWRPb\nlT0qzKpjHCeM44i+77AbJ/jc9t0gabT7btVMhNa7xmcHD22/BflxGjHGJ/equal8zwM9ALzy7Yf4\nxquP8Jd+4q2IKRX3yxdeeAFd3+Hho0fYbDYgTZsA8fyAcxjdhK4XCQJA45GjwIMMOFDGnXdbGpGZ\n/SxQTVwgHdbrdQFy642jYL8DMG0ujYxTo1jVE8W6W2rd4nJZGWEB+5zpUn2KVa8XvbqCD3FEjCZV\nMQdMk2af9CVdquijEeOYsN3uil7/IOgkIlJR6LvMalKO2hWtPjeoLINXGTSHECTnxxTBfQ6eyikR\nxnFcdLOcpoirqysJksuDVAe6grECjrK/mzxOtFivl9to9PNyimY/b8eSB4Z+7nB6ffPfLwUMHTte\nP5tiwot/9Gm8+OEX9VP4DPLa5mlaYvMZYMnlVMJZ5skbedhzWMlGbSlaHBGCV2mxjRplyLhNJ4J8\nyHsJ9L1sVLTdbgGWXaGYCefn62aSLyCfKsg7l9MZkEiQIs8Qdtvs0us9utCV1Wtpc5Ygrf2t6Vn0\nnfWqual8XwA9IHlOPvqZz+Of/ZE3S/qE7H75/HPPo+97vPbavpRT2ILjsnTTzUy2Wa4oIBYjXKi7\nvoxRWOfkxBWsn7oGJJxzYOdwdiZsc7vdYopxEezHjRh2rIwDiO//sBvAxr9ez78iATd1u6xgTwBc\nDsyqen1K1Y1P9X9lrSGoT/wE9a2X9vgyAMZBDLPr9Rqre6u8QQk3rH4cRzC4bK+mhmpABsB5zs+z\nHQZMYw5Ei1MG+oDVaoXtdrvoZjlGOb/ES+iOWxIpS3kwrXLa4qRLf82JIz2kZiG1g88wek1utqzR\n16hbTRin0g0w2x5x1g/mMol9jtb1co+tH9Dny/dH2PxS+L9t0/x4LV/6+mv4v/7vn0foPK6utjna\nWY6bFqSguWSTuLJ9Z/bzbY+1IF/b6aEZKSU7pPU3JyhZqjtL6UJBQL5et4K8ym6r1Sr3m5zWgATk\nU0w4O5cEgZbJkwH5R4+usFrLPrC7YYQjYLeLCLlfeOdbkDdOAqrHq8GVM4uPMWL3HTa23lSeCOiJ\n6FnINoJ/AXI9/ymAzwB4O4C3AvgCgL/GzK8+UStvUT731Vfw9Vcf4id/7EeEmRuvnFdfDXh0+Rjj\nNMExGilHLYfOuwL2m80Gq5TQrSRYKo6yjWGRcTLYwwHbNGCNHvbxOThdt+Ls7AybzaZ0qAL2zNjh\nXgF7AC3YrwTs1b9e/q1Ade7XuJyuDVOqxtlpGtH3K6PXG00Ywr5UAgkhYJx0CzZps3ce8B1CED10\n2OV7slphvVrBsfjVS6qAvNt9iogxGVbvSidXgFmpDWPaIU4R3HEB+xLXALs1Yo2Svb6+zp/VICSV\nT9brs/w8Oe82JRqvPg3v6vGNwZP2fekr0Oe8P75NqibPqQK9lWmqAXw/bUKRZXJpGK5t04n9Xeuw\n9R8qdvWwNEnsxojfef+H8PnPf66QhxCyjSrHrrS/aSWbiAVdXvUKa3wtpxa0dkX+lMkZhBK1TvlE\n6YBcM44JOhzmIK8ZJq+vrgXkM/m5OF9jHEfcL5uFTCY3fjW6v/rqQ5yfr0tELJgxRkbf9dUrT25s\ns/rQbS7lQriRbLbDYOwK373ypH70fwfAu5n5nwfwFyGbhP8sgPcw848DeE9+/10tl9dbfOSlP8XV\n9TWuL6+w20qirje96U144fnncbZaiXQTa0pQTVUQU0R0KXvDyM5Ou80WlNnGNI4l13rwoewpm1LC\nNg1I2Qul7KrE0pGFRZwLGHB1Iezz/rf+7F6J3NVdqhQk+lUPSVDW5q/Xvwt/Vj4HIMbZbAQchl3D\nGu3vOFUt3HvNjW2PARxJgJX3ocgnu90OW96VVKvOOXR91rZzII2y+mI+47pbzvl6LSAZcloETZjW\nhRI1bNta3SzFVnB9fQ2AG6APIeD8/AxdkJD24MXrRr/TDUmUMVo9HqjG2Plfn/+Wvpt73FidXtm/\nNQDPtXgLKnvA+zrZfEk1MCvFOLxwLi0vP9zgf/lf/zd0wWOcIryX6G9mxjQu68haVyRqEpa5bHC1\n11NmBlS5xrFIIiFP9DD15BPMQL5OzuNomTwKyK/6DuvVCtdXV7i+ugKzpDXwzuHexRmGIe8IlSrI\ng7lGuwN49PAxzs/Wec9i2S4xJsaqX2UPtTwZz/R4jZpXkAcyyLOmMfjugzzwBEBPRA8A/GvI+eaZ\neWDm1wD8FGRTcODEzcHfqPKJP/4ivvRn38D11RU21xs45/DC8y/gB3/gB/Hg/n0BE92dKP+VfCwU\nEXphbMMwYLvZSK76HK5P+aF22WikQLblFuyVwVP28y1gjwr2KwX79UXxAhL3r1gAous7QPe8TbEB\nfADNJuOAsP/qnqgZGqkwTv1t1FUJxLfeUSgAq/ty+rLxssewG3F5eYnNbpO3Haw7J4XMhJU9jWqk\nLSAk5+2yHu+yDjvlPDlqEHOu3WJQmdY4TUWn17qtFt13faHCxXe52Pnmfti1HNPojb1d+skR8C2/\nUTD6/9h79yDbsru+77PW2q/z6u77mHvvvGc0kgGBi0ckQoxTSQVVClJUnKRMynbKAUouXCnABKdS\n2K6UMZXEJpRd8QvzKGEjV4hBxqSwJUiRAHZsQA9GgAQSkmYkpJnRaF733r7dp8/Ze69H/vittfY+\np0/fGc2MZkaj/k319O3z3Gefc77rt76/7+/705uAurHIhqFD8qXELm7/rKx+1wKRLl+2lnf9i1+k\n71tW6w6tdJ6X67b18kTMjsIqkVIOC4zWA6CPnR0TkSMPJe6padFNAJkEBOlJUn3HJakmKZN3AvJq\nAPkygnxV17LziwDcW09RGGbzGW3Xsb+/L9/x6I1DyuS1+NksT1bUdcm67dAK+k6+h3U1FFzHipr0\n+UlJQ4iFh3TGems/b1vhlzteCnXzBuAZ4J8opb4aeBj4PuBqCOFJgBDCk0qpKy/9MF98PPnsDZ56\n7iZf9+VvyB738/mcsiy5ceMGt46PpAEqbvFPcfeloVRR8hg56tQopLTO/htg88i8lW4zjbPBQRrh\n86bTKavVKn7QhPpIhcoW6NuT/IGqqpEsq4K+k1Fkgz1sGiEoRdre2yFTHBVnBUg1otMfQFQj1gFp\nQUkUDhBpHI3ShqKoYqG1Y3WyYjVZMWkaZiO5pRS1LW0bFTjOYm2RgTuBcgiB2aSJ9M3AjabmqTzg\nfYf65mS1Yrlc4v1gRpa40KIqKYphSHUq8qbFTauw4WWTjiV9SXd73cj7UhWbmTkMslrYpGgSCKSd\nyfblZ1E36Tbp8u04SykzZPOnAXkcO3cO8e9nTyzveMc/pq4KvA9UZTpv4Yziq1A2gU0uPSUT8lpG\nID/CfkBAXuuN92LM70tmP1gOC78tO4OzQL6KIL+K9F76HFdVwWw2o21b9vf2ZOcem6VAvvNaKVYr\nKY4WheFk1VEYNWjji6EBykcuPr1fu2S1yOGxfAULrreLlwL0BfB1wPeGEN6nlPp7fB40jVLqu4Dv\negnP/4LDh8Bvf/RR/th9d3HBeyZNQ93U3HHHHVRVxY3Dm1kdo02AUYaOBl0oal3TdZ3IDEOTi7QB\nYlOH5Ct9BO81HRWnZ0EapMlnOp1mm+XTBdpA167SedrggkMZorXx5uMOapzBAG1cnB34ekhSypSJ\neNfjtEYp6ehLgGyd6PmN0hgtPuDWWtq2Z7lcMplMaGYNxhQ410euvowZmCx81jrKsshZPciXYT6d\ncnyyykVZ55zsasoiS1P9aNEdN08tl0vZVW2BZFkUNE2draEHLX1aDEO+bFyQhYG6SeCeFD+poFea\n00CfMrgxTbPB1Y7oGtjcOYwLomfx8y9k9zAG/xeqm9+OZR/4+//gH9E0pfimR24+BPE7OuvxAFyW\nUm6qb7afdwP8CTmpSLthuS7unxLIj43E4pk5M5OPw4VWJyfROttT1/LeTSYTbN+zmM8HkA+bRdfD\nw6PsIb9ed2gV6HtPFamadHzbSqD0GdgO5z3rvjvz/Xil46UA/ePA4yGE98W/fx4B+qeUUnfGbP5O\n4Olddw6j4eAqtdx9gePjn/ks+7MpX/bAUKi9dOkSVVVx/YbUi5cnS+HuTdq2OoLWBC3V+wT2lXNU\nTR2phz432QAZ7DuGJhBGK70BlNFDZm/tFtg3tAG6bpXvIzXgAZwSZxqCYqyzb0zNidu0SkjF2a5r\nI9gnA7VBcilyzM0sVramkvmkwqRzlq7zrE7WWYWzX+7FD7+jrCpsb3Gd28zqq4ElTOA9zVl9m7N6\nYwxVXQ8AGYZj1FrTW8vx8THL5ZLLly9vgGZhCqbTaV7EkvKG2Fk5BvpxQTaBTgL6pEJKlwFUxWjB\nGGX0427kpLEfH++4NjIGvPT7hfDzG9edAfLPJ6e8XTb/xHNHvOfd7yGNu6xqk7nxMd+f7p4pG1LH\neCo8D4XWvHPZWmAk7RiGuG9QTWEb5Ec7FKWiM6T8mUG+1NRRLZXEDtYFmqaiqeMUNu+ZTqebyhoS\nyBueu34jcvc2T4xyAZq6OUXVjHeAKTYXKlj33cbUutdCvGigDyF8Tin1mFLqy0IIHwO+CfhI/Pl2\n4Id5gcPBX8k4XJ7w/j/4BG/5iodwkcrZ29vLU5WuX7++QeckKgfAaiirEhtdHUVv32Qev66Fw1O9\noouDs4PZ/BCEEHW7EYBzZr8N9nVNi4B9AoiyVBuFSgBnfQaYdPlYiQPCFSdbY2t7xOdG+Ot8P+8y\n2I8z1kGJA1oXEewdXdfFLsEJk2JCaQqcCxSFoorDGsZZfVEYQtqiRzBczGacrNZSEBsBfZJabjdP\nKaVwQQrCyzifYAyeRWGYTqf5vclKGK2FgmLoCB4Dfdo1jYE+Fday6mZE3Yy9jvIxj7bvAqqcAvox\nbTP+vWvbP46zsvlx3C6bv939WlXxAz/w15hOaw5vnVAUOjcqdZ0d3X8A+kTZuACJTt+kbEbqnq3n\nS9YGu3Ty8c4Z5Af1kmTy6fmjupKq1CKBLoqsxuptYDatN2i1tCAP8slhl3Hz5i3mswmrVYfSIX6f\nDJO6Gh3S0F2eBw5tXZfitULVbMdL1dF/L/AzSqkK+CTwnch7+S6l1NuBzwDf9hKf4wsSv/3RR7nn\nyiXuuXqZyWRCHTXeV65c2aBztJHse4O3ryR76/uesFrRTJrc7FNVVf4Q9bYfFgnlUEGhvcmArpEv\n1WKxyAVYT8hZdVGWtOuCEDNeASMDlDnT7LoO7xhlkHJsF6sDlm610ZnpXRq0MXQB+vxFHdQjKVup\nqorSllg3DOcuS/mStu2K4OX5rbIs6nlUC0XuHCWWzJo4rjCqKoAigl9dVcxmM8n8uz4DrlKK4GSU\npO2Hy9M598Hn7G0jAjRx4R1TJMncDtgYPD2mWhIwwzawfn6fq22OfVdGuAvwtwFjF+hv0DujRWq7\nKL0dg4/SODuX+//mwx/iYx//WFzwoa5k8ep3qGzG58WNHm8M8ul225QNgPIhG9jtes3AbUFeKdls\nj0HeGMNqtYpFW5jPGqExR3TnLpC3VkZUNk3J8XJNYRS29xRFuZWt+ywZzY15o0JrOv7e2Rc14u+V\nipcE9CGE3wXesuOqb3opj/tKxeNPP8dnn7nOW77ioZylTaaTEZ1zneXJCcG6oaN2i7dPzVVN00i2\nnzxyIv2Q/F28c1KcBWZGD/YKSDExFYvGYD+LmWfXFgQrHbsoFR0xIy+dO2hlG6rVoOferwrWvhtl\nmwrvQlw0ou49UjiJZ1Z62JYmjrrrC0JI1E4l8sVCdjF9JzsXO3U0RYO1/eBbo2X7r80wLCQ9rorg\ncHF/D+8ca2SHk7PtIEPg+wjGSeGUgDudK1FxjGixlMVDpg0GjjUW3pKdgVLime4h6fJP0yunM+9d\nf49D6KDTKpwXFCG11+x+3F1xasF7gfddq4bv/8v/I1VpOF5aqlKyVQHG8QAPkUumlzvo5QfKZhxn\ngrwxzwvyY48Z4DTIhwHktdas17Ij9GhmM9lRT6dTgPydHu8ItdasVusI3IaTVUsRB3gLH397qmab\npoHXbhY/jtdNZ+yLDR8C7//II3zFA3cDcMFZJtMpi8WCsiy5fv06R8dHQhPkhhhHUIm3r+i6PhZp\nPVXTSHaENAalD07XyaQYpyzL/oQ9vRCqxGgMRgpg0ylt150C+7Io6No13vd451BxxiUAQeXdB+yn\nngAAIABJREFUBEFvZPZKa4pQYtV4XB74aIVc15P8pRZqJt7XbKpKRFLaEQgUhYmaeZ27VNu2wwZL\n2SziltzlfoG2a+WLqgegT0U4rTXTpmG5jj5DTqiVMioc5vM5JycnuDjLtYhZmrWWNo0X3MqClVLZ\nvwiGgigIzSCAFa2ltUYFaXQYAGsw4BKw2vy87AL8XZEWsjEwjMFtvJhsZPux/X78+NtZ/PZ1t6Nt\nxoXE8f1cUPyzX/hFnG1p2z4ustKR3HXDwiFctrye9CxjH5kXBPKjOsj49aYYW4SPQd7aQHJQSCBf\nV+IjBZIIOOsIyjCbSL1sPpuJcaG1G4+VPv9HR0uZBGU967ZHK4X1Mvg7nfjx+7FTURNC1sMn/6bX\nenzJA32Kj/7REwDsz6d8+QP3iKJk0nD16hXquubGzRu0XScgqGOLPoFeQ1EVuF480xNvD5LFl0Xy\nYVGoro8+OXAYjthnQQgdBCgp0UYKS0qpPF/WGBNHt0HXClUy/hIVZYnSyRunH6lxlPhzKHNaiaMH\nJU7i6zd98CUTcjqNyJPipPNRhWM0RVFRlpauEw+ck5MJTVUzMROcjYBdV1lCmrh6iBl9/DI6Z5lN\nJrko2/d9bJ4x1I1YImTL2xDyBLDj5ZKjo6Po9CmPm1rjq6qi7zrEIXeHLj5uvccQFXImHTaF8zsi\nFXDzmd7Bs+9aAMYZ4gsptp4V49vczuoA2DjOcax1ww//rR+haUoCUJeyC+rtLo/5qLCJF6enNOYM\nymZ8ZkNAq9uDfAL6MTA7F9Aq7AT5EAJ912Gd9HHMpg3OORaLRR5Wv72wKaW4ceMW02lN2/UC1k5M\n/OqqyXYKIURZsQ/Z5kDkw2RBxeo1WGx9vjgH+q04PD7hfb//cd4a6ZxdVI4KosoJIalyAqZMnagd\n3gcmk4lYrLo0O7VEK43uFV0sPt5qjzlImX3MpI3WTCaNFEL7DhezilkpGa1k9kO2opXClAUhZ/YW\nMUYTKsdoQ6Uq1qHb8EX3LhVi9Sm+PmXeacs6UDjdBoVTFIb1usBaGc9ovaNopGPYeztk9SOuPj2+\nDFWXL+CF/T3aSMMoZOB3oUq577qlNzo3q+URjlrFoqtjgGzpbqyrirUxqJEnjkLhFWjieL8RR6/T\nQqhUnMussipjV9H0rOLprm19+vus6zbuO1oIxr/Tc+7O5t2Zj5te3ziUUlg0P/K3/y6zac1y1ZLc\nKb0P9CPN/JiysYENx8ozeXk23g40p6WnKTJVM96RKKKHUhQbeHmcBPLeizur81I0nU5lB71YxJrO\nCOTzrFalOLp1zGRSsVp3GI0MCjGjegFA6shVKo+QTEkB0a7heP3ap2l2xTnQnxEf+Oij3Hv1Mvdc\nvRSpnPkmlRN5+1QMQ4M2KnrcW05OTphMJhSVnGLvvIC91ijV0dkeZy03V0ccqD20dhinxV5XaUx0\nz+zj0HGtDbNJOdA4YciCSqUwZUkIg8JARb2+icXZSlWs6UZUhsoUzpDVJ6ncoB6R2ZebFA5RplhW\nqTC7xjkZ0m2NY17OsFYqEun5nLfZYEwmWQldpaLfzmIuRVnXy0JSVeLtvVj0LJcneGcxJkogI2gI\nT28zvRJiBp8GpCgvKKWVLAx4hYrdvCqCfVCK4EdyQDnADPTbfPk25XJWbGfm27TNtnIDBiAdLwpn\nAfz49Y4fZxt8dx3jSjW865//PEXMyKUDNuTh37BF2YTYJJQfN1s4bbwele6ZaB2GXob8+iOQblgN\njx53AHlZeAaQb2TeQd+L3FcbJpMJisBsNsPHXeN4x5QcaddtS1kVEeQVvfWURXXqPUhUTVrwGYF8\nb195I7KXM86B/jbx2FPP8sTTz/GWN79RqJypUDlVVXHz8GYcWSiFRe8dJN4+DtlYrU5ogrhXVk0t\noGwMumnQnabrO5yzHK5usaf2Im8tA4YNBlObDbA3RjMtJhRlQT/yz/chUGqxd/WB6PwYveWVRpsE\n9jUtXVTmKAjyZXLOjyRo4y7HTSVOVZXYqMIR4B8Ks33f0XW9LDK1pjZNzuoJ0LXrbAmg42BvyfTk\nS3mwtydDwE/WcSdhMLqBeHzW9ihk10JZxMHl6ziMZPN9S1kkowVLOHMBDlHeSFFXEfDIjkFpcY1T\niqhlHwqQu+iWXTTNNtimy7bBelfsyr53FS3T5eNO413HtOt+HQXf+5e+n+mkYnnSUhipV/R2UzO/\nTdmMHypbHITh3xnkIzSqQFbYbIA8m5m87KCIl4dcH/FeQLauB6ltAnmtxRVWholsesin96ltu2HX\nq1V0npSiq4B8OtrBxjuN/Uzgnl7yF2sWP47z4eDncR7ncR6v8zjP6J8nfAi8/w8+wVc9dC/7dpE5\n+7quuH79BierEwgKZSIH6R2dRvxwrGO1ku7WEDzNZAIEmVbU1DHT6LDWcevkiEBgbjTWSRZeYDDV\n6ax+Vk5oY/ZhuzYPYtClokxZfVRwpEEmJqpwSlXSK5uz+uAHx0PJjnzO7Maqg8SPV1VJ3xf4IDuP\nSpcYo1mvVxCEvnHaMa3nONvnwqWOUksg7jAGnl5rRVPXTCdTqYVGOslU4hLYdR1dJ9OqyrKItYce\n5zxtux5prtPPWHkT+eQ0ND2QaZuksklmcVopvN5yl9xB3ZylujlLUTO+fhdtk96r7d3Arkx947O5\nRfWMY5ufT8fy8c98jocf/u38eo0R6nGsm8/cPJGbj49j9KhG8XzZfKTmxq9RjtlvZvOICiw9b3pd\nAdH013WNs5beiohBxxpWWYoaLVmIEF8PSnGyXGGKodHRew9Rf18WVT5e4d/lKIZsPuR6vA+ek/bV\nNSN7ueIc6F9g/P6jj3GwmPHlD9zNdDbblF8uj0X2GGkK7xzWiCEa8fuzXq+lSDudoAuNDoinu9a0\nnVA4RyfH+OC5oA9w2orkkgIT6RFrLdYPfD1AV5TYviXZ/ZZGUxoTW8QDhFSAjW36SsDeaS/gryIH\nG7fNVaWzXC/p68eGZ8ZI12FvO5QSozSRWxq6rhX7A+8IBdSmwTmbDaHSJK1UKE4ySxULxAf7ewQC\n3boVsI4zOJ21nCyF1xXr4TLeT8XBLJsAq7XKW3oBT52pqgy2WuVJWuiopDEa5beafc6gbm7H0W8z\nM7vol+3rd9Ew28XY8fXpZmdx/+NFI13f6Zq/+N99N2VpaNseY6SDt+tGmvn0o9SglycVZVMxJP5b\njZfBAeQT3Sf0zvOAfAjDOSaOKQSaqqAagTyRSptMGmmUih3KSf2itCQCR0dLytLQdZYkOHJRnSOf\n9/hMI05eaTWIreJ5Xffdqbm4X8xxDvSfR9w8WvLeD3+ct775IWn9n06lk/Zmxc3DQ2ngSbYJTubS\n6jhcstRxDuwyMJ1NKSspnjZxkPe6le7Xk/WKQODapSs5Gy6MQZmKUMeBxkEyXpAPftc3uL7DGOGm\nm7pGm2Kkkhj7oksm73SQAnIE++DlC2GimgjYKM7KfUX5o5RYKTjfxS+1wroJ67X49igURV0wrxa4\nOHVq0jScLJcAeO8oioK6lAVCKykiN3WDB9al7IJkFmxDFf3wnR26ZIMfhjInJ8/CRNdJLSZX1trB\n694YkVZ6jVZDkRBFLNpGLh9y8Vaaqk7LKG8ngRQJ6DYoP38h1o9AZVyEPWuXMC7Ejn+P5ZTbO4L3\n/Oq/YXVyTB8L3kaLEdpYKpgKsAFwYbspajiWYTc0WsBGIK8iyI9HXjrrsvc7SuXrxhw9QFOX2Wqj\nt6IiC8HLdy4Ngh+BvFayK1mt2wzyRqu8S9G6yJx8PBmEEEa9KAnk5fmP1oPH1OslzoH+RcQHPvIo\n91+7LPYJsxmXLg7GaKv1SjIeE7X2cVqTNVCVJb3tWR4vmc2mVHUNSoq3udvTih/9E08/yb3X7pFp\nWFqydGWSu6SAPcgXazqZ0JUlvu+G4qzR6NJk0FYjsDfGUCmNMz4Cmole/EQ/D9ktjIuzQzOV2DMk\nCieQJkwJaIvkMcSsPkhR1tmNtvJuLYVZHYu8qTiqtWIxn0MA2/fxuYpoTdvTd0JHlGWJQpwspQjc\npRdJykmz/0xS3kSlkQO0CgN1s03DbHfIjjL67d9naeLHf55ViN0F0uPYpbzZpbg5q8i7ff/WTPnr\nf/2HaJoyLmBy3c7mKKAfFWC3m6KGCWebx6yVyo1wGeTj72Q3TMzgQwj57UoAD1DXZXQPleKrJCxi\nSjadNBvNUOncW2vpuj4mIA6tFZ11MiEtvy61ccibIC9I3zvLuv/iVdbcLs6B/kXGpz/3LI9H+4Tp\nbMreYi9TOccnS7FNKAzpk+Wdo9VQFgbvfPRU90ymU0DRRAmjbhVd39Pbns987jEevPv+bKsgjn8a\n4mQmIEovNdNmQl8UeNtn2Zr4fYi/uIBpkWkTrQ2VUrjCk/xxCJsTirY5+zEFVBSJwpHOV1FAFLFz\ntZfmLTxVXeGtIRAyZysZmItgXIiOO1ID+/O5qG9WAsRlUaAn4mh4cnKCj01kaYA0SmWgHwOvUskA\nDmAAevnLk2SdktLL26RQoAee/3Z8/K54PnomPcYmYAf8SDGyTbnsfszNbtqzeP0UHsVP/NQ/ZTat\n6Dobz43aDfJKRZWNgN/QFBV2OjamGOvlzwL5kEGenSDf1CWmKGPNoKcoKrx3zGZTmqYRSjTq5NN5\nlDGbbnQ+4s5UDx2tqaYASUmmBuorXnHcrm/7/n2xxznQv4RwzvO+3/8EX/Om+9lbzGmmU65evUp9\n4yY3b92UbDxZCytxiOx1yJlmctybzWcobaiLAqOnaL2ORVrLp574DG+890HJbrSOzS0jO4EALkgW\nM51MxJfG9fnDb4yKGVJ83jGNYwTsfREy2IfASM89cPZjvl7pQW5Z9AXO9/G4UhPVCpApU74M1IVk\n9anglfh6Ge6dsnayTcJsOirKRusDFdg0OSvK7GnTj7Kw1CCFkqYX28t3XGud01VpyR8DeQJYSBbB\nm9rwTeAfA/FZnacpdtE22wCe9N7b2f3YkXRYHAR0x4+xi48fX742U975znfK/FctvvzO+Y1h34my\n8QyUzcDLh/x5kwfe/K0ZRlfmYxiBfJ7HymmQV0psRIDYz7EJ8vP5bJBQjkA+AOt1C0Feh1YyvDxE\n+igVZofjHBaqMciHEF4X8snni5c6HPz7gb+AnMoPI+6VdwI/C1wEPgj8+RDCF4chxIuM3/3Ep7m4\nN5dC7XzGxUsXqWqhctaR71Ox6Bicx2nwWlFSxCKtZz6fU1Sl6OwnUynSti3W9jz6+Kd46N4Hsbl7\nNmb2QFCKUhVYH6fbTyZ0tiS4PnPYpdGUpcF78apJShxRr8SxfSUxCxo4+tQ5C2QKR8DeoPRA4UjH\nrBtl9Zq+73L2VdQlxKweyPp551zUWhejblXF3nyOD1KU1VpsITTIeMKonilLMT7rrcVGoLfW5m5I\nozVFrFP4MFqkGGX+CRAYQBUiBx1/TlVWY9yuGJvirKx7+zZnmZLtevzxQvFCMlCH4Qf+6v/EpCnp\nekcIQte12wXYuLGxyayMgZcXwzdpqoKB6kj3TXWRdG7DGSBPfh4V7QugqSuUTgA8gHzwnr29BUVR\nDCAP2Ta8bcXLyEWQ760jhGgPrfSp8sEmyMsV666jfx0VXG8XLxrolVJ3A38JeHMIYaWUehfwZ4D/\nDPjfQwg/q5T6ceDtwI+9LEf7Go7rt475zQ99jK9/80PM5jP29gYqB2SgSXA+yjA9wSl6Y6kLKdIe\nHR0xm8+pm5pCKabNBK2l69T2PY8+9ikeuPs+tDER6GNGbzRBKZqiwEWwmjYTelsQ/MjnvdCUSsC+\nLAu0ErWBiTQOBijk7wRuSXppjImKiU0KRzj0aNdgO7QGY2qKsqBtV7jocxOKQFM2+OgmGJJ3z3o9\nap7SOatv6oqpnZLEjcYUNBPh51dKjegbg+lNBkprrShBRtSN9x7lfXStjItabI5KNgjjSAqg7ez9\nLDonRQbe27A7Z3Hou2ibXSqceM/Pi7Z5bu1433vfGxkqoWysdcMuY/TabBh8bLQZKK2iMDn7jYeQ\n75t2huMFyMfFaxvk0zGICkbR1CVKG4hd3n3fU5QVIXj29xdoY4ZZBfH8OedknGbwOC/HIB29if7T\n+RjTezs4Ug4Hf2v1+iu43i5eKnVTABOlVA9MgSeB/wT4c/H6dwJ/gy8BoE/x/o88ykN3X+HOOy4x\nnc+4evUqADdu3ODw1qEUi4ror+EcrSEO7XAcHx1BEAlm0iGLRn2Nc45Pf/Yx7r3zHlGdhAF0i6IA\nrWmMwQUZjjCZNKJYCC6DaV3XKCRjlyEpQ2avtUYVClXoXGxTqCjTFB5/cwC0BhWLqXoW/UcShRPo\n7YSua7P8clJPUTaBm4xzlNmeosApM9ArqrLkYlVxVBbY3mY5XVWWlIXMpVVKphR55zP3n7bnebBF\nvFQsKgZvG+8VRg+csuwuhp2AHv3sAvpxbHPu42vHgKxHC8iGQ2McjL5N26ShKuk5yI8+DMFItz9r\nd+FMxXd8x9spSh1VVeJn1PdblI0iDtImvrdxrQ9Sp0l8PRnnA4rBL+gUyNvRMO/RoQtQy45C6BoF\nwUf5JJGuCVy8sA+xyJp7L5QU5IVGtFI0J3nz6KHbOdYANkf8DW6bvXNfNI6TL2e8lAlTTyil/jYy\nXGQF/AoyIPxmCCGZZjwO3P2Sj/KLLB594mn+6HPPxux+ARCN0Upu3LjJum2jC6YiOEenxbtDhcDR\nkVgizxdziqJgGpud0sjBx558nK7vuPvaXYBwo8YYiggGdVnhQszsJw1dLxLDlNmXlUEh29+mqWNm\nr6OmWgvQx92CFNbG05F0BnuhNzRECicVZkPwFEXS1ovhmbOeMJWsHsCnbTjC1RsjElLRuku2PW9q\nnAus1RqtNVVdZRldH90HC2OgGNncWpcpmlTPADLYaK1HviohA1XwEPR2MZf8eztOA/D4ys0/t1Ux\n24BuR/WFMWjvAu5hoRr81befYxzv/9DHODx8Lt5HCqttu9kYlcYC9oPqMb4PInkN4x0Ew2KWzp2O\nyHoWyCc+PoO8UjR1RWTssc5h9GA9cOniAQEGkB8VXZ0XDb7SGme9uKHGz6FO3BNjkB9qTSCyyddz\nwfV28VKomwvAnwIeBG4C/xz4lh033Xlm1Ss4HPzVCOc8v/XhT/CWL38QEG/1/f0DqrLiuevXpaPW\nhSzDdCEQjKai5OREFDmLvQVlVdEohTaa1cmKzvY89ezT9NFg6Q33PZg50iL6iiSwB+Hs+9ihKmAP\nZVVEsJe5t0kvro0sArpMW16TdeRx5gmgNiSXCo1KKhxX0NtUZK1jY86a9BHQVaSbtOiiU9OTdw5T\nlhS581K24NPZND63pzAFRSP3b9Ua72VSllHDaD/r7IYds/isyPsRGBdOA5qQh5AEBEBd4vKVGoqy\nGblvby88jl0a+G2KZVxwHceYs9/O1scg/3yAZYsJ3/d9/wOTidB0ITisHRRUKZPfAHli92sga+Fl\njOQA8iAKmw2f/3hcSZM/BvkkUc0g39TynsTxlKAwcYe7v79HiA6Uqa4CCMg7iw+yCPW9iwVYtbHr\nSpTiaOuR37svNapmO14KdfM24FMhhGcAlFK/APwJ4EApVcSs/h7gs7vuHF6F4eCvRvz2H34KgMv7\nC77sgbuZLWZcu3o1Ujm3ZEZl5EC99bSmp9GVtPbf9Ozv79FMJ2LyFcemtW3LjcObAHz0kY/x1W/+\n47joYllG3++mmeKDqFYmk4a+txgj1ERZFnFGrtA0TTNBJ6sEk74sYCZFbKgS6eV2Vg+JB9WYoohf\nwg4f+ggEM7p+Rd+L7301EXVFoxt8byEqLtp1pHhMlKMGmf4zK6s4YauTwm8hx70uy5y9F1pnYKwK\nGUOYxxFGkCoKI8ChpUinnUaFJO80BC3A5Ls41NvI5K8N6oZNwH4hmeGYR9+meLw7rbRJj71N26QC\neBqxt70r2BU/+y/+FfNpiQ/Qdj1loTYpGwTk3ZiXH5Ur0oD0NEYPwIwA9TTIS8+Fj5z8cL5EDZNs\nLsSew6OVprc90+mUxXwm52RkM6wjH+98ECdUJRx813U4Pyw26TwVZmRhEGPVC0XzWh7x90rFSwH6\nzwDfoJSaItTNNwG/Dfw68KcR5c238xobDv5qxbOHRzz7e3/IN3zlG5ntLbh0OVI5Nw9pu1boEgXB\nedZ0lFr86G/ePGTPe6azGZOqzhzyOkrCTlYnPPzhD/LWr34Lve4EyGMRq5k0sSAGk5jZu0zjQFUZ\nQIrDZVVv6OQBlJMOV62laSmEQVK4AfZKE+JwibKUwiz4yM8XdN0aFweuAOhKU+pasvqUOXqfm6dC\n8Cgl1Mx0MiXJHGXIinyxbSe7lMIYilFWHEYZfQiKEHpRGnkPI2DAD1718rp0pAnImfxGMZbdVM0Y\n+HcVY8f8/Ph2Y+3/+La3k0xuF2F3Ab2t5gD82I//BHVpCCiqUm9q5kdioqSw1Cr2NwSYTOoI8MOi\nokfnYqxeGkDekyj5Me11CuS9oyhKTlZrDvb3mMTPKLAhn+z7nhCg61ppmgoyESp4yepFNCDHvgvk\nD09OTp2bL+V4KRz9+5RSP49IKC3wO0iG/h7gZ5VS/0u87KdejgN9vcR7/+AR3nTPVe66elmonCpR\nOavML3vn6EPk7a3l8PAQ54TKaao6mlEJGK9WK/qu5wO/9zDf8HVvpes60ccbQ9/1TKaT+EUKTJpJ\n7iqUgR1lHLAgZr1FUeXiLMTMLRiK0kSwJ4P9Nl+vItdfFAWlE75+rK3vunagMoyiLGuwLvuotOu1\n1Bq0bL1DbASbTUtAuiFNHKuogE6LzYTWOluwSlu8E9O0zNea3CGJVnn4SYh1jDwQIzWVMWjr1RgR\ndyhcXoiGHk4vBiEEurY7dV16DduRrH5TRn8mj680f+N//hEAJnUBStO2HYqhMWkAYuii0ZeoZ0Sb\n3jS1SFITBQNZajrME1CnQd6P6aAB5I3WNE0d/ZR66rrheHnC5UsXKctiY8JUAvl12+b+CFMU0byu\nj5SS0IxSXxhbVMTz5xzL14kR2csZ6rVQnHg9UzdnRVkY3vrmh5gvFljnuHHjBreOjsSbpTAjUDTU\nqgQlPP/e/j5VXeWh46tWRvlJVl7xJ7/+GymrkmYyEWsFY5jOZtKZWkjh1FpLUxXUdUMzaYTqCJrJ\ndEpZ1iNZWtTs1wVFJVwvDF2FQDZPkyzYoIzOOnofrBRElaPv13EYifjzTCcTjFXRJiKwjnWJsizQ\nCH2hdaCpaladzQtBVZb0XUe7bjfoGyC+rpo7rlyhLAp88KzbNsssgyLuRrwMMokLUwgB6yzr1Zqq\nrqjKikAQ75xM0fusdlqtVrkWkJQ7MmrRkbh84msIIWQqaQBGx83rN3Z+LvrYEAbDIpAGuY+LsGPd\nf14kmgO++Vu+Nd7H0PceowPr1g27qViAdUF+xGlSgQqURYUxOhc9h0VA5zpQer5NkJdUXubwDkM/\ntNE0dU1AYfuO6XTG4eERd919TepSI5BPr7eNnk8+iKy373razubOW6Wj5LYYLAzGkkn/GsCzVzge\nDiG85fludN4Z+ypFbx2/+aGP8/Vf8QbmewvuuOMOqqrixuFN+q7bkmAGGlVzfHyMc46DgwOaqQw0\n0UqAdblc0nc9/+79v8E3vvVPyPASo6mMoWvXEezlS9rEzL4MLg4bryirAtv3NE2Tt8J5QlWQ5iNT\nJLAflAwhsEHheNQWhRMwRgaUdN3QgSiTqyrok3JCxgYWhcGolMVKw9Z0IjM9faJ3IhViOwuEnNUl\n0BUgMOCkZpFm7/pUkFVJ3TPiwONgdQXZzVAy+pQJ7y7CbtA5CRlHsZ31SzbfnrqM+Pq2E6+844jg\nuku5E0Ig6IJv/47voipNPhfWOvre5/cqZfMQ578G0LJ2C2VXmGx5nUFeDTLK8XFugDwDyGslOv0E\n8iiN7VrmiwU3rh9y//33yNhJ53KdIp3Dvu/FFE9rTAT9vvO5gzo3w+0A+ZvnVM1t4xzoX+V4/0c/\nyZULe3z5A3dzcLAfqZznWK/XsZtWRd6+pdRlziYP/AEA89g9aEzBcnlMby2/8YHf4q1f83WSgZYl\nRpfYvmc2n0OkfSaTJtIhcVxglcykPLM9WUSULqIaR6OVoZk3IsdUKbMjZpdjmkITUHFiVR9VOBpj\nAr0VoLfWUpZSJNZWgRdnwvVqSfAy6Sd46YbURtFUFWUp/vJlWWKUpqsq0aCPO1qDjGwsS7G4tb0s\nBNZaqrKUbE/HWatK5seawkRsTt77krmmSUYqS/Rcztx3hbz+03x7dnIcXbZerU+BNQxWDuPCbcrm\n0+4ANpU66bJPPX2DZ599MttM3DpaU5UKO/KSGVM2hDEvH5hOJsNovzAs3IneIgxOlNsgr/QwQ9ba\n1CFdS8Nf13JwcMDTzzzHgw/cl6090qIlhWf5PLVtm+06Vut1HjKfrKzzgpNfEKy6nvZ1akT2csY5\n0L8G4ukbt3j6xi3+g696I4uDfa5dvcb1G9c5OjoCJz7pwXl6L/w7Lbnj1nvPYn+PxXSaM/u2bfnA\n7z7MV37Zm3ngvvszxbBerZjO5jE7lsy+7S1VFTP7qqIoDcfRTvjixYsjnb3Bt556r0arYos2GMA+\nUTholb1wEoVTxvm5fS9DvbM7Ze8jV6/o2rVk7RTYmNWn0XGJO6+qUhQ+psfbYTi4USq3yhdFEfXd\nRQZcYuNUPHDA5yLj4B+UWv6T8mWTZx/H9mWpkWg4LzAUhgdOfczDbxdjt4us29z8dtYfQiAUDW9/\n+59nNitxEXwnjWa9HmiRZNQ5llJqI881n802ZrgCcZ7vwMuLRj7JWAf+Xqnhtta6TA+WZcl6vWJv\nb4+nn3mOB+6/N1p6DCDfdR3GGJbLYyCa6HnPcikOsOPdWzH22olxM35Oz+P54xzoX0PxW7//CF9+\n/53ceeUyV69coSpLbh4exszb4JFmo64IkgkjHbfOOQ4uXGB/vohfnCWr1YqPfPyjnKw+sRJUAAAg\nAElEQVRXfPVX/nFc6cTju++o63m2HZhM5ljrmJVxrmxVyVxWJMO6dOly1tPraMY2O5iiVfroCBhK\nkXZswKVia3yg79NAcTlmH9po0qaYNDXaKYJ1hOmU9eqE4L1w7M5KW3w0ZquqKmfnNI3MEB2182sl\nu5+iKKjKKgNQek3Ge7ySY1ZKgZeB4wmvy9JFKagUhLXRWXsYxoXbM3jg7YansbQyAfQ4M0/3ATLI\njvn5qqpPSSrHnHa67P/+td9gNpVC9dFR0osPna6JsgmQlTGypgXqusk7hjHIw6CuSdfbbL4mP2J5\nMYC8SIALmrrh5GTJfD7nmZjJd93gfaS1JCRFUbBarajrGpAdzfFyjVFqA+TNFsh777/kdfGfb5wD\n/Wss/vDTT/LJJ57hT37tV3D16lUWiwXPXb8e3R51ph58/OzXWr4sxhjK4gIX9w9o6pqT1YqTkxM+\n+7nPsm5X/Iff8Cfx3qFUiU0UiBb1wmw2Zd1a6jpsNBYVRcnR0S0uX75D9PSRs/edp16YLbBP2We8\nRGmcDxtds6lTVemCsuiwzuasnk64eqMV7Xoti42Pjpo46ZydlEMnbRqYYnwGKKUUKqJbYTQKgzMm\n9gwk24aUiRsCPlMOorcvskuod05ojduZ14xiVzPVLrXN6mQ3QNlo6zC+n449AmNVyqlsvprxo//o\nx5hOapbLlqKQ+67b0yqbNC0wlQ10NMdLWXY+R2zuRBLIj+syu0Bem4LpdMJyuaRpJtw8POL+++7Z\nAHmlVB6v6Z2TvogoFV6ve4pYIE/WFMlRNcWt1WpjUMp5vLA4Hw5+HudxHufxOo9zoH8NRmctv/aB\nD3NydMxiseC+e+/l0sWLVFVFVZQ0TUNlCipT4Apxpmzblps3D2lXa/bnCy7s73Px4kWqsuT4+Jhf\n/be/Tt/KNCbvPd16jbOO4GKxsqo4XrbYvqOLP8Kjw/XrzxGCjwU5j3eebt3hQ6IRBh57yGI9Ruko\nkzQYXQ5NViF10mr63uLxwiWEgClKdCGOlKk2QFA473MWmWbaZrnd6HkTTZLUGyrSAF3XbWTcWUUz\nShfPakJ6sTGmHFI23q7XZ/L945+iKDM/P35d48cD+PGf+j/YWzRMp1PA0fWebsu0TCdunliAjU1i\nTVMPO4aQ+ggGOWUI8tlIDXbJ2GxnNq8N00kTKZkSax13XruSlTTjRiiZ/Svmc8vlCW1raVuZV1DG\nATyS1YskKJ2tG8vleTb/IuMc6F/D8avv/xAf+ugjTOqah97wBu6791729/eZTabs7++zv7/P3mxO\nPWmoZw2FMbTrNX3Xc+HgAlcuXebatWssFnPKouA3PvBb4GWikVIKn2aqoqLssuFkbfFOfqyTwqYu\nNIeHN0n2BCF4bGdx1m6AvXyZR0VK5ePtE+hJMdV7UAifC9Lk4rXPVrRl1LGH3OauxagthHwfHzYd\nIVP3LGoYL0d8xsIYAXqyWjJTOKLQCxs/mzh8Wk0Dm4XY8WXjy8c2AbvsEMYNW0kamn4nzX7YWojG\n4Zs93v/+9zKfL/jsk8+IB5GHEO17tZwOoshmaIzygdlsmn3ek/Y/dQqb2LTmnI1yy/R6ToN8WYpS\naTKpOVkuUUpT1zUXLuxFi2Gbz6H3jq4TZU1RGG4eHuNdoCoLqrKIC4a4l+b3k8Cq77lxXnh9SXEO\n9K/x+ORjT/Jz7/k1cJ677rqLBx94gMuXLjGfTJlPpuwtFuwvFswnE6p5Q13X9H1Pt26Zz+dcvXyZ\na9fuZH9/j7IoeN8H3y+dj8lPJRb7NJKFN03NqrWsWgF7Zy0KGXid1BEQ9eCrnhDGjTwgoCGwktQd\nNg54LkxJYVKmqjBasjbnPJ4A0avfmAKdvOSVEm4/KJx3ecKWS1YHWuUfWWUEzMYFzLR7yAgeojom\nyUTZhvNRR+yO2ObS44Nu7hg2djchZ8djC+RtQ64x2KdsftwgNT73KMX/+sN/h/39Bd4H6kpvSCnl\nGCSDT5p5qTEH6qbJmXwYgbyKTUmB6ELp3IYPjjbRB2gE8qBpmor1uiUExYULB0ynDdYOtQVxovS0\n65aykE7n69dvYZSAevIckoa4Kp/PQOD68fJL0lb45Y5zoP8iiXf+X7/MM08/y4X9Ax588EGuXr0q\nxdr5gkXsmF1Mp1SzmtlkGumZlrqsJLO/eo0LFy5QVRUPf/h3IEgxLPkzOi+ZPSHQ1A1N3bDuHN67\nSKMQO01lTKBEoF12BE47KmZMJYjs0Tm0Ft8crYropaJF9UI0sGKQSpbxCx+UjsZqKs4h9dHtMMSs\n3myCZmz+8cETYuMPYehOzVAcM3oVr08UTmAw5YoX5Jd7Vnaddwaj2M74U6PU9i5ksFQeQD51656l\n2VdKsTYzlseHLBYLnnzyc2I/HMa3kXWsH3XEotLOShZ6gshLTWo4i016PkstyVTNePSiG4F8XZXY\n3uKs5667rmF0Ku5KIiHOk47e9lRVybpdc3x0QhmL8DJBrKauaumfiP8577l+fJ7Fv1xxrrr5Ioqf\n/+VfY28x53u+/c9w/333AXB0dMTxcikeL0UhHjZKUWgxCOu6jqZpuHzxIvP5nNVa3C9/76Mf4mu/\n6msi2CN8uveUDDx1XTe0vaMoHM5ZTGWwztL3HVXVSLapoTvpqKYVxFFuIl+UYw5BwDO5X4JMjPJR\nxSGumQHvLaEIeK1QTigaZ/qc0WodwTuIZbGLskrJ3uW5VNQQKg3BDeMBfQhRrjnIA+WmKqlDh4Nl\nlLFDNsraxd2P6ZiU0Q9/b94mhCBe6ls7hazxHz1vCJyZzQMEZfibf+tHWMznfPQPPyGPnaSU8eFj\nc2/m1rVReB8oqiIOI4+7Ja3xQczhFGSFzeBOygbAg9groHR0BRV74gceuDfPTEgOlut2nY99Ppvx\n3HM38LEhLtVP6rrO5zaItSWHyxPsORf/ssZ5Rv9FFreOjvmb//Ad0vzjPVevXePee+7h0oWLzCdT\n9vf22VssmEwnTOaT7G2DD1zY3+eOS5e54/JlJk3Dxz/1iTji0GUu2wXJwI1SUWdd01nJjsUDHjrb\n471QOonTtq3NmX1Kg5OsD0AlOsBKJ2RhypjVJ729xnskq48S0iJt45UMJFfErJ6AMQL8G5y3TkZk\nYmMwnsJkjJGJW2qzCSqBeQbytCDtYG42gZ38GOPYpnXGFMx457Hr36kesZ3NbzanwSNPPMv+3pTF\nYsHx0SF971FhkFGmnzFlIzWYOh6Lz1x8SCCvhyJ26oBNw8G1VjjrKUuTQd4YsTvwLnDPPXdlkE8U\nXnLnJMClixd55tnrEKAsCpl4ZgxN00gNx8fdVwg8e3R8DvJfgHjejF4p9Y+BbwWeDiF8VbzsIvBz\nwAPAHwH/dQjhhpJP5N9D5saeAN8RQvjgF+bQv7TjB//2jwLwn/5H38h//s1v48KFC9w6PKSNxTXi\nF1cZQxGiqZfz7C/2cN7R2Z7Ves1nn36SQODO+k5UgDJ6wgCUY7B3niKChCkK2r4bdZ9KBuetRxcx\nq04Ar4CgsuIDiN4zBTotHgiF47wUfx0eExAXyshXqxD17ggwmEL0/IGh6OmDJ8T6gNA3IU+lKkqx\ngaiqSqqTcedBpKsg0jZp+Ek60S9AhJMWmrMKtSEEbH9aJ8/o2NNlkk2f7VLpdMWv/Mr/w2K+4N3v\n+WW6buiyVeNzHF+XllECVFUVQd5F/xq9sfh4L81ioopKWnsBeRtBXuURk2L45n3g2rUrcdSljTsl\nlXs+vHNMJg1PPPE5Cp0G2ygBeMiv8yQ6eZ67Tn7h4oVk9D8NfPPWZX8F+NUQwpuAX41/g0yYelP8\n+S6+hGbFvlrxK//mN/iev/pDVKbg7nvu4eodd7C/t8d8OuNg/4DFdMZkMWE2nWalzWw649KFi1y5\nfAeL+Zyj5RFPPfuUeLQHKAuZzRqUUDoJ7HtPzL4c2ijWXYtSARUz4uBjdsYmOAlDMsp8I3gJFx1x\nVomfjkLhEO947z2mKKNkRMWsXmergUTnDNnwkKXnwjAxE97m6QOj28ULAllxwugxdqH9WYXX7euI\nz++d28jgxxx9NmNTg/3vdqTz+bsf+QTz+ZTr16/H856eU8A5KEVQKlMvII1RwYcB5FPnrx4GqHdd\nv0HXbIO8NoXwYcHF86i5fPkiXddmkA8hsF6v8ii/rm25efOWDHE3QiWKDBS8l/rPM7eOWLbtOch/\ngeN5gT6E8P8B17cu/lPI4G/i7/9idPk/DRLvRaZN3flyHex5nB1/4S//NW4d3uKOO+7gzqvXuLB/\nwHw6Y39/n8V8zmQ+YT6fUZQlwXvqsuLihQtcuXyZxWKBdZbHn3pCBnf4gPZBFBJaY5RGhUBdVdig\nIHLl2ijWvThUZvMvN+alE2CFka5RQhQZOqpwIPhBSqmUpvNWPOJ1NFUzRoA3cc/ebQwABzbomw3w\njcXgsizzchMi0svtUlIvPjfjyETUKLO+HcjDpqxyo2v3NkVY6YL1OctN9x+HNQ2PPvoo8/mc973v\n/Xn+a16wFKNehcjTh6Sbd2gVpZHxeIo40KPvu9Frk0cUF0pPVRqKosxe8nXdUBQl+/sL+q4XW4Qg\nwN22LSDjK5fLJcELVWPi65xOpwLw0W7hmVvHnMcrEy+2GHs1hPAkQAjhSaXUlXj53cBjo9ul4eBP\nvvhDPI8XGt/9Az/I1Tsu8zM/+fe5cuUKx8fH+Jj1BUXOflWQCT113XBwcIB1jrZrsc7y3NF17p3e\nA0ClNaauxWM+glNdCbeefM2NMfTeUWsjMkwV5fM6xETYZ945oawK8o9E4SRKIQQZmacC9LGo7OI8\nWdd1USNvgEghGY3yg+JFaT0Yl3kvaUx8Whfb7dOYvgyiSqOi0jwVd9VYd7ODutlVIE2X7yzExgVr\nXJjdNbQkhG5DFrr9PA//3h9w4cI+7373L9F2Q59AyuZ9rmHEvyMnTkjNZiY/ZtLp910Xi6BxRxDE\nMto6AfmyqujalqquMuVSVWUe3p16Fpy1dG3Hm/7YG/n4xx4RNVRcVKYzGRXoYvPVjeMT+pFnz3l8\n4ePlVt3sKGHtZjnV63w4+KsVTz3zLG/7L/8cv/HLv8C1a9dYr1b0zknh0hiRvWkBSKUUGljM58zD\njM729Lbn+rEMxbizvoYJooBRRiY5qSB8r/DmksnrwmCDo0oSFqXRQRFU8kJPpPgoE0ZUFl6JCVlv\nHSFolPaooGXc3HrNRJcodPTZqXBdG6kecao0UVMP4l4Zr4pgP3j3dF0n+vE4gYs0EokROIeBYhqO\n9vYk/bi4m/4+ZVoW0vjFwU9mexewXrfZPGz7cUIItGZK162ZzWY89plPE0YTo3T8n+vDsGMJxGHx\nHq3lPUzeOWWsrXRtiw+iK4oMnejuXaCqdPahqaua/f39fMwueckrRde1FEVJ6zxXr13hEx9/NO5S\n5LaL+UKUPFGy+fTh0W3P53l8YeLFAv1TSqk7YzZ/J/B0vPxx4N7R7b7kh4O/WvGN3/Jf8Vf+++/m\n7d/+3+Ccky+1AmUi4CiF8gJS2hjqphHwjIVagLVrmZoplTGYWqZVEblmXUlGaAhoI5m2D4oi8dta\n7IpdcLE4OwLEWKBVSjh/dIHRJc73EJt2TFAUhdgfWGspyhLX91ESqSM/7dBGJkmlEA4+LThCvCSA\nI0k1lcJCpJt0HjSSFEOZm1fDbuF21M040qIyLqSOh3aM5ZTj+zt3csrZcnybT/3Rp7l44QI/+IM/\nxPFJnxciFRVGp5ul5PmNDlnp4qyljAPU1230xA+jDZBWOBcoK01dN6xOVtRNzaWLF0ddtGS103K5\n5ODggOXJCSE4nnn6WVHwKKkLzGYzrLVYazlpWw5P1qde23m8MvFi5ZX/Ehn8DZsDwP8l8N8qiW8A\nDhPFcx6vfPzw3/1R3vS1f4LFbMYdV66wN5uzv9jLEsz53ozF/h7T6ZRCGyZ1zd5ij0sHF7h0cIHZ\nbEoXxDrABChNQTWZyPSqAFVZocoKHdUdplAErVHBZx5YKzPi6wfpJVEdQyB2jBYoZQhB6AelNGVZ\nc9Kvsw5fa03Z1Pn1qagWSRy3XDbIKxOVYowBJT4rRVFsFGSJxymHEvJuATjVTLUr0n3Tv5/P9iDx\n8ulH/H76U9n8OI59SVkYPvWpT9F2veysGFM2Ae/i+jk6XK1CtA6Whc4UBUqrPL83RHWUgDwZ5Ju6\n5uRkxWTScMfly7GL1hJibUYpxfHxEfPFnLIsWJ2sUEFnamixWDCbzehtT9/3PHnj8BzkX+V4IfLK\nfwb8x8BlpdTjwA8CPwy8Syn1duAzwLfFm/8SIq18BJFXfucX4JjP4/OMu7/i6zj+7KNcvHhRTLW0\nxhNQJpmOaYKLoKQNZV3m+3ZOtNGlKihjZo+Z4rpWiqRlVMX4HowWDt1H9FBF1Gr7Edin8XhExY5U\nDL2XRqjetgSvCUWgUHFSlHVgoaxKyEM7ZEeQDLIAXHDi2+N9nM4Vdy+a3Dy2t7eXLYFT9qwz8McM\nfAtod8VmI9cA0NvZu1Z647K00IxjvW43/OATjx5CwCPv0YULF3jnO99J36Xnis1MRuM6L4A9lEHQ\nKkTdeyHzDLRMzkqmdomTd274XVWaqq5ZLlfs7c05ODig67q800jHfXJyAmjuv+9+fv/DfyBF+1jR\nPrhwgLU23s/yuZvnVM1rIZ4X6EMIf/aMq75px20D8N0v9aDO4+WP+V0P8WVveoiPfuDf4VL2aDSq\nFgdDVanI+4Y8PaisK6qqovdR2x08hRUPeTOZSIHUSUdu0BXKW8nUNYAGb8EUcQxgS0qhx744iSMP\nbqBwfLA4G9CFpi5rjroj4ZujtrxqGrr1Oo+WS6GSfEaxAUxKQV1XLJcnG1n2mIoZa9x30Se7Ylez\n1LjYG0IciziifbaLsAnc07Dx9Jhpceh0g3YdP/mTP0GgYrEo4/XS7dr3nqocsvgkGqpKRVlV0ikd\naoqyzMNekt791q3lBsjP53Pa1nLXXdeYz+f0se8gna806tDogje84T4efeSTIpeMW4P5fC4Aby3P\n3TpmfT7i7zUT5xYIX0LxsU88ij64E/vc45SlDPEoTSWa9RAQQYvOqNGtW5klazQ2gljnAuUaTF1h\n4sQq3/eosiAoI+CuDalTR3kLupAFI37xB4ANSaIjIGktpigE9AEXAhrFZDKhWwndUFYlwUZwjHRO\ncqosjMElKwIfMgUTiFJRyLsLGSoi18qxJLA/e4LUOE4VXONj9Fvgtk3hbMfR0XGmbBLQJ/B3usQ7\nURc99tjj7O/NM92itfgTFUXIr0IBcTiYqGqQBaSK3dFKiTOoUvDUU8+QREpVpbl8+TJ977j33itM\nmmaji9haS13VLOMAbr2nee7ZG0wmE4L3TKYTQpCJZM5ZPvPMthr7PF7tOAf6L8EoLt3DO/7B3+E7\n//yfpWtjh2skfZ3yA9/tFbbrMYURB8iiwDpLF3qqNmCqSqSPfU/oe1RRENBo5ySr13GX4B1ok8G2\ntz0bjUgqSCOUT8XKEutaglcEDYUu6UwvFgjRL6asa2zXCl2SJlclvjycBmKZZVrEUYFGANMR6Rqh\ngZKGnDDUEnaB8zjGQA7slF2m69Okq3Gk7H/sAZ8us7pB+Y4f/lv/G9PZPtNpiCCv8MHTrh0Qsqap\nMFCURX7cNGfAeU/XdUziIvGJjz+Sufmq0rzhDQ/R947Lly/KUHdrqbwYzK3Xa67ccQU7GiXY1BOC\nDzjvaJoJXdeyXq85Wa954hzkX5OhXug29Qt6EOeqm1ct7PXHoudMECrHaOwow8QryYKVysU8G0Gg\nUgWmLKEwoshQiIQzBHSUWYISQFVaMn1i5hutGqRrUywLQDo6TWkIweGDRWsvChscq9WKEh2z+h7b\ndxg99NxaayVTt6KwCV4yd7FaVrRrGUo+aSYRuCwoGV/Y92vWqzUomEwmcTZtxTp2bI7VMl0nA1yK\noqCuK1yktsYDTlz0D1Ko3AQ1Bvo2tv2vVqvBF4bBzKzXFZ0LfPLRT/KL//LdGWR1LBqv19LJmr44\nRov/TxrmnWgX7z1d32W65uGHP5g95stK87Vf87VY67h0+SJGm/xaQEY6aq258667eOQTj+Z12TmH\n81IbWa/WrNYr/uDRT798H8rz+Hzi4RDCW57vRucZ/Zd4FBfvpXvm05IB9j2VaShjRm+DFPlkNmzA\nRtVKWRRY7+ix0CNa+0I0+sFalDE4HzDKEZQmaIXyDhWT3RBnlSYA1Dr62US+3jufKZwQAC30TlmV\naCvmaBqFKUu87SkiuGmtpDNsxJGnrlaQRp/1SrLgJEuMgp783GlHAAKou3h4Ro+Z6gHpsjHXr8KQ\nze+yRUiR1Crj21ldYbB88IMPc/XKlagGEqBfr1u6frAlVkokrlrruFuK1E2Aru+yvPXXfu3XCV5c\nQ6vK8La3vQ3nPAcX9mUWsHd50Zeh7AV33nmNxx//LPv7+xvUm+17liciCT0H+dd+nAP9eVDdcT9f\n/VVv5gP/+pdpVyvqWiSMBhU7anuMKimjA6QJgaIscMHTBwsWDDKJSszTXMz8PUYHAnHoR5pG5UUa\nqZWOnbvSPUumLSSzFaOzHoIodwpT0vkWbb0UgK3sLHKh0xSSvasI3pHvFs7eiwLGDAoYpWSvkP49\nlkpmFej4zxEQb5uNwQujbZKscRvo0/211nTFBOU8733ve9k7uIR3UoPQWtGtO4qiGhYoFdVLSnZa\naQKXiiqjKVOUgnf/q/ewXq8iXWP4tm/7NvrecnCwH3cgIp0UKaV0ztZ1zeHNWzRNQz8axbharVit\nVnz8jz7D9Zu3Ps9P23m8GnFuU3we53Ee5/E6j/OM/jwA+L3f/wjV5fvpnvkUfeSltTGo6B1uXYfW\nBVVRYm2PDV74ea3Fl8aCCQZdGDw+SyF76yhMMkGIRdOAZPVKx8Ehg8ZeKZN9ztFGplEFGUXofU9Z\nlnhvIweuRCsf71sYg0+dREjG67zHKHkOrSWzFifJtFtJt5T0PZmcxfapzeapUYyLsNtds9uF4NvV\nwbZpG+lmFRfPxXwhhc8gHjx914vGPU7OkmOSf/uk64+F6b7rc8b/cz/3Lm4d3SIEqKuC7/ne76Ft\nO/b394Q+c1IXsLFnggBHx8fY3mF0i+k6gves1isA2vWa3/ydD39en6/zeHXjHOjPYyOqOx7k59/5\nEwB86ze/DesszXQitI13BDxlKeZgtusoSqF0bOTgtRVLBVS0GY7yx6KQAut2ZLth72PPjUMpGUTi\nnJf75UYiDXhUZXArS1EUuN5tgLApCvF+1wNtAwLbLsgg6tbZaKPABoIP/jYqCm/CBnUjx6BOgfsY\nyDNoj/j5cbdsinEDVYgNY1prOjMhWMsffuwP2T/Yx/t0DIGjw2Oxjx4eheA9TkHwQqf1sbAbpnIs\nP/Mz/ydPfe5zEKCqCn7ob/wQy5Mld911l9hipElWWrNer5nP5jzx2Sepyhrv1tHCuOP4+JjDQ6Fp\nfvODH3q+j9F5vMbiHOjP41T86W//i/nf66ce4eTomOlsRqkUDrCupSwaTAi0UX1SViXWe4poGpmG\nSLs4zSjZDwCSoQeNVoGgTJxJqiPYFQQfB4yHqMLRwtVrXdLbtXjgxEEiCfwBGR5elCgrnjkgj5s9\nWryPMkQzZODAWEtPskPIRdR4Ika8+q5Mfgzowv3vllUWRUnXdRvjA1M271FiBW0tDz74BnGWjI97\nfHhEacqNQrFzjqBFwVTFhqgUSin+yU//NI8++ggBAfl3vOMd3Lh5k/vuu5ej42P8ZEogUJUlh4e3\nuHTxIk8++TSTyYRVOKHrO9q25fj4iF/69X/7Uj5S5/EqxznQn8dto7n6RrqnH2V1fERZ1+jCgFZ0\n/QlVOWFSN6yiQVZZV7ggNIxxomoxsTIaoqcLSBbrQ5r5OnitGGNwzmawlxF2AVXqTOEYXeJcT1FX\nuL5HaY2Lj6uMmJ0VRUnnugjy4pxYRGMz56yob9ZrkvpGsHqgaMQzJg+izb/OAvqzqJtdWX9qiipj\nZ9N4NqzVNd459vYWLMI8g/zJ0Qk6iIdMeixrLcGIpcG4GS3tYH7qp36KDz78MASoq5Jf+qVf4umn\nn+aNDz3EcrnkwsFBfu6u6zg42Ofw8Cj2GmiWyyUnyyXL5TH/6v/9Ny//B+s8XtE4B/rzeN6orjzE\nv//vfQ3/+t3vwlrLZDqV9nu7QisxQ+v6nr5tBexFS0PhTQR7Ih0jj5cMtsRGWLj2EBQq+uWH4CCa\noQlYe0yhIydvsNEErJw09P9/e2cbJNlV3vffc865t3t2diWBtRLaNREgCYXXwthlk4KAAzEGQpBN\nUQ5OHHBw4rKNK/YHMG9Jyq7yFydlUoWdmEBMMMQxOLap6ENIQcCEVIJ4MQhpsbxikQlYLCsvq53Z\n6en7cs558uGce6d32JWWZXd7Zvb8VF3dfbtn9py5reeefs7z/P/zBmNz16soIZdrDvl2JDtLqRJN\nJESlHssxTcpvh7DQMAVDo9T5ulmHn03pqJRakUUxswV3J7cggeCcG31Vt0shqK2Z1BM2Z7Ox21cE\nQu/HenbJv7/3PSqMQX6oNBIR7rzzTgDuvvtuDl5/kKp2vOtd7+bkyZNMpxNmGxvEXB7pvU9WfvOG\ntmnZnM04vXaa9fV11tfW+L+f/TzHvvq1S/ERKiyZEugLF8Sn/+xuVm56Mt2JYzSzGZOVFSqxeI14\n3+BMRVSl73qcs0RR/EKwT/I3W+mKGGMqdYyKStqqFU2biSklr8ToMeIQZBRfizFSuZqub6hrl3xl\nczAOviUJJ+tYpy9iEKNoSPsFSVcnnBXAR2njocdLNQudKUNh2lYKZ6uL1Vq7pdKZ55Y2M7dW8nYh\nTWSMzXoz5ttKMZs+4LRlZWWFGJLxuhHDPEs/DPK/g5aMV2VSVVvyCWK4665P8aUjRwA4fOgQVeV4\n61vfymzjDFaEvuuIUXOAD9R1xcMPr9G1LZubM86cWU+r+I0N/tMH/+QSfnoKyz3GMmAAABqrSURB\nVOZRyytF5D0i8pCIHFk49m9E5C9E5B4R+ZCIXLfw2ltE5JiIHBWRH71cAy8sh/rGW/nCPUfom4bo\nPY6k7x5iqsxwQ1doDnaeAHlD0eSbzQ1TaRNwSJNElOxHawZP061NWtF0ARBsNpFyeB9wKxOiJsE1\nY6stVS9jUUkBX7NMgHUpGIfgFwKwjiv75EWb69PNVspmCPKSDwhZ8XKsvd9K5G9vslpM7SyqQC4K\nqZnpKpNJnTeQc0pLhNB6vO9x1lA5SwyRvusIApWzDNLPxghH/+I+7r33Xg4ePMjBgwc5fOgmfuWN\nb6RrW1DNFn6py9j3HdPplLXT67RNw+bmZrrNZjRNw394/wcv06ensCweVQJBRJ4PbJC8YJ+ej70Y\n+LiqehH5DQBVfZOIPBX4A+AHgUPA/wSerOcqtzj73ygSCLuQ7kTa6HO1Q3KZZQxQ1TU6NB/lQOjE\nbgVhgWjN2KWZOlklOVmR3pfKKZMGTvJJSYFNRVF6RJSum1NPHBKGllsl+C6lVHxH37WYmDRfhNQA\nFkOAGHGVS0GQdOFpmoam2aSqqm1uUPniEHWURG7blqZtmUyq1NQVfGr+yvsTKGcFdVVlMpmOwmKL\nq3lVpcVCNlwZnJusWGYbs/TNR4Su79nY2MBrHC8sQwnriRMn+MxnPwsw5v5f+MIX5otZTE5e+WKz\ntnY6pcoQ5vN5nnfD+to6v/abv3U5Py6Fy8OlkUBQ1U+KyBO2HfvIwtO7gFflx3cAH1DVFvhLETlG\nCvqfusBBF3YR9Y23Ek4+QOw8xlkqZ/EENPaARZxNaQwUr4ozw8dNMDGiWXp42AuNMWBtNnolYIzN\n9e/JYATSvYghRI9zdbIIzPr52vepM1RSLl+SCWrW7NnSwrfOMRhojPLAbFXljGWWZ+Xth6HLmI9H\n08o+jEXtmoPot9fRbzcJH1M7KwewbYMPAY15hS9JTM6I4LKefDOfkw3BsiNUqmba2Jjx4IMPcvjw\nIaaTCbfcciuQVvzDxSaqEkNgYzbDSLpwzeeb+cLo6dq2BPk9zqXI0b8OGL7rHSYF/oHBHPzbkOIZ\nuyew1z+JH37uc/joh/5zqnixQxok0M976pVpsi8MgT6mGu/KphZ+CRFxNq3sITcweaxxJFGFYXM2\nad6IKFYcPvZ5xR/RvGIHqKsKohJ8i61rpG/pYs/EJm0eNYIj5dWDTxeMVLcvuUkr6eAMkX7M3QOL\nd4NRyRC0U+onSRuYbc1PaRO2Gi8o279B933HdDJh3jSgafVemTTHQcNnPp/jcxPasPcw2CNunFnn\n8OFDrKyssDKdjqJmwWdbQknpsqDKpJ7Qdx3zeUPtHBsbMz78sU/w4Y+Vqpq9zncV6EXkbYAHfn84\ndI63nTMto8Uzds/wif9zF9UNtxL++ispKKOYyuGcMN84w3R1FTupibkEsOsbKjdJq2OviHOIRiKp\n1DFqSHL2moI9CNYZfB8wxuFMhY89YKjrKW03A9LGp9GYU0AGayuMyY5UQ5lkNg0fgiUkD9RhXwBy\nnB8rbhbr7YdfdXYwH4TY8tVoXMFvL69cXMlHm2rrfd+nFFNOEa1OV9nY2MjfbODM+jpN12btHzOm\nciClbm644QaqqmI+nyfFygUtniGNY62lXVvH9z2qynRSM9vc5Ofe+C8uxekv7AIuOtCLyGuBlwMv\n0q1lygWbgxf2HvbgLXzr2Be47poD+LbFVhVV5Wg3N6ljRHLDlDVC18+pbI1Gk/TqnUOIY1nlUHmT\nt29BQ/Y+TXIIkrPuMYZ00QC8D9SVhRgJvgfnoJNccmnQrJYpgKtTHb6zdqxcGfTyU7opBfc4Buqh\nWmiQ8dXzBvRFBsnixbx/6vpNFyBrDWiScbDGMpttpG7XEJg3czY3Nwn5W0cYq4WSuqSIYK2haea0\nbZMqduIwjsja6dOEGJjUU/q+w1oz2vy97pfedMnPf2HnclGBXkReArwJeIGqbi68dCfwX0Tk7aTN\n2NuAz3zXoyzsGr7n1u8DoD9xP6HrMdZQWYOGfkvKwCb/0rZvqKsa9YLEiDqbOmLNkEMnBy5FxJFS\nOTYHPJOrZOwYjEWUEBUTI2LSRqRgiBJwpKAdRNPW56ArYy1d1+eUjM0lleT7xZp4yeMZVB63Avxi\nM9RiAxSkC8R26QM/mpssNFKJgE8587Zt6XtP2zZ00QPpAiP5W0ff+/H3D16zKchvGYwPevmV1PQ+\nXRS6tuMnf/afX+pTXtgFXKw5+FuACfDR/IG7S1V/TlW/JCJ/CPw5KaXz+keruCnsTaobn0x3/CiQ\ngo+tHDEL0htNjlaVs3RdmwzAe4+JEazB2Ai2HlMq3vdAQKQam4bSCtuAxFFOAAxCIIpiNKdSjEkp\nI2PB5J/N7x5/7qygO4iakfRq8sVJc8VQCJEYlRD8qKWzuKrfXh8/rMJHTRu2+giAZJ4OSICua+m6\njqZp0oq+z7o1GhGTDGDS3oLgfc9kMkk6QtaOm7OqafCVq/O3gNSgFUPk1SXIX7UUh6nCZeUVL3kR\nf/zef0/bd1RZ597HyGQ6HQ3Kgyquruhbj3WpWsZWDs15bMHQ96nqxkiNiMH3MaVwTL4wkDaArRWi\n9uA7rDF0fUs7O8OkrsB7iIrRJKbmplOa9XVEIXjPxpkzTKcOa+1YCtlnf1qyznufu3LX19fZv3//\n2O0KC41gedO1abIKqDFMJhNEhKb39H3PdDoFhkofQzdv6b1nfX0dawyzfnCd0rNW7yKpLHJ1dfUs\nY/HUMevHqhqTRcoAPv6/P8U73v3ey3OCC8umOEwVls+d/+NjVI+7ne74feNmrDWGvplTr+wbuzSD\ngKstvkvNTEEVUyvYCUrEOsH7QIgtRiY4Z5O9XgTsUJaYatrrqqaNEWJa7fbWEUKgMoagIdX4R8U3\nc0IIrNSTUfhsezPTuP7fJoew3WnqXBU1Qwpn2BSdNS37VlbSzw7llcbQbXbEGDn98Cmstcy6Zuvf\nSl9h8rebVE65L5tyC4OtX8wXDjNu1M7nc6y1/P1/9E8v2bks7F6K8UjhilDf9JQxgDpj0iq6bREi\ntbEQIoQU0FNQBQ0RiV3quTJp41EMqHRbGjYiEPONLIwWwdkq5bTFUk2mSdu+rpPJeZZCEBGqukol\niCZtcg6VOMN7TL4BY05/kEDY/l5gS6Eze8guShQ38/mYahl+r3ZJmuHM+hoGoY8Ba1LANmYrcFtj\n6duO/av7soY9ozRC5SqijxhJVTy+76mcK0G+MFJW9IUrxuTQU8fH4eSXkykIhiiKzS4gmrUSxqYl\nVUzsibbG2hSMUwlmkgZwMmjjJHkEISahNLGIndJ1syTTO5micRBTi2i2QRFIUg5ZoMw5N1bJhAVN\nnO3qk0PePYQwyiksCpUlH9ythinrLNdecyDpAMWI5Fy6cZa1tY2zhMk0V+BA2kB2WS5i/+q+cRPY\n+5AEzYJic7MZMfLSn3zd5TyFhV1KWdEXloK9/jYcgoSYzMUlOUFZUuBVDWlVC0kSQHvEgHUGY0Fs\nxPsu7bGadEsG3wZrHDG3/VdVjbEVYizWVZgqCaHZalh5B4w1uGFlnzddbd7gFCOj7g0wruQXV+zD\nbTG1MzhHwbDydrgso2ytobaO2jra+Zxmc5PQ98SsdVM5hzGpgNQZw77plAOrq6M2j3MW33dpvig2\nj+9HfuKnL/+JK+xKS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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to perform a perspective transform\n", + "# I've used the example grid image above to choose source points for the\n", + "# grid cell in front of the rover (each grid cell is 1 square meter in the sim)\n", + "# Define a function to perform a perspective transform\n", + "def perspect_transform(img, src, dst):\n", + " \n", + " M = cv2.getPerspectiveTransform(src, dst)\n", + " warped = cv2.warpPerspective(img, M, (img.shape[1], img.shape[0]))# keep same size as input image\n", + " \n", + " return warped\n", + "\n", + "\n", + "# Define calibration box in source (actual) and destination (desired) coordinates\n", + "# These source and destination points are defined to warp the image\n", + "# to a grid where each 10x10 pixel square represents 1 square meter\n", + "# The destination box will be 2*dst_size on each side\n", + "dst_size = 5 \n", + "# Set a bottom offset to account for the fact that the bottom of the image \n", + "# is not the position of the rover but a bit in front of it\n", + "# this is just a rough guess, feel free to change it!\n", + "bottom_offset = 6\n", + "source = np.float32([[14, 140], [301 ,140],[200, 96], [118, 96]])\n", + "destination = np.float32([[image.shape[1]/2 - dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - 2*dst_size - bottom_offset], \n", + " [image.shape[1]/2 - dst_size, image.shape[0] - 2*dst_size - bottom_offset],\n", + " ])\n", + "warped = perspect_transform(grid_img, source, destination)\n", + "plt.imshow(warped)\n", + "#scipy.misc.imsave('../output/warped_example.jpg', warped)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Color Thresholding\n", + "Define the color thresholding function from the lesson and apply it to the warped image\n", + "\n", + "**TODO:** Ultimately, you want your map to not just include navigable terrain but also obstacles and the positions of the rock samples you're searching for. Modify this function or write a new function that returns the pixel locations of obstacles (areas below the threshold) and rock samples (yellow rocks in calibration images), such that you can map these areas into world coordinates as well. \n", + "**Hints and Suggestion:** \n", + "* For obstacles you can just invert your color selection that you used to detect ground pixels, i.e., if you've decided that everything above the threshold is navigable terrain, then everthing below the threshold must be an obstacle!\n", + "\n", + "\n", + "* For rocks, think about imposing a lower and upper boundary in your color selection to be more specific about choosing colors. You can investigate the colors of the rocks (the RGB pixel values) in an interactive matplotlib window to get a feel for the appropriate threshold range (keep in mind you may want different ranges for each of R, G and B!). Feel free to get creative and even bring in functions from other libraries. Here's an example of [color selection](http://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_colorspaces/py_colorspaces.html) using OpenCV. \n", + "\n", + "* **Beware However:** if you start manipulating images with OpenCV, keep in mind that it defaults to `BGR` instead of `RGB` color space when reading/writing images, so things can get confusing." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "## Make a video from processed image data\n", - "Use the [moviepy](https://zulko.github.io/moviepy/) library to process images and create a video.\n", - " " - ], - "metadata": {} + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "source": [ - "# Import everything needed to edit/save/watch video clips\n", - "from moviepy.editor import VideoFileClip\n", - "from moviepy.editor import ImageSequenceClip\n", - "\n\n", - "# Define pathname to save the output video\n", - "output = '../output/test_mapping.mp4'\n", - "data = Databucket() # Re-initialize data in case you're running this cell multiple times\n", - "clip = ImageSequenceClip(data.images, fps=60) # Note: output video will be sped up because \n", - " # recording rate in simulator is fps=25\n", - "new_clip = clip.fl_image(process_image) #NOTE: this function expects color images!!\n", - "%time new_clip.write_videofile(output, audio=False)" - ], - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "[MoviePy] >>>> Building video ../output/test_mapping.mp4\n", - "[MoviePy] Writing video ../output/test_mapping.mp4\n", - "[MoviePy] Done.\n", - "[MoviePy] >>>> Video ready: ../output/test_mapping.mp4 \n", - "\n", - "CPU times: user 1.75 s, sys: 150 ms, total: 1.9 s\n", - "Wall time: 2.3 s\n" - ] - }, - { - "output_type": "stream", - "name": "stderr", - "text": [ - "\r 0%| | 0/283 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Identify pixels above the threshold\n", + "# Threshold of RGB > 160 does a nice job of identifying ground pixels only\n", + "def color_thresh(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " color_select = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", + " & (img[:,:,1] > rgb_thresh[1]) \\\n", + " & (img[:,:,2] > rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " color_select[above_thresh] = 1\n", + " # Return the binary image\n", + " return color_select\n", + "\n", + "threshed = color_thresh(warped)\n", + "plt.imshow(threshed, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Coordinate Transformations\n", + "Define the functions used to do coordinate transforms and apply them to an image." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "outputExpanded": false + }, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "### This next cell should function as an inline video player\n", - "If this fails to render the video, try running the following cell (alternative video rendering method). You can also simply have a look at the saved mp4 in your `/output` folder" - ], - "metadata": {} + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "source": [ - "\n", - "from IPython.display import HTML\n", - "HTML(\"\"\"\n", - "\n", - "\"\"\".format(output))" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 11, - "data": { - "text/html": [ - "\n", - "\n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {} - } - ], - "execution_count": 11, - "metadata": { - "collapsed": false - } - }, + "data": { + "image/png": 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yccu/tSCnXfs28mkpPN45jzBIiLpbMMTadnqDghoEpG3GD3/4Yzz+5JNaPV3a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2qMuM64ecyIrjKWiCowVoODlKhVYCrNUSFsK/3UaIqwAo6aHIpXnHl2Dv29pgUAsg689xiG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\noA/5QgO8YTZmZ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q5XuLy6gm89hpD5nGbat6QeqY6czIMIHKR0mhiw9DmZXhO1j/Wx6SMn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2vPSQN/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\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bt27d5+UAAABg9SIYB7Dq7NixQ5/4xCe0bdu2sfMee+yxOumkk+a1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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to convert from image coords to rover coords\n", + "def rover_coords(binary_img):\n", + " # Identify nonzero pixels\n", + " ypos, xpos = binary_img.nonzero()\n", + " # Calculate pixel positions with reference to the rover position being at the \n", + " # center bottom of the image. \n", + " x_pixel = -(ypos - binary_img.shape[0]).astype(np.float)\n", + " y_pixel = -(xpos - binary_img.shape[1]/2 ).astype(np.float)\n", + " return x_pixel, y_pixel\n", + "\n", + "# Define a function to convert to radial coords in rover space\n", + "def to_polar_coords(x_pixel, y_pixel):\n", + " # Convert (x_pixel, y_pixel) to (distance, angle) \n", + " # in polar coordinates in rover space\n", + " # Calculate distance to each pixel\n", + " dist = np.sqrt(x_pixel**2 + y_pixel**2)\n", + " # Calculate angle away from vertical for each pixel\n", + " angles = np.arctan2(y_pixel, x_pixel)\n", + " return dist, angles\n", + "\n", + "# Define a function to map rover space pixels to world space\n", + "def rotate_pix(xpix, ypix, yaw):\n", + " # Convert yaw to radians\n", + " yaw_rad = yaw * np.pi / 180\n", + " xpix_rotated = (xpix * np.cos(yaw_rad)) - (ypix * np.sin(yaw_rad))\n", + " \n", + " ypix_rotated = (xpix * np.sin(yaw_rad)) + (ypix * np.cos(yaw_rad))\n", + " # Return the result \n", + " return xpix_rotated, ypix_rotated\n", + "\n", + "def translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale): \n", + " # Apply a scaling and a translation\n", + " xpix_translated = (xpix_rot / scale) + xpos\n", + " ypix_translated = (ypix_rot / scale) + ypos\n", + " # Return the result \n", + " return xpix_translated, ypix_translated\n", + "\n", + "\n", + "# Define a function to apply rotation and translation (and clipping)\n", + "# Once you define the two functions above this function should work\n", + "def pix_to_world(xpix, ypix, xpos, ypos, yaw, world_size, scale):\n", + " # Apply rotation\n", + " xpix_rot, ypix_rot = rotate_pix(xpix, ypix, yaw)\n", + " # Apply translation\n", + " xpix_tran, ypix_tran = translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale)\n", + " # Perform rotation, translation and clipping all at once\n", + " x_pix_world = np.clip(np.int_(xpix_tran), 0, world_size - 1)\n", + " y_pix_world = np.clip(np.int_(ypix_tran), 0, world_size - 1)\n", + " # Return the result\n", + " return x_pix_world, y_pix_world\n", + "\n", + "# Grab another random image\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "warped = perspect_transform(image, source, destination)\n", + "threshed = color_thresh(warped)\n", + "\n", + "# Calculate pixel values in rover-centric coords and distance/angle to all pixels\n", + "xpix, ypix = rover_coords(threshed)\n", + "dist, angles = to_polar_coords(xpix, ypix)\n", + "mean_dir = np.mean(angles)\n", + "\n", + "# Do some plotting\n", + "fig = plt.figure(figsize=(12,9))\n", + "plt.subplot(221)\n", + "plt.imshow(image)\n", + "plt.subplot(222)\n", + "plt.imshow(warped)\n", + "plt.subplot(223)\n", + "plt.imshow(threshed, cmap='gray')\n", + "plt.subplot(224)\n", + "plt.plot(xpix, ypix, '.')\n", + "plt.ylim(-160, 160)\n", + "plt.xlim(0, 160)\n", + "arrow_length = 100\n", + "x_arrow = arrow_length * np.cos(mean_dir)\n", + "y_arrow = arrow_length * np.sin(mean_dir)\n", + "plt.arrow(0, 0, x_arrow, y_arrow, color='red', zorder=2, head_width=10, width=2)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Read in saved data and ground truth map of the world\n", + "The next cell is all setup to read your saved data into a `pandas` dataframe. Here you'll also read in a \"ground truth\" map of the world, where white pixels (pixel value = 1) represent navigable terrain. \n", + "\n", + "After that, we'll define a class to store telemetry data and pathnames to images. When you instantiate this class (`data = Databucket()`) you'll have a global variable called `data` that you can refer to for telemetry and map data within the `process_image()` function in the following cell. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "inputHidden": false, + "outputHidden": false + }, + "outputs": [], + "source": [ + "# Import pandas and read in csv file as a dataframe\n", + "import pandas as pd\n", + "# Change the path below to your data directory\n", + "# If you are in a locale (e.g., Europe) that uses ',' as the decimal separator\n", + "# change the '.' to ','\n", + "df = pd.read_csv('../test_dataset/robot_log.csv', delimiter=';', decimal='.')\n", + "csv_img_list = df[\"Path\"].tolist() # Create list of image pathnames\n", + "# Read in ground truth map and create a 3-channel image with it\n", + "ground_truth = mpimg.imread('../calibration_images/map_bw.png')\n", + "ground_truth_3d = np.dstack((ground_truth*0, ground_truth*255, ground_truth*0)).astype(np.float)\n", + "\n", + "# Creating a class to be the data container\n", + "# Will read in saved data from csv file and populate this object\n", + "# Worldmap is instantiated as 200 x 200 grids corresponding \n", + "# to a 200m x 200m space (same size as the ground truth map: 200 x 200 pixels)\n", + "# This encompasses the full range of output position values in x and y from the sim\n", + "class Databucket():\n", + " def __init__(self):\n", + " self.images = csv_img_list \n", + " self.xpos = df[\"X_Position\"].values\n", + " self.ypos = df[\"Y_Position\"].values\n", + " self.yaw = df[\"Yaw\"].values\n", + " self.count = -1 # This will be a running index, setting to -1 is a hack\n", + " # because moviepy (below) seems to run one extra iteration\n", + " self.worldmap = np.zeros((200, 200, 3)).astype(np.float)\n", + " self.ground_truth = ground_truth_3d # Ground truth worldmap\n", + "\n", + "# Instantiate a Databucket().. this will be a global variable/object\n", + "# that you can refer to in the process_image() function below\n", + "data = Databucket()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Write a function to process stored images\n", + "\n", + "Modify the `process_image()` function below by adding in the perception step processes (functions defined above) to perform image analysis and mapping. The following cell is all set up to use this `process_image()` function in conjunction with the `moviepy` video processing package to create a video from the images you saved taking data in the simulator. \n", + "\n", + "In short, you will be passing individual images into `process_image()` and building up an image called `output_image` that will be stored as one frame of video. You can make a mosaic of the various steps of your analysis process and add text as you like (example provided below). \n", + "\n", + "\n", + "\n", + "To start with, you can simply run the next three cells to see what happens, but then go ahead and modify them such that the output video demonstrates your mapping process. Feel free to get creative!" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Define a function to pass stored images to\n", + "# reading rover position and yaw angle from csv file\n", + "# This function will be used by moviepy to create an output video\n", + "def process_image(img):\n", + " # Example of how to use the Databucket() object defined above\n", + " # to print the current x, y and yaw values \n", + " # print(data.xpos[data.count], data.ypos[data.count], data.yaw[data.count])\n", + "\n", + " # TODO: \n", + " # 1) Define source and destination points for perspective transform\n", + " # 2) Apply perspective transform\n", + " # 3) Apply color threshold to identify navigable terrain/obstacles/rock samples\n", + " # 4) Convert thresholded image pixel values to rover-centric coords\n", + " # 5) Convert rover-centric pixel values to world coords\n", + " # 6) Update worldmap (to be displayed on right side of screen)\n", + " # Example: data.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", + " # data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " # data.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", + "\n", + " # 7) Make a mosaic image, below is some example code\n", + " # First create a blank image (can be whatever shape you like)\n", + " output_image = np.zeros((img.shape[0] + data.worldmap.shape[0], img.shape[1]*2, 3))\n", + " # Next you can populate regions of the image with various output\n", + " # Here I'm putting the original image in the upper left hand corner\n", + " output_image[0:img.shape[0], 0:img.shape[1]] = img\n", + "\n", + " # Let's create more images to add to the mosaic, first a warped image\n", + " warped = perspect_transform(img, source, destination)\n", + " # Add the warped image in the upper right hand corner\n", + " output_image[0:img.shape[0], img.shape[1]:] = warped\n", + "\n", + " # Overlay worldmap with ground truth map\n", + " map_add = cv2.addWeighted(data.worldmap, 1, data.ground_truth, 0.5, 0)\n", + " # Flip map overlay so y-axis points upward and add to output_image \n", + " output_image[img.shape[0]:, 0:data.worldmap.shape[1]] = np.flipud(map_add)\n", + "\n", + "\n", + " # Then putting some text over the image\n", + " cv2.putText(output_image,\"Populate this image with your analyses to make a video!\", (20, 20), \n", + " cv2.FONT_HERSHEY_COMPLEX, 0.4, (255, 255, 255), 1)\n", + " data.count += 1 # Keep track of the index in the Databucket()\n", + " \n", + " return output_image" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Make a video from processed image data\n", + "Use the [moviepy](https://zulko.github.io/moviepy/) library to process images and create a video.\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "scrolled": false + }, + "outputs": [ { - "cell_type": "markdown", - "source": [ - "### Below is an alternative way to create a video in case the above cell did not work." - ], - "metadata": {} - }, + "ename": "NeedDownloadError", + "evalue": "Need ffmpeg exe. You can download it by calling:\n imageio.plugins.ffmpeg.download()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNeedDownloadError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/imageio/plugins/ffmpeg.py\u001b[0m in \u001b[0;36mget_exe\u001b[0;34m()\u001b[0m\n\u001b[1;32m 81\u001b[0m exe = get_remote_file('ffmpeg/' + FNAME_PER_PLATFORM[plat],\n\u001b[0;32m---> 82\u001b[0;31m auto=False)\n\u001b[0m\u001b[1;32m 83\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchmod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexe\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexe\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mst_mode\u001b[0m \u001b[0;34m|\u001b[0m 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\u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# Import everything needed to edit/save/watch video clips\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meditor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mVideoFileClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meditor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mImageSequenceClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/editor.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 20\u001b[0m \u001b[0;31m# 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\u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtools\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mverbose_print\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/config.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mFFMPEG_BINARY\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0;34m'ffmpeg-imageio'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mimageio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplugins\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mffmpeg\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mget_exe\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0mFFMPEG_BINARY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_exe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mFFMPEG_BINARY\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0;34m'auto-detect'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/imageio/plugins/ffmpeg.py\u001b[0m in \u001b[0;36mget_exe\u001b[0;34m()\u001b[0m\n\u001b[1;32m 84\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mexe\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 85\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mNeedDownloadError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 86\u001b[0;31m raise NeedDownloadError('Need ffmpeg exe. '\n\u001b[0m\u001b[1;32m 87\u001b[0m \u001b[0;34m'You can download it by calling:\\n'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 88\u001b[0m ' imageio.plugins.ffmpeg.download()')\n", + "\u001b[0;31mNeedDownloadError\u001b[0m: Need ffmpeg exe. You can download it by calling:\n imageio.plugins.ffmpeg.download()" + ] + } + ], + "source": [ + "# Import everything needed to edit/save/watch video clips\n", + "from moviepy.editor import VideoFileClip\n", + "from moviepy.editor import ImageSequenceClip\n", + "\n", + "\n", + "# Define pathname to save the output video\n", + "output = '../output/test_mapping.mp4'\n", + "data = Databucket() # Re-initialize data in case you're running this cell multiple times\n", + "clip = ImageSequenceClip(data.images, fps=60) # Note: output video will be sped up because \n", + " # recording rate in simulator is fps=25\n", + "new_clip = clip.fl_image(process_image) #NOTE: this function expects color images!!\n", + "%time new_clip.write_videofile(output, audio=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### This next cell should function as an inline video player\n", + "If this fails to render the video, try running the following cell (alternative video rendering method). You can also simply have a look at the saved mp4 in your `/output` folder" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "source": [ - "import io\n", - "import base64\n", - "video = io.open(output, 'r+b').read()\n", - "encoded_video = base64.b64encode(video)\n", - "HTML(data=''''''.format(encoded_video.decode('ascii')))" - ], - "outputs": [ - { - "output_type": "execute_result", - "execution_count": 12, - "data": { - "text/html": [ - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {} - } - ], - "execution_count": 12, - "metadata": { - "collapsed": false - } + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:An unexpected error occurred while tokenizing input\n", + "The following traceback may be corrupted or invalid\n", + "The error message is: ('EOF in multi-line string', (1, 0))\n", + "\n" + ] }, { - "cell_type": "code", - "source": [], - "outputs": [], - "execution_count": null, - "metadata": { - "collapsed": true - } + "ename": "NameError", + "evalue": "name 'output' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m<\u001b[0m\u001b[0msource\u001b[0m \u001b[0msrc\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"{0}\"\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;34m<\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \"\"\".format(output))\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'output' is not defined" + ] } - ], - "metadata": { - "anaconda-cloud": {}, - "kernel_info": { - "name": "python3" - }, - "kernelspec": { - "name": "python3", - "language": "python", - "display_name": "Python 3" - }, - "language_info": { - "nbconvert_exporter": "python", - "version": "3.5.2", - "file_extension": ".py", - "name": "python", - "pygments_lexer": "ipython3", - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "mimetype": "text/x-python" + ], + "source": [ + "\n", + "from IPython.display import HTML\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\".format(output))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Below is an alternative way to create a video in case the above cell did not work." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'output' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mbase64\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mvideo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'r+b'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mencoded_video\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbase64\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mb64encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m HTML(data='''