diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..0439190 Binary files /dev/null and b/.DS_Store differ diff --git a/.ipynb_checkpoints/main-checkpoint.ipynb b/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..0c46aa3 --- /dev/null +++ b/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,264 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# Import necessary libraries\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "# Class for our camera model\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " def projective_transform(self,x):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " \"\"\"\n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv])\n", + " \n", + " \n", + " def rotational_transform(self,X,pts):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " \"\"\"\n", + " \n", + " cam_x = X[0]\n", + " cam_y = X[1]\n", + " cam_z = X[2]\n", + " roll = X[3]\n", + " pitch = X[4]\n", + " yaw = X[5]\n", + " \n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x],[0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + " \n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + "\n", + " return C @ pts\n", + " \n", + " def estimate_pose(self,opt_pose):\n", + " self.p = opt_pose\n", + " pass\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "\n", + "#myCam.f = (28/36)*3024 # Focal length\n", + "myCam.f = (28/36)*4032 # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "\n", + "# List to hold the gcp info\n", + "gcps = []\n", + "\n", + "# Read in gcp's from file\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " \n", + " # Delimit by comma\n", + " line = line.split(',')\n", + " \n", + " # Convert string array to floats\n", + " for x in range(0,len(line)-1):\n", + " line[x] = float(line[x])\n", + " \n", + " # Add the single gcp\n", + " gcps.append(line)\n", + "\n", + "# Model for our transformation\n", + "def f(X_gcp, p):\n", + " transformed = []\n", + " for gcp in X_gcp:\n", + " # Perform rotational transform on X_gcp\n", + " rotated = myCam.rotational_transform(p, gcp)\n", + " # Project the rotated coordinates to pixel coordinates\n", + " projected = myCam.projective_transform(rotated)\n", + " transformed.append(projected)\n", + " \n", + " return transformed # Returns the transformed camera coordinates\n", + "\n", + "# Residual function to calculate the difference in X_gcp and u_gcp\n", + "def residual(p0, X_gcp, u_gcp):\n", + " #print(f(X_gcp, p0) - u_gcp)\n", + " all_res = np.array(f(X_gcp, p0)) - np.array(u_gcp)\n", + " all_res = all_res.ravel()\n", + " #print(all_res)\n", + " return all_res # Return the difference in observed and projected coordinates\n", + "\n", + "def ave_opt(opts):\n", + " tot = 0\n", + " for x in range(0,len(opts)):\n", + " tot = tot + opts[x]\n", + " \n", + " return tot / float(len(opts))\n", + "\n", + "# Now we begin to estimate an optimal pose for our model\n", + "\n", + "p_opts = [] # List to hold the local optimum\n", + "u_gcps = []\n", + "# Finds a local optimum for every GCP\n", + "for gcp in gcps:\n", + " # pts = [easting, northing, elevation]\n", + " pts = gcp[2:5]\n", + " # pts = [easting, northing, elevation, 1]\n", + " pts.append(1)\n", + " \n", + " # Observed pixel coordinates\n", + " u_gcp = gcp[0:2]\n", + " p_opts.append(pts)\n", + " u_gcps.append(u_gcp)\n", + " #print(\"Optimal\", p_opt)\n", + " #p_opts.append(p_opt) # Add the local optimum\n", + "\n", + "# Initial guess at the pose\n", + "# Find good initial guess\n", + "ave_easting = 0\n", + "ave_northing = 0\n", + "ave_elevation = 0\n", + "index = 0\n", + "for gcp in gcps:\n", + " ave_easting+=gcp[2]\n", + " ave_northing+=gcp[3]\n", + " ave_elevation+=gcp[4]\n", + "ave_easting = ave_easting / len(gcps)\n", + "ave_northing = ave_northing / len(gcps)\n", + "ave_elevation = ave_elevation / len(gcps)\n", + "\n", + "p0 = np.array([ave_easting, ave_northing, ave_elevation ,90,45,45])\n", + "#print(\"P0\", p0)\n", + " \n", + "# Find a locally optimal p\n", + "p_opt = so.least_squares(residual, p0, method='lm', args=(p_opts,u_gcps))['x']\n", + "\n", + "# Give camera model optimal pose\n", + "myCam.p = p_opt\n", + "\n", + "#print(p_opt)\n", + "final_coords = [] # Holds the coordinates projected with our optimal camera model\n", + "\n", + "index = 0\n", + "#final_opt = ave_opt(p_opts)\n", + "\n", + "pts = []\n", + "pt = []\n", + "for gcp in gcps:\n", + " pt = gcp[2:5]\n", + " pt.append(1)\n", + " pts.append(pt)\n", + "\n", + "\n", + "final_coords = f(pts, myCam.p)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimal Pose: [3.22967717e+05 4.30648876e+06 1.25058664e+01 8.80759010e+01\n", + " 4.40193405e+01 4.55108456e+01] \n", + "\n", + "Easting: 322967.7170054466\n", + "Northing: 4306488.76338895\n", + "Elevation: 12.505866387569295\n", + "Roll: 88.07590102399021\n", + "Pitch: 44.01934049972259\n", + "Yaw: 45.51084561303011\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the GCP's using optimally estimated pose.\n", + "plt.rcParams.update({'font.size': 12})\n", + "for x in range(0,len(final_coords)):\n", + " plt.scatter(u_gcps[x][0], u_gcps[x][1], marker=\"x\")\n", + " #plt.text(final_coords[x][0], final_coords[x][1], \"gcp\" + str((x)))\n", + " plt.scatter(final_coords[x][0], final_coords[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)\n", + "print(\"Optimal Pose: \", myCam.p, \"\\n\")\n", + "print(\"Easting: \", myCam.p[0])\n", + "print(\"Northing: \", myCam.p[1])\n", + "print(\"Elevation: \", myCam.p[2])\n", + "print(\"Roll: \", myCam.p[3])\n", + "print(\"Pitch: \", myCam.p[4])\n", + "print(\"Yaw: \", myCam.p[5])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/main_NT-checkpoint.ipynb b/.ipynb_checkpoints/main_NT-checkpoint.ipynb new file mode 100644 index 0000000..492cf1b --- /dev/null +++ b/.ipynb_checkpoints/main_NT-checkpoint.ipynb @@ -0,0 +1,439 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 170, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " \n", + " def rotational_transform(self,pts,pose):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " This function takes the Easting, Northing, and Elevation of the features in an image.\n", + " The pose vector is unknown and what we are looking to optimize.\n", + " \"\"\"\n", + " cam_x = pose[0]\n", + " cam_y = pose[1]\n", + " cam_z = pose[2]\n", + " roll = pose[3]*np.pi/180. \n", + " pitch = pose[4]*np.pi/180. \n", + " yaw = pose[5]*np.pi/180. \n", + "\n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x], [0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + "\n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + "\n", + " return C @ pts\n", + " \n", + " \n", + " def projective_transform(self,rot_pt):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " This function needs the outputs of the rotational transform function (the rotated points).\n", + " \"\"\"\n", + " focal = (28/36.)*4032 # Focal length\n", + " sensor = np.array([4032.,3024.])\n", + " \n", + " rot_pt = rot_pt.T\n", + " \n", + " #General Coordinates\n", + " gcx = rot_pt[:,0]/rot_pt[:,2]\n", + " gcy = rot_pt[:,1]/rot_pt[:,2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv]).T\n", + " \n", + " \n", + " def estimate_pose(self,opt_pose):\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"\n", + " \n", + " self.p = opt_pose\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[['1480', '2170', '323024', '4306503', '3', 'Bottom of fountain'], ['1885', '1662', '324286', '4306580', '37', 'Round dome in background - Natural History Museum'], ['845', '1541', '324164', '4306990', '85', 'Point of tall building in background left'], ['433', '1261', '323017', '4306515', '22', 'Top of flag pole in left of picture frame']]\n" + ] + } + ], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "myCam.f = (28/36)*4032 # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "\n", + "# Coordinates (UTM and elation) for the features found in the image.\n", + "gcps = []\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " # Delimit by comma\n", + " line = line.split(',')\n", + " gcps.append(line) \n", + "print (gcps)\n", + "gcps = np.array(gcps)[:,:5].astype(float)\n", + "pts = gcps[:,2:5]\n", + "pts = (np.c_[pts, np.ones(pts.shape[0])]).T \n", + "#print (pts.shape)\n", + "\n", + "# Pixel coordinates of the features in the 2D image\n", + "u_gcp = gcps[:,0:2]\n", + "#print (u_gcp.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": {}, + "outputs": [], + "source": [ + "def residual(pose,pts,u_gcp):\n", + " ''' Calculate the residual between transformed coordinates on prominant features and measured pixel values of those features'''\n", + " # Estimated generalized coordinates of features with a given pose\n", + " pt = myCam.projective_transform(myCam.rotational_transform(pts,pose))\n", + " # Scipy wants a single dimension array\n", + " res = pt.reshape(pt.shape[0]*pt.shape[1]) - u_gcp.reshape(u_gcp.shape[0]*u_gcp.shape[1])\n", + " return res\n", + "\n", + "# Estimated pose is sensitive to the initial conditions\n", + "# Lat and Long are started within ~1000m of known location\n", + "pose_0 = np.array([3.2e5, 4.3e6, 1, 90, 1, 1])\n", + "\n", + "p_opt = so.least_squares(residual, pose_0, method='lm',args=(pts,u_gcp))" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "322967 E\n", + "4306489 N\n", + "12 meters elevation\n", + "7.94 Yaw\n", + "2.16 Pitch\n", + "88.16 Roll\n", + "\n", + "18 S 322966.92 4306489.00\n" + ] + } + ], + "source": [ + "# Estimated pose of the Camera\n", + "print ('\\n%.0f E'%(p_opt.x[0]))\n", + "print ('%.0f N'%(p_opt.x[1]))\n", + "print ('%.0f meters elevation'%(p_opt.x[2]))\n", + "print ('%.2f Yaw'%(p_opt.x[3]))\n", + "print ('%.2f Pitch'%(p_opt.x[4]))\n", + "print ('%.2f Roll'%(p_opt.x[5]))\n", + "\n", + "print ('\\n18 S %.2f %.2f'%(p_opt.x[0],p_opt.x[1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 174, + "metadata": {}, + "outputs": [], + "source": [ + "# Generalized coordinates with optimal pose\n", + "gcpr_opt = rotational_transform(pts,p_opt.x)\n", + "gcp_opt = projective_transform(gcpr_opt)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(10,8))\n", + "for x in range(len(gcp_opt)):\n", + " plt.scatter(u_gcp[x][0], u_gcp[x][1], marker='x')\n", + " plt.scatter(gcp_opt[x][0], gcp_opt[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [], + "source": [ + "# u_gcp error estimates -- error in observations\n", + "stdev = 0.01*u_gcp.reshape(10)\n", + "cov_obs = np.diag(stdev)\n", + "wts = np.linalg.inv(cov_obs)\n", + "\n", + "# Covaraince Matrix at Optimal Parameters\n", + "jac = p_opt.jac\n", + "cov = np.linalg.inv(jac.T@jac)\n", + "#print (cov)\n", + "\n", + "# Weighted Covariance Matrix\n", + "cov_wtd = np.linalg.inv(jac.T@wts@jac)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[['1984', '1053', '272558', '5193938', '1015', 'Main hall spire'], ['884', '1854', '272572', '5193981', '982', 'Large spruce'], ['1202', '1087', '273171', '5193846', '1182', 'Bottom of left tine of M'], ['385', '1190', '273183', '5194045', '1137', 'Large rock outcrop on Sentinel'], ['2350', '1442', '272556', '5193922', '998', 'Southernmost window apex on main hall']]\n" + ] + } + ], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "myCam.f = (27/36)*3264 # Focal length\n", + "myCam.c = np.array([2448.,3264.]) # Sensor size\n", + "\n", + "# Coordinates (UTM and elation) for the features found in the image.\n", + "gcps = []\n", + "f = open('image_coordinates_campus.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " # Delimit by comma\n", + " line = line.split('|')\n", + " gcps.append(line) \n", + "print (gcps)\n", + "gcps = np.array(gcps)[:,:5].astype(float)\n", + "pts = gcps[:,2:5]\n", + "pts = (np.c_[pts, np.ones(pts.shape[0])]).T \n", + "#print (pts.shape)\n", + "\n", + "# Pixel coordinates of the features in the 2D image\n", + "u_gcp = gcps[:,0:2]\n", + "#print (u_gcp.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[1984. 1053.]\n", + " [ 884. 1854.]\n", + " [1202. 1087.]\n", + " [ 385. 1190.]\n", + " [2350. 1442.]]\n" + ] + } + ], + "source": [ + "def residual(pose,pts,u_gcp):\n", + " ''' Calculate the residual between transformed coordinates on prominant features and measured pixel values of those features'''\n", + " # Estimated generalized coordinates of features with a given pose\n", + " pt = myCam.projective_transform(myCam.rotational_transform(pts,pose))\n", + " # Scipy wants a single dimension array\n", + " res = pt.reshape(pt.shape[0]*pt.shape[1]) - u_gcp.reshape(u_gcp.shape[0]*u_gcp.shape[1])\n", + " return res\n", + "\n", + "# Estimated pose is sensitive to the initial conditions\n", + "# Lat and Long are started within ~1000m of known location\n", + "pose_0 = np.array([2.73e5, 5.19e6, 1000, 1, 1, 1])\n", + "\n", + "p_opt = so.least_squares(residual, pose_0, method='lm',args=(pts,u_gcp))\n", + "\n", + "print (u_gcp)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "273518 E\n", + "5193673 N\n", + "1490 meters elevation\n", + "200.19 Yaw\n", + "-22.70 Pitch\n", + "-80.37 Roll\n", + "\n", + "12 T 273518.33 5193672.58\n" + ] + } + ], + "source": [ + "# Estimated pose of the Camera\n", + "print ('\\n%.0f E'%(p_opt.x[0]))\n", + "print ('%.0f N'%(p_opt.x[1]))\n", + "print ('%.0f meters elevation'%(p_opt.x[2]))\n", + "print ('%.2f Yaw'%(p_opt.x[3]))\n", + "print ('%.2f Pitch'%(p_opt.x[4]))\n", + "print ('%.2f Roll'%(p_opt.x[5]))\n", + "\n", + "print ('\\n12 T %.2f %.2f'%(p_opt.x[0],p_opt.x[1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [], + "source": [ + "# Generalized coordinates with optimal pose\n", + "gcpr_opt = rotational_transform(pts,p_opt.x)\n", + "gcp_opt = projective_transform(gcpr_opt)" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig,ax = plt.subplots(figsize=(10,8))\n", + "for x in range(len(gcp_opt)):\n", + " plt.scatter(u_gcp[x][0], u_gcp[x][1], marker='x')\n", + " plt.scatter(gcp_opt[x][0], gcp_opt[x][1])\n", + "im = plt.imread('campus.jpg')\n", + "implot = plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": {}, + "outputs": [], + "source": [ + "# u_gcp error estimates -- error in observations\n", + "stdev = 0.01*u_gcp.reshape(10)\n", + "cov_obs = np.diag(stdev)\n", + "wts = np.linalg.inv(cov_obs)\n", + "\n", + "# Covaraince Matrix at Optimal Parameters\n", + "jac = p_opt.jac\n", + "cov = np.linalg.inv(jac.T@jac)\n", + "#print (cov)\n", + "\n", + "# Weighted Covariance Matrix\n", + "cov_wtd = np.linalg.inv(jac.T@wts@jac)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/project_description-checkpoint.ipynb b/.ipynb_checkpoints/project_description-checkpoint.ipynb new file mode 100644 index 0000000..b821368 --- /dev/null +++ b/.ipynb_checkpoints/project_description-checkpoint.ipynb @@ -0,0 +1,243 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Project 1: Pose estimation\n", + "## Due Jan. 30th\n", + "\n", + "### Assigned Reading: Szeliski Ch 2.3, Ch. 6.2\n", + "\n", + "### Problem description\n", + "One of the most common computer vision tasks, particularly for things like practical robotics, is called *pose estimation*. *Pose* is simply the computer vision term for the vector\n", + "$$\n", + "\\mathbf{p} = [X_{cam},Y_{cam},Z_{cam},\\phi,\\theta,\\psi],\n", + "$$\n", + "where the first three elements of the vector are the position of a camera and the last three elements are its yaw, pitch, and roll. *Pose estimation* is simply determining these values from an image. \n", + "\n", + "How is this done? Imagine that we have identified the real-world coordinates $\\mathbf{X}_i$ of several features that are easily identified, and fit in one photograph. We'll call them ground control points (GCPs).\n", + "\n", + "Using code that we've already developed, we can simulate where these GCPs should project to in the image. If we already know the correct pose, when we perform this projection, the projection of the GCPs (the steeple of M, for example), should be collocated with that feature in a real image that we took with the camera. This is a good way of ensuring that our camera model is correct. \n", + "\n", + "However, usually the pose is not known *a priori*. Instead, we need to find the pose that reduces the misfit between the projection of the GCPs, and their identified location in the image. At its core, you can think of this as a least-squares problem: adjust the pose of the model camera such that the squared difference between the projection of the GCP and its location in the image is minimized. We can write this mathematically as:\n", + "$$\n", + "\\mathbf{p}_{opt} = \\mathrm{argmin}_{\\mathbf{p}} \\frac{1}{2} \\sum_{i=1}^n \\sum_{j=1}^2 (f(\\mathbf{X}_i,\\mathbf{p})_j - \\mathbf{u}_{ij})^2,\n", + "$$\n", + "where $n$ is the number of GCPs, and $f(\\mathbf{X},\\mathbf{p})$ is the projection of real world coordinates $\\mathbf{X}$ into camera coordinates (which depends on the pose $\\mathbf{p}$, and $\\mathbf{u}$ is the pixel coordinates of the equivalent point in the image. When properly formulated, this minimization problem is straightforward to solve. The classic method for doing so is the [Levenberg-Marquardt algorithm](https://en.wikipedia.org/wiki/Levenberg%E2%80%93Marquardt_algorithm), which is a generalization of Newton's method and Gradient descent. \n", + "\n", + "### Software Requirements:\n", + "Your assignment is to develop a camera model that has the capability to perform pose estimation. It should be structured as a Python class with (at least) the following methods:\n", + "* A method for performing the projective transform\n", + "* A method for performing the transformation from world to generalized camera coordinates\n", + "* A method for estimating pose, given ground control points (an excellent python implementation of Levenberg-Marquardt can be found [here](https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.least_squares.html).)\n", + "\n", + "A skeleton for this class might be:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) #\n", + " \n", + " def projective_transform(self,x):\n", + " \n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " pass\n", + " \n", + " def rotational_transform(self,X):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " \"\"\"\n", + " pass\n", + " \n", + " def estimate_pose(self,X_gcp,u_gcp):\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"\n", + " pass\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Testing Requirements\n", + "You should test this code on real world imagery of your own making. Go out into the world and take a photograph of a scene in which you will be able to identify real world coordinates. As an example (which you are free to emulate), I took a photograph of main hall from the oval (see above). In the background was the M, along with a few other things. I selected several prominent features in my image, recorded their image coordinates, then used google earth (with coordinates set to UTM mode) to determine their location in world coordinates:\n", + "\n", + "| u | v | Easting | Northing | Elevation | Description |\n", + "\n", + "|----|----|---------|----------|-----------|----------------|\n", + "\n", + "|1984|1053|272558.68|5193938.07|1015 |Main hall spire |\n", + "\n", + "|884 |1854|272572.34|5193981.03|982 |Large spruce |\n", + "\n", + "|1202|1087|273171.31|5193846.77|1182 |Bottom of left tine of M|\n", + "\n", + "|385 |1190|273183.35|5194045.24|1137 |Large rock outcrop on Sentinel|\n", + "\n", + "|2350|1442|272556.74|5193922.02|998 |Southernmost window apex on main hall|\n", + "\n", + "I saved this table as a txt file, which I read and then use in my estimate_pose function. \n", + "\n", + "### Additional notes\n", + "* The pose vector has six elements. Each ground control point has two observations ($u$ and $v$). How many points are needed to fully constrain the minimization problem? (note that more observations is always better, but there is a minimum for the problem to be well posed)\n", + "\n", + "* You will need to determine the focal length from your camera. To do this you will need to read the image's [Exif file](https://en.wikipedia.org/wiki/Exif). Many image viewers (eye of gnome, for example) will do this automatically. Look under Properties. Alternatively, the Linux command line tool imagemagick can be used:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " exif:ApertureValue: 185/100\n", + " exif:BrightnessValue: 0/100\n", + " exif:ColorSpace: 1\n", + " exif:ComponentsConfiguration: 1, 2, 3, 0\n", + " exif:DateTime: 2019:01:22 12:48:36\n", + " exif:DateTimeDigitized: 2019:01:22 12:48:36\n", + " exif:DateTimeOriginal: 2019:01:22 12:48:36\n", + " exif:ExifImageLength: 2448\n", + " exif:ExifImageWidth: 3264\n", + " exif:ExifOffset: 238\n", + " exif:ExifVersion: 48, 50, 50, 48\n", + " exif:ExposureBiasValue: 0/10\n", + " exif:ExposureMode: 0\n", + " exif:ExposureProgram: 2\n", + " exif:ExposureTime: 1/3230\n", + " exif:Flash: 0\n", + " exif:FlashPixVersion: 48, 49, 48, 48\n", + " exif:FNumber: 190/100\n", + " exif:FocalLength: 291/100\n", + " exif:FocalLengthIn35mmFilm: 27\n", + " exif:GPSDateStamp: 2019:01:22\n", + " exif:GPSInfo: 6272\n", + " exif:GPSTimeStamp: 19/1, 48/1, 36/1\n", + " exif:GPSVersionID: 2, 2, 0, 0\n", + " exif:ImageLength: 2448\n", + " exif:ImageUniqueID: R08QSJA00AA\n", + " exif:ImageWidth: 3264\n", + " exif:InteroperabilityOffset: 6242\n", + " exif:ISOSpeedRatings: 50\n", + " exif:LightSource: 0\n", + " exif:Make: samsung\n", + " exif:MakerNote: 7, 0, 1, 0, 7, 0, 4, 0, 0, 0, 48, 49, 48, 48, 2, 0, 4, 0, 1, 0, 0, 0, 0, 32, 1, 0, 12, 0, 4, 0, 1, 0, 0, 0, 0, 0, 0, 0, 16, 0, 5, 0, 1, 0, 0, 0, 90, 0, 0, 0, 64, 0, 4, 0, 1, 0, 0, 0, 0, 0, 0, 0, 80, 0, 4, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 3, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0\n", + " exif:MaxApertureValue: 185/100\n", + " exif:MeteringMode: 2\n", + " exif:Model: SM-J727V\n", + " exif:Orientation: 1\n", + " exif:ResolutionUnit: 2\n", + " exif:SceneCaptureType: 0\n", + " exif:SceneType: 1\n", + " exif:SensingMethod: 2\n", + " exif:ShutterSpeedValue: 11657/1000\n", + " exif:Software: J727VVRS2BRK1\n", + " exif:thumbnail:Compression: 6\n", + " exif:thumbnail:ImageLength: 384\n", + " exif:thumbnail:ImageWidth: 512\n", + " exif:thumbnail:InteroperabilityIndex: R98\n", + " exif:thumbnail:InteroperabilityVersion: 48, 49, 48, 48\n", + " exif:thumbnail:JPEGInterchangeFormat: 6480\n", + " exif:thumbnail:JPEGInterchangeFormatLength: 14017\n", + " exif:thumbnail:Orientation: 1\n", + " exif:thumbnail:ResolutionUnit: 2\n", + " exif:thumbnail:XResolution: 72/1\n", + " exif:thumbnail:YResolution: 72/1\n", + " exif:UserComment: 65, 83, 67, 73, 73, 0, 0, 0, 10, 0, 0, 0, 65, 76, 67, 83, 73, 73, 70, 48, 65, 119, 98, 0, 0, 0, 0, 0, 99, 111, 114, 101, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 3, 0, 0, 208, 106, 55, 112, 111, 112, 0, 0, 0, 153, 153, 153, 153, 22, 32, 22, 17, 37, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 65, 119, 98, 0, 0, 0, 0, 0, 83, 112, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 2, 0, 3, 0, 0, 208, 106, 55, 112, 111, 112, 0, 0, 0, 153, 153, 153, 153, 22, 32, 22, 17, 37, 23, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 74, 74, 67, 83, 73, 73, 70, 53, 59, 187, 9, 0, 154, 196, 1, 0, 0, 0, 1, 0, 4, 140, 1, 0, 84, 50, 2, 0, 101, 187, 254, 255, 71, 18, 0, 0, 141, 162, 255, 255, 5, 184, 1, 0, 111, 165, 255, 255, 197, 4, 0, 0, 28, 54, 255, 255, 32, 197, 1, 0, 1, 0, 0, 0, 165, 82, 0, 0, 1, 88, 0, 0, 133, 82, 0, 0, 223, 87, 0, 0, 57, 23, 229, 24, 0, 0, 0, 188, 38, 82, 115, 87, 85, 247, 0, 0, 0, 0, 1, 1, 232, 87, 144, 82, 226, 87, 136, 82, 133, 238, 0, 0, 0, 0, 1, 0, 80, 18, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 65, 129, 0, 0, 15, 153, 0, 0, 212, 128, 0, 0, 81, 154, 0, 0, 216, 0, 1, 0, 233, 253, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 190, 11, 0, 0, 152, 11, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 65, 76, 67, 69, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 164, 164, 164, 164, 164, 164, 164, 164, 81, 95, 65, 70, 0, 15, 1, 4, 39, 1, 0, 0, 0, 0, 0, 14, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 200, 1, 74, 2, 124, 5, 162, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 217, 30, 0, 227, 48, 30, 0, 242, 112, 27, 0, 2, 221, 22, 0, 0, 0, 0, 0, 134, 170, 23, 0, 109, 234, 28, 0, 73, 86, 32, 0, 205, 80, 33, 0, 108, 127, 33, 0, 225, 107, 30, 0, 0, 0, 0, 0, 29, 190, 33, 0, 197, 169, 34, 0, 35, 189, 35, 0, 142, 230, 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 23, 1, 15, 1, 7, 1, 255, 0, 247, 0, 239, 0, 247, 0, 255, 0, 7, 1, 15, 1, 23, 1, 31, 1, 31, 1, 27, 1, 23, 1, 19, 1, 15, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0\n", + " exif:WhiteBalance: 0\n", + " exif:XResolution: 72/1\n", + " exif:YCbCrPositioning: 1\n", + " exif:YResolution: 72/1\n", + " Profile-exif: 20503 bytes\n" + ] + } + ], + "source": [ + "%%bash\n", + "identify -verbose campus.jpg | grep \"exif:\"\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "phone cameras typically report focal length in 35mm equivalent. Confusingly, to get focal length in pixels, divide this number by *36*, then multiply by the width of the image in pixels. Hence, for this image, the focal length is " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2448.0\n" + ] + } + ], + "source": [ + "f_length_35 = 27\n", + "img_width = 3264\n", + "\n", + "f_length = f_length_35/36*img_width\n", + "print(f_length)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Misc. Items/Cameralocation.png b/Misc. Items/Cameralocation.png new file mode 100644 index 0000000..6f6f330 Binary files /dev/null and b/Misc. Items/Cameralocation.png differ diff --git a/Misc. Items/exif_data.txt b/Misc. Items/exif_data.txt new file mode 100644 index 0000000..98baae9 --- /dev/null +++ b/Misc. Items/exif_data.txt @@ -0,0 +1,56 @@ + exif:ApertureValue: 2159/1273 + exif:BrightnessValue: 6369/779 + exif:ColorSpace: 1 + exif:ComponentsConfiguration: 1, 2, 3, 0 + exif:DateTime: 2018:12:13 16:07:26 + exif:DateTimeDigitized: 2018:12:13 16:07:26 + exif:DateTimeOriginal: 2018:12:13 16:07:26 + exif:ExifImageLength: 4032 + exif:ExifImageWidth: 3024 + exif:ExifOffset: 222 + exif:ExifVersion: 48, 50, 50, 49 + exif:ExposureBiasValue: 0/1 + exif:ExposureMode: 0 + exif:ExposureProgram: 2 + exif:ExposureTime: 1/383 + exif:Flash: 24 + exif:FlashPixVersion: 48, 49, 48, 48 + exif:FNumber: 9/5 + exif:FocalLength: 399/100 + exif:FocalLengthIn35mmFilm: 28 + exif:GPSAltitude: 4/1 + exif:GPSAltitudeRef: 0 + exif:GPSDateStamp: 2018:12:13 + exif:GPSDestBearing: 16771/271 + exif:GPSDestBearingRef: T + exif:GPSImgDirection: 16771/271 + exif:GPSImgDirectionRef: T + exif:GPSInfo: 1764 + exif:GPSLatitude: 38/1, 53/1, 2102/100 + exif:GPSLatitudeRef: N + exif:GPSLongitude: 77/1, 2/1, 2678/100 + exif:GPSLongitudeRef: W + exif:GPSSpeed: 1781/22004 + exif:GPSSpeedRef: K + exif:GPSTimeStamp: 21/1, 7/1, 25/1 + exif:ISOSpeedRatings: 20 + exif:Make: Apple + exif:MakerNote: 65, 112, 112, 108, 101, 32, 105, 79, 83, 0, 0, 1, 77, 77, 0, 20, 0, 1, 0, 9, 0, 0, 0, 1, 0, 0, 0, 10, 0, 2, 0, 7, 0, 0, 2, 46, 0, 0, 1, 4, 0, 3, 0, 7, 0, 0, 0, 104, 0, 0, 3, 50, 0, 4, 0, 9, 0, 0, 0, 1, 0, 0, 0, 1, 0, 5, 0, 9, 0, 0, 0, 1, 0, 0, 0, 213, 0, 6, 0, 9, 0, 0, 0, 1, 0, 0, 0, 219, 0, 7, 0, 9, 0, 0, 0, 1, 0, 0, 0, 1, 0, 8, 0, 10, 0, 0, 0, 3, 0, 0, 3, 154, 0, 12, 0, 10, 0, 0, 0, 2, 0, 0, 3, 178, 0, 13, 0, 9, 0, 0, 0, 1, 0, 0, 0, 43, 0, 14, 0, 9, 0, 0, 0, 1, 0, 0, 0, 4, 0, 16, 0, 9, 0, 0, 0, 1, 0, 0, 0, 1, 0, 20, 0, 9, 0, 0, 0, 1, 0, 0, 0, 1, 0, 23, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 25, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 26, 0, 2, 0, 0, 0, 6, 0, 0, 3, 194, 0, 31, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 37, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 38, 0, 9, 0, 0, 0, 1, 0, 0, 0, 0, 0, 39, 0, 10, 0, 0, 0, 1, 0, 0, 3, 200, 0, 0, 0, 0, 98, 112, 108, 105, 115, 116, 48, 48, 79, 17, 2, 0, 205, 1, 175, 1, 160, 1, 128, 1, 64, 1, 227, 0, 78, 0, 84, 0, 133, 0, 155, 0, 143, 0, 144, 0, 112, 0, 42, 0, 41, 0, 38, 0, 204, 1, 161, 1, 145, 1, 123, 1, 73, 1, 64, 1, 111, 0, 88, 0, 146, 0, 156, 0, 155, 0, 149, 0, 119, 0, 45, 0, 44, 0, 42, 0, 209, 1, 168, 1, 133, 1, 111, 1, 77, 1, 65, 1, 102, 0, 90, 0, 122, 0, 150, 0, 144, 0, 150, 0, 126, 0, 47, 0, 42, 0, 43, 0, 211, 1, 172, 1, 127, 1, 94, 1, 78, 1, 64, 1, 154, 0, 92, 0, 113, 0, 141, 0, 151, 0, 140, 0, 133, 0, 42, 0, 45, 0, 43, 0, 213, 1, 149, 1, 18, 1, 246, 0, 230, 0, 234, 0, 155, 0, 100, 0, 114, 0, 135, 0, 154, 0, 137, 0, 140, 0, 29, 0, 38, 0, 43, 0, 210, 1, 173, 1, 135, 1, 90, 1, 94, 1, 130, 1, 228, 0, 110, 0, 132, 0, 136, 0, 156, 0, 142, 0, 153, 0, 42, 0, 45, 0, 43, 0, 190, 1, 165, 1, 127, 1, 100, 1, 123, 1, 159, 1, 218, 0, 131, 0, 157, 0, 140, 0, 155, 0, 152, 0, 146, 0, 48, 0, 47, 0, 43, 0, 168, 1, 155, 1, 120, 1, 121, 1, 179, 1, 192, 1, 5, 1, 186, 0, 200, 0, 137, 0, 168, 0, 142, 0, 135, 0, 51, 0, 46, 0, 42, 0, 152, 1, 142, 1, 114, 1, 158, 1, 214, 1, 166, 1, 55, 1, 5, 1, 228, 0, 125, 0, 161, 0, 144, 0, 140, 0, 60, 0, 47, 0, 45, 0, 140, 1, 134, 1, 119, 1, 206, 1, 201, 1, 207, 1, 188, 0, 163, 0, 172, 0, 144, 0, 163, 0, 135, 0, 142, 0, 67, 0, 50, 0, 44, 0, 137, 1, 132, 1, 141, 1, 253, 1, 225, 1, 201, 1, 226, 0, 127, 0, 153, 0, 144, 0, 172, 0, 168, 0, 157, 0, 73, 0, 50, 0, 42, 0, 135, 1, 141, 1, 200, 1, 20, 2, 75, 2, 192, 1, 204, 0, 135, 0, 165, 0, 146, 0, 164, 0, 157, 0, 163, 0, 79, 0, 50, 0, 44, 0, 137, 1, 156, 1, 2, 2, 55, 2, 57, 2, 207, 1, 127, 0, 133, 0, 171, 0, 145, 0, 179, 0, 156, 0, 163, 0, 82, 0, 45, 0, 44, 0, 144, 1, 199, 1, 21, 2, 73, 2, 38, 2, 195, 1, 160, 0, 138, 0, 181, 0, 156, 0, 177, 0, 176, 0, 175, 0, 89, 0, 46, 0, 44, 0, 153, 1, 227, 1, 32, 2, 88, 2, 22, 2, 178, 1, 123, 0, 125, 0, 185, 0, 148, 0, 176, 0, 178, 0, 175, 0, 97, 0, 47, 0, 45, 0, 181, 1, 255, 1, 61, 2, 72, 2, 34, 2, 207, 1, 83, 0, 126, 0, 189, 0, 147, 0, 169, 0, 173, 0, 167, 0, 104, 0, 32, 0, 42, 0, 0, 8, 0, 0, 0, 0, 0, 0, 2, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 12, 98, 112, 108, 105, 115, 116, 48, 48, 212, 1, 2, 3, 4, 5, 6, 7, 8, 85, 102, 108, 97, 103, 115, 85, 118, 97, 108, 117, 101, 89, 116, 105, 109, 101, 115, 99, 97, 108, 101, 85, 101, 112, 111, 99, 104, 16, 1, 19, 0, 2, 255, 214, 243, 20, 205, 109, 18, 59, 154, 202, 0, 16, 0, 8, 17, 23, 29, 39, 45, 47, 56, 61, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 63, 255, 255, 253, 211, 0, 5, 205, 14, 255, 255, 243, 195, 0, 0, 12, 83, 255, 255, 253, 55, 0, 0, 68, 78, 0, 0, 0, 63, 0, 0, 1, 0, 0, 0, 0, 49, 0, 0, 0, 128, 113, 56, 50, 53, 115, 0, 0, 0, 0, 0, 0, 0, 0, 1 + exif:MeteringMode: 5 + exif:Model: iPhone 7 + exif:Orientation: 1 + exif:ResolutionUnit: 2 + exif:SceneCaptureType: 0 + exif:SceneType: 1 + exif:SensingMethod: 2 + exif:ShutterSpeedValue: 17453/2034 + exif:Software: Photos 3.0 + exif:SubjectArea: 2015, 1511, 2217, 1330 + exif:SubSecTimeDigitized: 202 + exif:SubSecTimeOriginal: 202 + exif:TileLength: 512 + exif:TileWidth: 512 + exif:WhiteBalance: 0 + exif:XResolution: 72/1 + exif:YResolution: 72/1 + Profile-exif: 2080 bytes diff --git a/Misc. Items/main.ipynb copy b/Misc. Items/main.ipynb copy new file mode 100644 index 0000000..b5677aa --- /dev/null +++ b/Misc. Items/main.ipynb copy @@ -0,0 +1,310 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " def projective_transform(self,x):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " \"\"\"\n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv])\n", + " \n", + " \n", + " def rotational_transform(self,X,pts):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " \"\"\"\n", + " \n", + " \n", + " cam_x = X[0]\n", + " cam_y = X[1]\n", + " cam_z = X[2]\n", + " roll = X[3]\n", + " pitch = X[4]\n", + " yaw = X[5]\n", + " \n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x],[0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + " \n", + " '''print(np.shape(r_axis))\n", + " print(np.shape(r_roll))\n", + " print(np.shape(r_pitch))\n", + " print(np.shape(r_yaw))\n", + " print(np.shape(T))\n", + " print(T)'''\n", + " \n", + " \n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + " #print(C)\n", + " #print(pts)\n", + " \n", + " return C @ pts\n", + " \n", + " def estimate_pose(self,X_gcp,u_gcp):\n", + " \n", + " '''# Function to preform the rotational and projective transform\n", + " def funct(self,X_gcp, p):\n", + " rotated = Camera.rotational_transform(self,p,X_gcp)\n", + " projected = Camera.projective_transform(self,rotated)\n", + " return projected\n", + " \n", + " def residual(self, X_gcp, u_gcp):\n", + " print(\"Projected coordinates\", funct(self,X_gcp, np.array([0,0,0,0,0,0])))\n", + " return funct(self,X_gcp, np.array([0,0,0,0,0,0]))-u_gcp\n", + " \n", + " #Returns the difference between observed and transformed coords.\n", + " return residual(self,X_gcp, u_gcp)\n", + " \n", + " # Perform the optimization\n", + " \n", + " # Initial guess of the pose\n", + " #p0 = np.array([0,0,0,0,0,0])\n", + " \n", + " #p_opt = so.least_squares(residual, p0, method='lm', args=(X_gcp,u_gcp))['X_gcp']\n", + " \n", + " #return p_opt'''\n", + " \n", + " \n", + " \n", + " \n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 158, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name Top of Washington Memorial\n", + "Actual coordinates [2162.0, 545.0]\n", + "Coordinates projected with optimal pose [2162.0000002 545.00000815]\n", + "Locally Optimal Pose [ 1.50280606e-09 -2.13571021e-10 -9.00898344e-08 2.75082877e-02\n", + " -3.88435494e-01 7.18430506e-03]\n", + "\n", + "\n", + "Name Bottom of fountain\n", + "Actual coordinates [1480.0, 2170.0]\n", + "Coordinates projected with optimal pose [1480.00000206 2169.99999592]\n", + "Locally Optimal Pose [ 6.67271542e-08 -6.12922186e-09 6.44640070e-08 -1.80963823e-02\n", + " 2.76566568e-01 2.85999214e-01]\n", + "\n", + "\n", + "Name Round dome in background - Natural History Museum\n", + "Actual coordinates [1885.0, 1662.0]\n", + "Coordinates projected with optimal pose [1884.99999913 1662.00000051]\n", + "Locally Optimal Pose [ 3.00204988e-08 -1.09253365e-09 1.47045719e-08 -4.93756116e-03\n", + " 6.39709507e-02 1.30370569e-01]\n", + "\n", + "\n", + "Name Point of tall building in background left\n", + "Actual coordinates [845.0, 1541.0]\n", + "Coordinates projected with optimal pose [ 845.00000119 1540.99999972]\n", + "Locally Optimal Pose [ 1.21962477e-07 -5.55382417e-09 2.66960271e-09 -7.59726487e-04\n", + " 1.27294758e-02 5.37028638e-01]\n", + "\n", + "\n", + "Name Top of flag pole in left of picture frame\n", + "Actual coordinates [433.0, 1261.0]\n", + "Coordinates projected with optimal pose [ 432.99999996 1261.00000451]\n", + "Locally Optimal Pose [ 1.55055213e-07 -4.39174755e-09 -2.04236715e-08 5.80445716e-03\n", + " -1.10168437e-01 6.64024184e-01]\n", + "\n", + "\n" + ] + } + ], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "#GOOD!\n", + "myCam.f = (28/36)*3024 # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "\n", + "#Test projective transform function\n", + "#print(myCam.projective_transform(np.array([1,1,1])))\n", + "\n", + "# Test rotational transform\n", + "gcps = []\n", + "# Read in gcp's from file\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " # Delimit by comma\n", + " line = line.split(',')\n", + " #print(len(line))\n", + " for x in range(0,len(line)-1):\n", + " line[x] = float(line[x])\n", + " gcps.append(line)\n", + "\n", + "# Estimate pose with gcp's\n", + "def optimal_ave(p_opts):\n", + " tot = np.array([0,0,0,0,0,0])\n", + " \n", + " for x in range(0,len(p_opts)):\n", + " tot = tot + p_opts[x]\n", + " \n", + " \n", + " return tot / float(len(p_opts))\n", + " \n", + "# Model for our transformation\n", + "def f(X_gcp, p):\n", + " rotated = myCam.rotational_transform(p, X_gcp)\n", + " projected = myCam.projective_transform(rotated)\n", + " return projected\n", + " \n", + "def residual(p0, X_gcp, u_gcp):\n", + " #print(\"Residual\", f(X_gcp, p0) - u_gcp)\n", + " return f(X_gcp, p0) - u_gcp\n", + "\n", + "#print(gcps)\n", + "\n", + "#Initialize optimal p\n", + "p_opt = np.array([0,0,0,0,0,0])\n", + "p_opts = []\n", + "\n", + "# Finds a local optimum for every GCP\n", + "for gcp in gcps:\n", + " pts = gcp[2:5]\n", + " pts.append(1)\n", + " #print(pts)\n", + " # Rotation\n", + " #Need params X and pts\n", + " #X_gcp = myCam.rotational_transform(np.array([0,0,0,0,0,0]), pts)\n", + " \n", + " \n", + " # Projective Transform, Estimate pose\n", + " u_gcp = gcp[0:2]\n", + " #print(\"Actual Pixel Coordinates\")\n", + " #print(u_gcp)\n", + " \n", + " \n", + " \n", + " # Initial guess at the pose\n", + " p0 = np.array([0,0,0,0,0,0])\n", + " \n", + " #print(\"Projected\", f(pts,p0))\n", + " #print(residual(p0,pts, u_gcp))\n", + " \n", + " \n", + " p_opt = so.least_squares(residual, p0, method='trf', args=(pts,u_gcp))['x']\n", + " p_opts.append(p_opt)\n", + " #print(gcp[5])\n", + " #print(\"Actual coordinates\", u_gcp)\n", + " #print(\"Coordinates transformed with optimal pose\", f(pts, p_opt))\n", + " #print(\"Optimal pose:\", p_opt)\n", + " #print(\"*\"*25)\n", + "final_coords = []\n", + "average_of_local_opt = p_opts\n", + "index = 0\n", + "for gcp in gcps:\n", + " pts = gcp[2:5]\n", + " pts.append(1)\n", + " print(\"Name\", gcp[5])\n", + " u_gcp = gcp[0:2]\n", + " print(\"Actual coordinates\", u_gcp)\n", + " p_opt_projection = f(pts, average_of_local_opt[index])\n", + " final_coords.append(p_opt_projection)\n", + " print(\"Coordinates projected with optimal pose\", p_opt_projection)\n", + " print(\"Locally Optimal Pose\", average_of_local_opt[index])\n", + " print(\"\\n\")\n", + " #coords = myCam.estimate_pose(pts, u_gcp)\n", + " #print(\"Difference with residual\", coords)\n", + " #print(\"\\n\")\n", + " #myCam.estimate_pose(X_gcp, u_gcp)\n", + " index+=1\n", + " #Project the image with gcp's labeled by optimizing X_gcp\n" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the GCP's using optimally estimated pose.\n", + "for x in range(0,len(final_coords)):\n", + " plt.scatter(final_coords[x][0], final_coords[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Misc. Items/main2.ipynb b/Misc. Items/main2.ipynb new file mode 100644 index 0000000..8a340f7 --- /dev/null +++ b/Misc. Items/main2.ipynb @@ -0,0 +1,252 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Import necessary libraries\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "# Class for our camera model\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " def projective_transform(self,x):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " \"\"\"\n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv])\n", + " \n", + " \n", + " def rotational_transform(self,X,pts):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " \"\"\"\n", + " \n", + " cam_x = X[0]\n", + " cam_y = X[1]\n", + " cam_z = X[2]\n", + " roll = np.radians(X[3])\n", + " pitch = np.radians(X[4])\n", + " yaw = np.radians(X[5])\n", + " \n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x],[0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + " \n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + "\n", + " return C @ pts\n", + " \n", + " def estimate_pose(self,opt_pose):\n", + " self.p = opt_pose\n", + " pass\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimal [ 2.43141965e-06 9.73317876e-07 -2.93078157e-04 1.59403953e+00\n", + " -2.22545869e+01 4.04838716e-01]\n", + "Optimal [ 2.16208100e-04 -1.38417335e-05 2.11661309e-04 -1.06244106e+00\n", + " 1.58513727e+01 1.63795581e+01]\n", + "Optimal [ 9.82561742e-05 -5.84102589e-06 4.89577071e-05 -2.72542697e-01\n", + " 3.66469407e+00 7.47034544e+00]\n", + "Optimal [ 4.03945916e-04 -2.97724531e-05 9.36481014e-06 -2.90369546e-02\n", + " 7.22131260e-01 3.07696577e+01]\n", + "Optimal [ 5.07392008e-04 -3.33469428e-05 -8.21847030e-05 7.86601520e-02\n", + " -6.14340204e+00 3.80733297e+01]\n" + ] + } + ], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "\n", + "myCam.f = (28/36)*3024 # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "\n", + "# List to hold the gcp info\n", + "gcps = []\n", + "\n", + "# Read in gcp's from file\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " \n", + " # Delimit by comma\n", + " line = line.split(',')\n", + " \n", + " # Convert string array to floats\n", + " for x in range(0,len(line)-1):\n", + " line[x] = float(line[x])\n", + " \n", + " # Add the single gcp\n", + " gcps.append(line)\n", + "\n", + "# Model for our transformation\n", + "def f(X_gcp, p):\n", + " # Perform rotational transform on X_gcp\n", + " rotated = myCam.rotational_transform(p, X_gcp)\n", + " # Project the rotated coordinates to pixel coordinates\n", + " projected = myCam.projective_transform(rotated)\n", + " \n", + " return projected # Returns the transformed camera coordinates\n", + "\n", + "# Residual function to calculate the difference in X_gcp and u_gcp\n", + "def residual(p0, X_gcp, u_gcp):\n", + " #print(f(X_gcp, p0) - u_gcp)\n", + " return f(X_gcp, p0) - u_gcp # Return the difference in observed and projected coordinates\n", + "\n", + "def ave_opt(opts):\n", + " tot = 0\n", + " for x in range(0,len(opts)):\n", + " tot = tot + opts[x]\n", + " \n", + " return tot / float(len(opts))\n", + "\n", + "# Now we begin to estimate an optimal pose for our model\n", + "\n", + "#Initialize optimal p\n", + "p_opt = np.array([320000,0,0,90,0,0])\n", + "\n", + "p_opts = [] # List to hold the local optimum\n", + "\n", + "# Finds a local optimum for every GCP\n", + "for gcp in gcps:\n", + " # pts = [easting, northing, elevation]\n", + " pts = gcp[2:5]\n", + " # pts = [easting, northing, elevation, 1]\n", + " pts.append(1)\n", + " \n", + " # Observed pixel coordinates\n", + " u_gcp = gcp[0:2]\n", + " \n", + " # Initial guess at the pose\n", + " p0 = np.array([0,0,0,0,0,0])\n", + " \n", + " # Find a locally optimal p\n", + " p_opt = so.least_squares(residual, p0, method='trf', args=(pts,u_gcp))['x']\n", + " print(\"Optimal\", p_opt)\n", + " p_opts.append(p_opt) # Add the local optimum\n", + "\n", + "final_coords = [] # Holds the coordinates projected with our optimal camera model\n", + "\n", + "index = 0\n", + "#final_opt = ave_opt(p_opts)\n", + "\n", + "for gcp in gcps:\n", + " \n", + " pts = gcp[2:5]\n", + " pts.append(1)\n", + " # Ground control point description\n", + " #print(\"Name\", gcp[5])\n", + " \n", + " # Observed pixel coordinates\n", + " u_gcp = gcp[0:2]\n", + " \n", + " # Actual coordinate\n", + " #print(\"Actual coordinates\", u_gcp)\n", + " \n", + " #myCam.estimate_pose(final_opt)\n", + " myCam.estimate_pose(p_opts[index]) # Use a camera model with an optimal pose\n", + " p_opt_projection = f(pts, myCam.p) # Get the optimal transformation using our Camera.p\n", + " #print(\"Optimally projected coordinates\", p_opt_projection)\n", + " final_coords.append(p_opt_projection)\n", + " #print(\"\\n\")\n", + " # Get the next control point\n", + " index+=1\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAANUAAAD7CAYAAAD95tHFAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsvU2sZUly3/eLyDz3vveqqrtnenooUjPk0KRJQKRpSqIEyRYtS7L33tvwx0Yi4IVWhgFvvdJKtGHYEBeGJMNe2IANAYRkeUhANmlLlExSginQBGh+zwxner6quqveu/dkRngRkXnOfVXNaXZPawqDSuBVvXfuveeekyfj6x//iBR359V4NV6Nb97Qb/UFvBqvxrfbeCVUr8ar8U0er4Tq1Xg1vsnjlVC9Gq/GN3m8EqpX49X4Jo9XQvVqvBrf5PGRC5WI/HUR+TkR+S8+6u96NV6Nl2F8pEIlIn8CeOjuPw4cRORPfZTf92q8Gi/D+Kgt1Z8BPpu//wzwZz/i73s1Xo1v+agf8fnfAH4jf38M/ND+RRH5y8BfBri6vvmTn/7e70cAd4//iX9ENtbH7lec3fHtE/kayPye7VwXQ7b3vGiM1/zimFy+OL7pgpniIDLfK/KCb5G8FxHuv+zu4OP+9vcV7xXk4t4v72ecT8bJyK/ZnUNw9/yeF5wpz3NxTy+6h/eYvbhif+5zMR8C2L1P+Dav87RxjeN15lyOy9rP0f4yZXcu3/075m6sBZ/HxjXun9Mv//Ivf9nd33rhDX6D8VEL1WPgtfz9NeDr+xfd/aeAnwL4gT/2I/5f/w9/DxGh905xi0m1jgImRhUF3z0QFxxDOliBavGa4SCGeE6yXC4kjU+hOFV1N5mev18K6Pjs+F1EUNW8hz5fKxdrcHvPsizz73EN7o5oR3ORz88VxcwwM3BFxfF8uZSy+15HPO7VPe7VJb73eDwitaDdYy4wxBVVpVRBS2E9NcyMZivWtmuai08EM0c1vlxVMRxFY2HnPOA15rTkc/EK0sByMvRyvoZS9N1znHNDn3NhZggFF8PN5nvEmdctrrj3eK8IaKEUoWqZ62h7/gXV+K6qSjNDVdECjl6sE4BHjx799nOr+X2Oj9r9+4fAX8rf/y3gH733W+Nmek6QiCAOWgum24KMBzmsRWqiAtqhW8lFBHTBTXLReSxS2C0eo7tdHFf0QonuJ3mMca7z+UzvK+57DdsuPuPe41J6jwXxgnP13jm3lbvzidN65nQ6cT6faa1h3nBqCEMpqG7Kofc+783d6W54Lrjz+YytjbU3vBvuwrqunE4nTndrLNISQoIJ6LTpeb6YBpf8PwwaIikYsi0bYaVUD6FxDYGCOKdu92tmu2vtecynQjI/z/tqrWEdEONQj9RyAFd6c5rHcxMRXKDn3z3vHZRmztoNF7143vO72Cko13yt49Zo64nz6fY91uj7Gx+ppXL3XxKROxH5OeCfuvs/fs83j/k3QQq4Vkwa0huKhDYmF78Lq0K9cBkMkT4XfRXF6HhzwJFlwTuIFIyOuqM56a21fEj5ACw06dSuuZBFFFWZXlHvjkinpiD3ckC6AbYToJbv7dRawwqXErfae9gRA9UCInQ/g1dKKYg43U6oXlM03J21rXi3uTBFFEUwF0Qtjzmtxeuuip8b3Q3M6d1oZpRSaOcVwxAXmsX7S1GsdzY3EZBQTjSbFmta7/wRkdD6PQUob7+ZUVXBQzmYGYjRAdlZf7xMi6NFEAq1xvMxb3QLofMu832bB6E55xXroAXi0TnmQhkH8vnunwEqiKf1p2PutP7hSOYftfuHu//V9//mQingMhZHug3e08c3ugDqqG1u0e67pjVTh56L3VSR1lFlLmJUcXNqLpC9xcqzbQ85F4Nro1jZWaL47OpCEcDOdAHNU5jKFPzeO72H0K/rOu9v/MR3+S4UctoKWuI6uhqqhS6KiOG2LezVeoQFXSilTPcxrNQ2T2HtG8Ur67rO2MvSFRMHS8HpZun67ePWMSdsriwgrdOlX8S7I07RvPe4ZkFYNqGAi7nfP0dwTqdTHglrOyzxuG9zR9BpwUspCEopW9xWa9nuLed/U5LxGSfWVF+N03rerYEPNj5yoXrfwyUEBjjkIq6E9YCY+CKCsgWn4+bDdbMLF7G7I15BbPr3+2dn6VP7PWEKh2vn18tOM5qCbi7g+IyqhjB0A63YcG8QjIKpU517WlUurn/Gcl7iDvO13jvCGtbCHBkC41zEDGNhigiGUsRjnoSwUALeW9xzN1DBEMS3a/H5+RH41Bn3IQGOiID3vmEYGm6Y+O55iE/tP8AYLK7LucvvM4xNcSqCi1G0hLB4uG9hXYfHLxtkM8CFnH+ReE0LqERcF/M6XE6nW8RfiiAlXGoydsUMMxAsYokPMV4aoQr/PYLJFk5JuAeei02cjlMcukBBaPk34ehduoP3zg3EYoLp63vvEQYkOigeLmWX1NgDNxKli1CB3je3EPaxglJcMG/zOtSGUtgEdGjQ+9qw4Wj3uch674j2cPn8REuNU8sVawsNLiyQrvEUCLOwyL4hZaaFEksYEM5poYeWvm+l93HhWKzbEo4FOeVu3IdvymEfE1NDDXYMoYMtuK9j8qDoROxEa5w/Y8TeOmTcNbwXd6fWCiKUvLbhym3C1dEEJ9b19FxsbDgFQ6k44V5ijsV04/bhoIaXRqhCS6fPrSE04XyEZh/v6emRuFvIWmp49W1xbAuYDETj4UzrMJApCW1dLDS6IYFqORSJRWgqFE9kTzY0zEURnFJkWi7DoCsmO7RKDG2O5/WsbnMRiAhqoSwilvYt7iC1ZsYiYSlWTn5CTIAtRoiUQ2KaO2EYrmAGMIDg3SgqO9Dh0pUdiN5ecUxhJdFWKRMkGcKlQ6HtwIk9ADKGs06kUlXR3XWEfoyYpyf6K+qICY7i1uKZ9Y6oUusRqQYu1FI2IMJauottzuVADkPh5PvFYFh8wFI53XdH/7DjJRKqMdEV7R200zSsSUmfP3zodIsk0LWeC/E+7O1sJtwsIGdU9iHCZrEGSiSGGKgIqygiYf16ri93QVJgim0uYryWi9YjNhrWRhW6O3UGNiUBjozlgEKjUxFJ6zsUQA+FMlxVE1hUaRIW2lm3xQh4KouBbM3FITaFyBWEAi7PKR9Rz1Boxb2ihXlvEcMIjuDed0CFJnjRMRWOyHOx7ngm49owx6qw6KZctu+IdMi4FwiXu0iAV+P9AaFvz968I4x0RE/X2EP5pRVV1RAmFDcurN/missMCT7oeKmEqucikyIUVg6uOErfwaH7HFLxyG2EldhiLVVFveKmgYhlLmkgiFODjsU78lOuSIG194jn2OK8eGhxTt3BuiPeizEsh6YApsvu0EvEB3IvngJolHivFqR1moYqL7tczrBwd20N5A6oXnEabgJiqByATlstXMcce8s44hl2FioUSkGoVCrOKWKitoE9InUTXm/hes6gH0SWcNUqFFFcduf2za0FcHWKXArTBBAyBVAythuJ/4i7ArkdIEf6tqy9XyjRDTCpYGHVjscFiLyW4JgbgkzwCHd6QvJuLw4j3u94aYTKAZfAZA/HQ1yYd9bVcDtQbI3cRTG8D1RP6D0W32V+KKbYpVFRpIL1nfYxRyiIekKqu+vometgkz1PlGkCDOYYoDvBmIllVYa7M8GQ1JROBxuLXygeAMJwr0Y+pXTFMFYhLVqZAbe7I6uzSqehyLCoBl066spIrI6EbDM4VI1kqo+4Ll1IyPhj/DhuFSOuraZlcjr4kjdb8LKiRTFZ8HZHt0JB6BTOPdIIIkKp4foWrel6pfvtoShESkY2vkHxIgSsASqZ35NIGVTqhVXra+TdzAKEGfHeiF+3/GDeKyUS3ma0NtzEEN7QjZ2RX/yg46URqjFUlXU90cVyaefCGgib+RQegEWgDfj24rWAfs1bWKABw0b+PN8iNMvvuMANNg28MRjiIZkZ6o5rCNdFLDI+7VtoP10sI8k4lUZDXWkaUUoILWk9hJ7zQJ4nHvjmqpkZFKbWddcAdnDWEYuIoGtYqU6nOZTiiGxWXwRqrReoqee9qcMyUUWdczjvzytuwmorxUsG/BuaOc/XOlIKpYQFwgbLA9RAimHmu7ybpCJRxP3iO8WE7v2CVWJm4WYXiVxcC4uu7MMB53y+S2tZcYFmPQVq/J/XF1f2vtfri8ZLI1QqQtXN91VrQGjsRSUSpO4bZCEC3WkIJeF4U6P40PwjT6JYCieEaxILJeCxQWXq1i+EQzwg1t49NWmiRg5NQHrmSXYuzD643wdv7mCyCVohFuHIx4iUkVHD7wUkg+EQv8f1Ns2TovjIg4nEdXq4x+N6JlOECMjnfKtO0GV1mxSrC3c4xz7ZehZn8QBRAvGM+FYHS8k9Y71lnk/jJCCVZm3OmehGyfL0NiLHtMvf7QR1sG0sUwmDPRK/Q6lbeqENgAKh1jqVZO8rZi2/d3tWEYNulLMPM14aoXJItoLi0vGqyDkYEN2NbnGxpiUfoEMRCk6xSreVkQO60LrsgurUkoYHuidOUbkQiIkgDZz9YoSQj5yOTk0oOzdjs1QjfrmAp3eWZDs2oxVgoyHFwtdc1IqaY5quq2xx0vi/s9e0sVhNhUVqnm8PeZe4n0BK5mKUDARbnrNlrqsUxVU5moOmYgHQihDJ5ykshEAFZB8I5rnDIhnLZOzce9/ZhE2IL1x5s4uF3nufrvL4fQNNClLC6+hu1FpxC8bM/rxmBBXKNstoYfq/vYQKLuFdd8U1aSZCJBktnSctFPqMfyy1dk1scCZlnXy9bS4WGUgnoGDmMy4JN0vuLfSBNDpmm9u0v14DxC7zV8MKbb8/P2JhDGUyBHF7fZ/QBQtmyD7OG4tYZFoaS+szXDLSxkKgh06CIESCVZCwusM97ptVqg7gFPL83fAS872nHAmCLCWs+MwdhjXscsz8X+bi8n4KmyCPe9X0SEphCs3elRxWba9Ixu+11jhXI2JlQnCUDSC5EMCdAh4pGdfwfr5tIHXVyKsMHl4ENMJ1WfCk1ZicqRSKNaaLYOHeRaK27BawJcJTtlxVLjhTR/smPNtkSz7YbzypIoIJiIdAjmDfE3wApiu6wbV2z0WEVZxlB8vfzxuN71ohUr1SLhbWeH2zqhkDMeluWPKEN65duEHk+Qa8H5/ZoHgVxZeCN5vWwd2oyxL35jtFuEPk9nGmqkACFyqJqHq4qWZrMhmMLk7tmteVSg+bLvb+XocFh7CGte7Bi/NcByJCSaDDIrm55Sh355sI5Jj3D2msXhqhMtsxyUtFek6qGefhJmhJv1fSrRGwhrjSiSx8SQ2kriA6qTywWQzZWaOLZOtcxLscSXxyxirb8S1mcaATwlUS1RuxyT4HEtcwBCYsZHWmS7S/xuEGjmPFwe8BFpsGb8FldJnxU1gs2WcgmItVxj3YvNdIAWxCDGlZ2krPZK+6UzIXVLWEe+eOLGEl1n6HEikC7cHTrDb9xHSXC6UK63qelgdAPPy21hz3yL9t5SxGKcu0KiNd8aL8pHIIqL9uAthaw1qfwlVGLIejO8U3gKeRn/ug46URKmHn0oQVp7rQCMZ5A6wLiKLaKd7pHhoSVbCRJFZA6XTUN+InnvwytYkMhUC1uaA2DRuzGkF+8MZinQVXDlHKeAhEXZZLBO4Dzh65s/s40t4FiSRqQPCb3A3NvAlUsBninuZCvhCsAQf7xfnHe4qHkHkiZ2odLwrhhFHKntgLZBxaHFwLamGJR3K+lCA4H68K1qFnrq7KIVwuWYEKrUdstlQqRu/JUD8PF3pzYYsYLRf+YJE7UMtlwtes0ZpRq6JaQ6Hk6wOIEZGZdilVaK3R13MkgkVoPpSXTjRRNXJrKorWb5M8VYyhdZIEKZrEzNCQaOQ8XATpgNuMRwaZSW3TWiMBOSD0ABdKHJeRNJYLgYaUUQtsrVlox4rTxUFiUc881X5xe59G4f155RdmZI44lwQTSbIokChVGbmveQaHUSe9F6JxdtO4v0HPUVWKkPmxdF13IMtQHmMOCxLx7IzhVkpZOBzCOpl33Az1YNSFogoibijImK+zCmq2i29HzLfl8zbvoaSyiWfXR36LuAd3Z107IhsNyX0Txs36Ond3W+2WaqKtY+6y9svTHdUiHOoS3MIPMV4uoSqx/DVRuyKKnSMecmXWRnVXtKTVykJD65H112QSuIfgmfasBC7xN+FOiI1k4JaYdRO0bLVIZEWoxslD0NSQdPmQsFwRzzsmI3Zhy7Hcj322vy5ufe/CkFQf9Y2lPwVGygAJGbC03Dv3ACtGrkskLOoiGkpJhcNki1xateGW5t1DLRy0YMXDwiWAcDqdWHunsGDJsSsSpSqlLCDCsiw7pK4FctkLSCRYLRMekZTew/2bkmitZTHiJUK7WVVNiDw+21rDxAJ42M1px5ERP+fc9G6TH+neqQK2K+35oOPlEqqd1p4w9aKUbvS+8ekQo3uhiLNaFsGVDkSZfNlNaMQRkQj2AmJ+zwXb3mc0vI8FbChRURqXFtZQLVnyIzZiCKpMiN1F0HsP5r0e1JYoHhZvzEMgckE4TdwbgrRL5N+KbEhcfEdYuEiCe9QvaV5LMkdkWIQeVKWJYF4gY8mkwCm+RupBCpQyS08GHN7tFJajO64rVa5AG8sy8lRM1DT+Lkw7PsEOD1Oa6Od4JO5RolJ2bQiCJVEyfhJO3hEvqHZ6j9er6KwRG+5y8V28uANTAgEMz6X1ivv67YP+BSxxxO0uyKUE3F1QkEKtMh9OCFbC5hq5I2WZRXmWk9/F8M4EDKKXRaCC2iNgvgQRfC7SOGwXwpG1xxe9KAbS5/iEiXWgioQlDLrPe409hu6zz8QQtHj4BU2QIW463Vs2Gs8QrI6nbhJKIpkmGoibbtcxrNkYJaAvLMxexBaqk+okOwXkVnDWuTC7e1R4AEhDyna3+5L5uMXznOuIReMZDgQvkMkRG9WLWCkEKzwNgFYy+ewbkCQSKPJABcfnL+D490BZo9/F5Zr4IOOlESqIBSEc8i/JvgNA+t/CHVKUKoL3nvq7RBl8aeAd8TVKy1tAR6IJJbjjxdMtVNAexW87hA0UF8vcWMG8XVQyyFywGZOkpnWBasF0EIkFaHjGO55u3IvveXugFlSsHRw9AQtzXLdcjdxz2UbzGZGCOpPlQFtxgRXjIEJ3vSglH4IElmUQlSVIlxlrVUZjlUBRIw7zexFjCNyBQafydQXRGYuNz2/vD4sJI0c3cnKb6zmeSSMWwQB2zOK9o8Cws+XzAnCIz0ZstTWdURFMFcQoEo141vVEKeP7hqUUvq24f4G+SJQ2zG484ZffAlWugpijZ0BYCN5Y0UJfHdEGJkjbaElDoHCCWVrieQeEGt109uZeUzsOesysnhgLGGbxYsDHUdbh6RIOgnO4YIM+9DyV6TmYXzb2xDgeXZIEKRFbOY6UvcBt7mOwA4zqDZMF0n4PEvDqRB1V0ovG//HlgeaFhe6bMEtDMy3hSdtyE5y2Q1VrKIKy5vXEta29RWrwXl5uxDfDqgejf1gRWNf1gosYc5ouqlaW4rS2EZCDIrV5LSNOimdnU6gBSvZTEI25HS5qrXWCE0N4P8z4QMxBEfmMiHxRRP6BiPxveew/EZGfF5H/XpL49aJj733S+K/rBp/ej0O6LjQNZrSI0CU7DLmzaMVLjTKKWtDDATnEMS2CaJJHbRTilUSnNN2PA6Uss/ZGJJqPjJ+ZXDSj5SJePRbR2ZzVQ8DMsruPwJoE0n3A7FNYtzop4OLhx0i0bddOYG9V77so41hLIiow6432rc3I5DGkNfNw46Lqdb34jt4767oGyJCx6N59i6tc6SUS7CqxMHsLdG9/n+P3gM+357qfGxG9qOLdz4ukchLZ3DoAGX04diDE6MjUbZ2uX8ThgTx2j25Sy7KwLMu9yuH7HM4//Pgwluqz7v7vAYjIJ4G/4O5/TkT+U+DfEZH//f4x4H/6hhfkghWZJuL+gnRn1uJUFawFU8LEMassS1QFWV8hk3tGNvgYboM4tWi0g2iO0+gtHkpJod4vcKcnBNwDddsh4dv1eRYfylbikDDdmsH4KLPfC8RFbmV3fFt3MrX4WDz3E57zXDhHB5MzsC2WaBFgOIL0jAwNRM9Rh2YbXD9dzBnEZ55MKrIrChxW1YDiRrfk/4sku9JxK5ifZ68+l4DLt9jJ0lJtuTkvwXEcAMNeCV0UXrKBWZdz4dkABjyaQkXvxJ2rTjfMob1H6PStjKn+gkTrsf8Z+DXgH+TxnwH+XeDpC479gUI1qmO1jwzGZrV6ZjWKVDpRLYtldefoBiTR5wFbwaINmahQJXIqcrU1WQTw8+CWVUTPqDhmmglemxYKQrDG2ALe6E4Ui3zj7cVzlxnED4i4J4I4hrxAY/Pc65t7+CILviWsh21wnDppU/Pc3hCvs6wfyNhxJLWixmpjOLC1V5SITUeZyF7pLKI0iwSqmwThMks5BpImEmU7+3KMzbr0C+HRHknYYdW26xhx2SaEobw25DOegc94agBGA5onzzP6BXrziSJaxq4RRH9r0L8vAD8AnIC/AzwCvpSvPSbaPb8BPLl37GLIru3zW9/13RfB933NrYloATiVNRkCi6+oR39AWcM1WUqNgNYNS3M+4Pi9K0IV/JxlIB7aTceMCOESJQAwr4lOJM0IYGRYULmfeeLeAorar929P3ef7+XSvUj4SikvpGCN0v/iwGAouBOQ/I69X5RCj5i0bLyceT0avQSrbhbBLMAM0Z4L3DHR3fWFkvnZ33zM3/q/v8TbTxtvPVj4j37sLf6N73stQKWcq72Flt3iv4yDsvlPAh5hvfaE2qiYHnMBoWD3seuYmwvr7i+mOGWfuYsUwAcZH0io3P1ECBQi8tOE8PzRfHm0d34MfOresfvn2do+//CPzTtpEsH/87mkGCqOW8RXDqCFglLqFS7KHcbhGuR8y6F3GoL6DrxI2FVEcI2Yaxw3M9rpHO6RrBeTPxDCLUiPWKXbGgHwc+DDsGY9wYKtz+BuDqb13FuieI/MmGho9PHZPZp24Tb2jmuhi18E8GOhxeKMazGpSKm4n+Y17EGCujOrc2GyYn3PadxqkFSdn/3/HvNf/p9f4JQJvi89XfnJn/8C7s5f/L43ZuI8eoYoVZPhEnT9+V2D2BwWBMAniBFWseE9P2stzin5PFqbJSP7+4lnGR27Bi2plJLVDqNH4gK2rZUPMj4oUPFo9+e/Dvw68Ofz79He+Z+84Nh7DpeAjU32rcFkQskw3Jh8iJqBORXzhXO54VavOOvCWq44lSN+fIDeXLOUQjkeA/YDtFSoBdcFvbpC6jECVq2oFGpZEE2NWDT4b7JcsKNFIqFqOFoWULl8La/X6bsYK9bHADT2Fuq+azfQP7M+64GGBt/HcQPdG6UrXTRIojaoXulKse6sQCJm3aDfXgqsbQIzoPBhsUdDUDPD2vjfGV2weu/8rV/80hSoMU7d+Zu/+Pa0IkCimBE7ugilVIalkYxHVYcgjLUwEtUtAJcBDGV9VGvnBFb6jJGbrYzodkLuGuz1qmVarVIWqi4ca+HmePUHLdVvOD6o+/fjIvKfE9bq59z9F0Tk/xCRnwd+B/hJdz/fP/aNTjoswuwIu9PMW7FenSUBZUDjRAP+6JYUgfLaHdEFLYWbmwe088rN9Wu09RRWwbfFo+LRV0+i3LwuBS8LdEezt4VVC7cv641iA4TLIHnvru2FI+hNo5wBEGZBoRAW5UWIk/vePbxEDmFr6BIlJdvnIiEdSWo1cGmIL5MN33ZKq1qeY3QWuvj+dCltxWwJhofD6JcuBF9ug+Hh7acv1vLjeNfBDYnREoSxPVCiQdEa9zrutyY7Zn+zA+gYXsSY04DNQSgBpTNab0d3pY6FO2qNUg+hoFujr+1bA1S4+98F/u69Y38N+Gvf6Nh7DQGKB2M8+hZ1mmzTP024OOYKxWduJZ7CKJGPLH64W8J5FboZh3oVD6ccKOJsveF6cMcEpDqlHLBuXJdK705r5xTCAr3hh8KiZWrtIewqC8LzhYr7H0hWxs5VjJKWzf28mJNdvHEf9YL7HWojHtiz2MVJN7DQxGa+TLpPRoWb04tQ+2aFkbYhdyxTcUWQH7EZ5lD0Mqkrwice1BcK1iceVLxb1lRtTIqRfN2XtNQhWN3RHbk1Xo8Ou8PyjHhVdcszicQzL5n03Y/oZ7GAjbgwLF2kL8hUwLcO/fumj6ISAEyyvQeisy/3NhEOOgLP+JzjF7Vn+xxHQWn0aHlsAknePMiRq+uF29MdvZeNjmPnjIXAB6O6B2nVkvB7Hwafiz8Obhfioc3FNguzJVi39wyIfnAKXxRzjTe/CE6fsLdu17a4cJ4aX6i7OpTIT4Wgn4HFdLpSMQzkNkAJ2W1vo8kcHwihPV90+e//6Cf4r/7RFy9cwGMR/oM//onn7mvmrcqWO8OcXkJHighuzlLqVmDaOl6zd2AyPzqhMMbmBBDb5bxIwUFS18R27rwBC6qZi/uQMdVLI1RCInwCg5wf5dkx3J1KZP4XjZqrTqdZkEhDEDII3qNVQmhb6ZNM+vBYeXhdOBThye2RtRvnk1EXWE+KeKfdnVkWgd5oOhgEISBjuQyIGeDU1mQ1yES58BZ96oZbUjSbRMbidI8OSAAt3ckBxe9dyYF4vQgd3Jd0jGBbRKI5DGRf8kTWIBOoaSUtmfUGwZUcgipUr7vviJMto2nOUCYsmK0XwvLnP/OAtr7Jf/tPfpd37IpHZeUn/rXv5i9+3+vz3J47kGCOiePdJ1EYQHpca3h0AY1LaNtsQeZQJDZGcKiqlPxht7kFJEjrDu4Zg0oCU1vCd4BWQdZURL5dSj/SHUAkJtiyujMTisUbIsrhsHBItbv2grZd9agE5EpahzLyD1yCAe/cRvAv6sErWgSkcT4p5xZ5i1IqnYZcP0TbiUWUBaPddUyfh4MXWdDsizf8czPJitwRm9gs1R7CotlW2rJmN5rSXjavifEi2N3S7Yvyhxe5j7ARet3OmAi9JxULpab2NhWWWQ4yvy7qsXaJV08QYR/rTvfUg9v+m//rT/Iffvd3BaWsGf/m9/7HGR9Ca2tC1rtdVfKAzV1lAAAgAElEQVQ5FdkybaOb8PAMxInkvURvK1Uoi2YJz/N5JfMorCw7a6UKh8OB0UKg960duEjufiI8N49/2PHSCJUAoj1Y6anBo//cqFZ1yhLwr6/ZxN+MIoHoWLLaA2KNjP30tzMPdcrJN4HzeWuioidwP+AlAIjWQyt7EnlrOeAapRalNqoUnAZrTxIw1G5427bIicrVDhYVuyISROBMUEICEd1wjX4Xob2ZTVh0snllLsr7sxbxBJP7NwSxlqjYFY26peYOUrHu6JLQ+ugdLkaxMhnyqjpLZEbJxEXuJ63/GN6jKaYTzIof/J5P8/bbX6K1xvF4xXp+is3+7KMIUVDNHU6ysjjYittNRtlj2ehcnvzHTKaHtUzh1GjwMzmMaVEH+TZY6xmD9XXGdCYeEPyw5gmvf5jx8giVwFWNvRgCvrUZA4g4UqDQkaS5rNahd7qPMot6ocU7nrkmYe8hx+QRMUw+4GaxS4Q2qFQOh0rxFZUlGnsWoXXjoGFBy0EQFk5rKIO6KF6dVhTpUbCnrixypPXz9uBfQFXvZav/mlYCTwHcrNWIKQOYYe4mMo5LCuwwMS1BjJI7LorGPYksl9XR7tNdtVRI5j7dRDMoNWha07LIcV7LSC0ECbVSitB7m67x4XDA9Rr6ymh8M1jqIwacBFiCHD28C/GIoYTNhTMJoMUlhIYs1YhyoPw7irQSIR55qj1YFCBX0MrCfcaCKDCQ1g8zXh6hApYSmtFKoUjsymCm2Z530JFKsK1dQaNRz0DBYk0NqHrjy7FbmBPEEKJqd+aKou7Iht9fK0WE7i2Djmjf5e60u3W6C4dDlKqMBXR35/R2npp+3xxzg8SHf/+8qzFqtVpyBScY4xuN6P5ntuTrKMiURFMBtiBfWEAaXQ5bkeU+frOoEsAHCBBCGrtixA4m5h0bcHcHbxtPL1y10Y/Pub6+juubTQKZc4+Hwzu6yYpEkWcInc/YbQzzHpbKhjXz/Fumy6ZS0RL99fe5NhHh7rQHJtg+n57Q6K0OEft+mPHSCJVKOhTSMW8BQEiwkpdqaK0IdZa6qypXCE9lDQ2bjPChuUGIItPNfYHIYaTTMLdxWWaLq8yTuNNX4cyoKg1oTouyqNB74cnXH6MluIh1UdpqtH6it1E42SJfAngLxFGzQYvIts9WJLD3+agYsatHWtUdEXcqihx71sDY6QIYADjLrpbLAbwEL29HWt2fa8zt/vhw9TojrRFIm2gsapNRunEGIdvMwe3tLVdXVxwOB9a27rh/yenTLCjVSFhH75C8UJVZdBpxV0m3b1it3KUksrlJ9h2ucPRuj260GznYvNDbti9zPCcHC/d1uH3WtjTBBxkvjVAhEUT23ufeuwMCNSH2fUqo08xY15UzsHboprsYapBdQ7DuJ2f7jE2GZdsWj2rBeudOorh+EeHh8YrVTxwOh9zJ0bm7u+PRo0eRTFwU69G1x1wxO0ULaQsDN+6j6EK3bUvQppZlJveQgXsjLm/4+C92S+Y9OruFFwvpjCOWC2jC80EYXhM11H2wniyRfYJ2WMZBA1pUsJKk5DStQ0DNojPs9fV1wtNOLZ3WR1/AKPH3XenLKOY0d6yvScyV2VfwQsBl37025k2rROpCJPqMILO9tOR96xSauH93sOa5oXgmjHmeEvdBxksjVAFy9mxP2lh39+ZmNGtzgZorbSY5UzOPvEgW87lPdDXOcS+3sz82cyRDEMciq3DOxK65B3JVnHK4ohYDW6MXXgnt3PtKAJiF1Va0FqTb3PkQwnpE0L1HrcbDvuzwOtgP95tybot8u5dgeQw3EaLN2NZQxWwwEaIS2qRcnNNZwZfot6gd931J/KjUjIT5qUc6oZRCH+52siqyDU0IU9Y9hWteEmyxbcvS/blnV6y4Rmxz2+8/v+m25u1PzqIZ27ZJO3L2/Pz47BYCMCxhNrzRWj60YL00QgUjJzXMc1YRCIiX2TvBu8b2pRZ5HusjjogcD1zC58P8D5IubMH9+H3GFYQ2kyK4V07uNNcg43pltdjsreIIjUWjDEXWE4Zx0ELLnQAhE7Hd6C7oDlGKpimCiSSsP3a6D99nACsyrrX3XSywUwbZNUjkUsFsSeEolbhvBecmBmOzAHG6VwrnKAD1En3rd8ld0U5Pdn71Ehy7tU1i6j7mi5gqCnREhO4rxXvWbtlE/ca8q+psN23iUwguijgzLJtVBuytV7Z4TgbFJT/y+Sah0wsS2XXtje8J1/XbRqicJd2+1WFBWTXbSRUP94+g13gT3DWYzbYiujA8PnfneDxyPp+DKFpis7JCYfRI3E90lCuMEo74MREExXMfo4BmAy7vIjSB4o6hlN4SwNiCXJEDWhq+tijiE1CPnhd7YABSmHwXJykzl1XcM754XqCA6LS7Y2Fve0/t73EI64iTFNWhycfO7NHXV/1wUZVrWVXtrKgdKNrBa2r4UBM2IcsC0hCOlKKIRBuEWgT6Fd3fjevKOKawLe6hhCbjZDwZ3Wq3nER0d67u1iTHqLrgmfzWUeA4wI6hXNkEc5AFejJR1rUn1el5lsgfdrxEQjXcn2xTRc/+BNkMRTvFK02HRrYouKtLbKicmlpILUoJzor73JGwSYkefmxuhOm2HY16jwaemQQdJYV+r1hq8WiF1p3c3ifPUA7QG2UBzR6DJEFzFvzZVq0qFBrnDLxTfnZuYQAY2wIafS/2bt++p0Xc1wBryOPjfst83e6BFE6cuwmzN8gF416EINFeupubxk/b6mCyTssqqtze3tJ1XGMoH3HPDe1kpgfC9Ytiwn18trmPlxbYUdSzUWjNfvADvRvXNwR0B+aMax/CqHW4rGO+3l8v/T9ovERCFehNzS1jukW5+6nHZIemWlEKdQnul6owNkicaI7BZZ85oY9qUXe0LqyDBJraal6B+4Xmj7bClu7/rk8FBkPLi6L1GFuWrucgJY1qV62U44LYip1XSrnB+7qlAHb5om0WbCKWAyU0Li0UcLFA5rVPi3QJaGzu4V4YYZSN9N4jlWDO2T2aZ5plc9BAYF2GWx4Wu5mlVavThQOSjVKmcNRad6yXUAqDmX4ZJzGpStYjppISULemohtxkVKyFkqeK7Ac3Mp9hbBD7vUbqZZBvh1J46KXyunbhlGBR96gpN5XMZpLuIQirAZiGcb6qAR2xh6w8Vds19lTC5WR/N1N0rk1Ruut+Npdrma3sfNzr+3hZpFI0iQHoBIQL8tCaZkPsZVWhNKdRkeOV9BWYj+nYCz04lTddqyIVmMF0YwZPOqjup1Tkw/BBtUtFoRkRWSCdhBQt6B8H1eM72ppvS4Z8KrK6sEmLy6sWGy5IxsHsUaKMBds2y14Yo9lmN2JhtBubPYBGOwVxRZPju2NqiqCostWEhKCJlQtoFtid7+ncdzDkgK2WaUh9EHeJTZN983lHM1xPqxAwUskVG5GO9+y1AM2NqJmbCYak14K4JZ9+wIFPJRK8+SdSbAwDhAx18iQJ3QsvWG6IWJjUd0fYj4L4ja0aQtoKxupdFHnwdWRu/WMtYbXaMTZRfOhnwI9THa1ZnBcXHNLIMNn8d8uEesgI9lLpAyax44ijdjN8OKaPWg+IkKzPknGIpvAbfHWvrWx7BDDbQE7ZLzRaQaiY/cv0qowzF18TyKUp9OJ1s6TpLqUyl74yU3jem+50Hf9DXOUEi65pOLYrFF6EsT9hUCNAs3tnqIx56Y0YXNn99ux7vtxNItW1t9WkPpSC29eHzh759wj3/LMlWLJnlYJmo8pUj0XUWjBJU1+98gvSdHMEYEnqlbFcI2mLl1Gify+m8/OndK9W7gx3oMTRzjtCuqVhvLuyRHvYSmycDKgDqCUiZLVergQUnMoprEZtG87A8b/DVjAcscPD8trWiLuKRnreHZIkogDC5FUHZSojlO8ZDikO8RwD1fviyqjVVgfsacXzC3yVgnRrx2KOL4P6CXS6raeppValoUy+gZ2i3nN8DSEbmM3bNZkCFj8eE/LXwtSRiK3zCre4fLG2JfWxP2M+Gygg8+ePbvo7XE/1lKyZ+GHGC+NULkbfW0UoOrKejrDqVNfex23TrFCkWQ5yCEY4zIIn8kJk8KptziXErull+gtHozx5Ph5PLAmZLIikoF76HXvAsKm6YpaMh0kH79wxjiyYKyzNii60jakG8vxwOySSzCtu3fkHIhVPVyFINFYFkX7irXst9DXtIg6LVj3bTug0NaV7sYhXWLJBQ6khSIblIZF69LpFjvZx300Ii9lqDhjWewh700IB3iz7bgR1jGe46//2q9PBRQ9EHugNno5t4NU61KoCsvoTbgv3XCdrbnjOpZJkB3PY18hvrFKNndvq5caOzG2+buIzB3qh35YU5A/zHhphOp0OvNbv/U79L7y1nd8MvzcCud3n3BYrpB2ohXh0Jynd1+bbYNdwjU5HI40M27KgRVFauXcjIMqTUfeI83+MEJJGXKMkqAEXGrx8XeJLuX86B+tvHWIafvC10/85lPl1ArdGsU16FUoUjqNJSIucRbRrDD1bBMmqC7QTwl4wFXSpZZlI6+KXyXpVKbGPYhg1mNDaTRiDSeLIS8Ruu36QeolgXYInu+EKDrqBs9vi/Uuk6nukUB0dUYn+zHe/s1fntvszM8kR3LDhXZNPhGkaHA9kzU/48Ten9us/EXb3Gz5rO2Z7WH6CyGry3Ml85J9AePKNqT2g46XRqgm2VErX/7yl1FVHj58SLk6YHZLt8bN8ZrH77zLUhZaa6zpNrk7bVmyHEToauhyxaOHr3NyC5dRFVOPhiA14oWjCNDoDt17tONyiQ5/qTEPKogYhxKFdb/xJeNX/BAP3864HwEHUbokD02clXQDcyHfOVCdBUNtDTerdLTcILZOqB931Lb+EwocDnXbMvN4yEYwC8tSuLtdWds5oGl3FvQi+AYYfR7MLAQhe2uM37ch2bZvv3n1cBEvUbHocZ42QKMiqip0WYEyF3+4vZXVnk9gh2CTm+edEAKk2QRgiyvHZ8Yzvx9HDSHaXMJLwGlse2vrpWXbeyWRD/vwVKVvKFQi8l3ATwN/DHjo7k1E/jrwY8Avuftfzfe9r2Pv/T3RR1sKHI9HluMDHj26ptTgBC6lsvbGqRakCA+vb/jaO+9QdOGuR4swPSyUpaIreF9pt+9wfXVNk4qlpu8VFlXOBhwq3ow7j31Gwp2LNmLxIIf2M9rqaHFMF+TuhFfFXKkKJzS3VRgPf3NzLtHDsATRncnx3lhxpDhldIA1o2Z/CLfRTchhggkyOZLncwPZFkYtC92C6eEaDS0LBVePWCYbi5bM5YkLplsN1hAwz9auJpbWT9mXTuzWBvs2LiLCIQGK1hpXV2FlWw9305JhPgm+Hi1KIwWWrmfWhA2go9/zHjYvQjLZb+z5aGZbTmqfa3uRAF08m+QaDsb7hxnvx1J9FfhLwP+SF/gnCOH6cRH5b0TkTwH9/Rxz93/yXl+iInzm05/ky0+e8OzpibvbZ7z56FPY2qLv9aGgtfCp7/z4jFs+/sYjzm7c9dh7wMzx1rltz1itY7cr0lZMC9cPH+EaAlmrcKhwtpWOc+VbDQ9kklKFtnugh+Mx+1ysPLxyFjVu24FVYxK7gftlH/A416VWdAJZdHd6qag1PBOv1QSTStPG4kdcokZo8NJs59KMMRagqlJdWMpWfYzsLIIHsdbVWX2dVkopmKSWlzh389wzOcxQLuLn8zf7MpRSoLtwfQ144XCotLby6PXXnrNy+Wkm4gMg29x5zqcSisA9er2rxnaieCTON6DFZ5I35jo2DNxf5/3fX2ilhtv5USd/3f0OuNtNyp8BPpu//wzwZ4nk//s59p5C5W7cnU88OFauqrCew9S3fubRo0exgYB3TufOb/7ub/PxNz7G9WsPETOOuU9RK8oKnK2zHBeevfssEpCHSu8nyuEYLoBBUVjGjoPus3sQrnQpuIJIbPomlm6HCEjhuijnotGL2/vOqu3Y5GKRV8JxNldsyytlfksFleu0BGsU4OmRzgnvNfpyDKRKog/8Pu9TXVhFormqFqQFetiSErVv8SUmyaCX2D+YpGapQweX3VY9XHaBuoTen9fmZorSUB4gJZC2dV25exaNOptncxY8S2623JIMKwGxq4gAdPpooCEFobP2ASooZmdUsjBVsw5MRlV1CbrXzg28vJfRI2R3PzA30sY/YvfvBeMN4Dfy98fADxEC9H6OXQzZtX3+1Kc+xSc+9gaf+/zv89obj1hvlHfeeYaI8Cu/+uu89dYn+PKXv0z3CIJvnxp8/ou8+ebHWdfG62+9RXv6BPfCw6sDt6czD197yOnujGrhajnQW1SkttTgxQOGNpzuZ7xkPOLGmoISHk4gUaPr6S1kaUdshD1bZREPVTM3NhgLA+Lt2LYv00AnJJjhccIFXwT3FbdCLQGquESqAIl4Z5SHQ+wwWdsKRMVtd5v5qtgCJ4WYQD2j+NOps1La55Y3z7lEcKHJZ35H7IJJj0cXPaNwd3rK9dWB8+nE8XhENcjMrJabeTvNLfYSHvjp3lXOhjCk26s4WHgOY9udyZigoyUS/vPzEi7mpIKlooimUiM+69OKa5we8+AKmvtHb6leMB4TbZxha+fc3+exi+G7ts8//MM/7L/3uS/y+MlTfu8LX8bdefTGA549PbF24fE7vxtxQ+5K/k5rVIW3336b6+sbOJ94dHWNawANNw8OoZEfPaK7M5qNdBwsdirHozmM4pDI2zmvLRYXySuMThQG+QB1p+WGayMT3RptpAFKu5vJZC2Hi1Zqg9TnVbK8Y1iyrHPyKGqcguKONQu0smQ5eDPObZ0xSGjzXJg51KOatovdAyYiMYxEZyrduUz7eNDE0ppE6qIG/TaKE7Mj7tDuD28eIb7S01IdDgfa7ZlmfV6jZCzVTKhZXDioVNs1J8ggUYBoIiG2JWunKEi2rtuRr7KKeEvqD7eut57HU2mIBeDjkSiOKgHHvCXg9MHHBxGqfwj8FeB/JNo5/03CKr2fY+85VIUHD47xIG5u6GvjfHfHzc0Np9W5vb2llML1UvjMpz/JGx97lHmJ0NzRfkwjtvLCapHH8naiS8C5qsn/8siHGAIS+Rq8ASUbvnQWSARPpoCJRD+5vtPim2Z/3iVSi/4QmprcWUHq5QKSAWCkQ+SxwAKYMBZpYfmMSMhGRV9o2e6s4lFZu/at8WdK97QyKTjFSm7aYBFfuU9BMmmM+OY5a2XbfWpE8hOSF2vT6e3pzt7d3WWphnI+nZJbGEqiJXWsiGXJiNCazzzRNqdbYl6zyqpoTXd5F//aFg2PjlIincF/HIWtjs5Kg0sScnRUGjV4sCW+P+h4P+jfAvw94F8F/j7wnxEx1s8B/9Td/3G+730de6+xFOXN1w988uNvoQ7NjdaFx09v+f0vP+VweJ2HVwuH68obrz+klljoSznQ3VhSC1Yx0I61zrk7cgwu2xCMLkK3YDy82z2Z6JKPjXzoymqdKwpNYvcL13hQLYvnxu5+W8BL+v/BC1TC/zdZkOUQzo6za+4SDowC+MqhdfAzsga079ZjD6WsTRo8N7MWtBqcde0XLt7YpnTUSxUkNjiTgrgFB1EAoinpyFOpBy2os2PwE/kskcxHOUQZ6YjFQiD2SF5x4fbpM8qgY6lwPp9ZCcp+n3mr4Ay7joYDo6lN2c3Nzv5YsDG6D2XAxQ6YU5lNZbWD4Sexls0V9K3majRMhVEgus+6fbDxfoCKlbA0+/ELL3jfc5D5N4LRL95L5Fi6B8WmAhTn4YMDj3/rCwgHnj6+42QrS/mXeP3myLJUpBif+/zbqBx45513ePPjr/GJt97AWmcpQJZ/hy8evvPTu6fIcuCBLtm1SVgl+mlrmgvtwRo4UljFsJ6LS6Lea9CAfPfww7PyjBcGqhbbzdxvtLJ4pys8ePZV1lMSZrWCKM2HFnda71HmP/38oCztWQE517vz328OM7og1XB1d7scjphvg9N3jHOFUipFelbiGq5XBK7haO8X9yTmXD+srKc269COV1fRCk2jLbaPEpQEYEYZ/PYzrtgneGHuUeyJoh6t4mx0Zrp3/zYVzPNk6PBsIh7bhGoUcsYa7Pc2V/gg46VJ/po5T893UTawc6sWc37kBz/D46+/w7PzFW9/+TGf+/yXKH/kDV577TWefP0dvviVrxJdm5Wvfx3A+M5PfgzNRX1uZ0ikyFx4+PAht7cnrir07F1w6udolGLKmcLi0Ab07ZYQrWJCBvs9FUAs9i6F/U7sYoW9vu2e2+i0lUM7B7m3nTmd7qLdmhaKhaBJM6xEAeLhcEx2dqHXGqUKa7Sm1kPQdtZ1zXzScoFeaXeUHoyF3DJmsBL6eUUOh/AKsrHo4D+WwYfUQya4CQuMINmR9iiCZfvtZuFeVhXefXrLosKyHGm9c17vqLVG+X6yKQylaDb0FL+gXE2jsxOWGIr0qAsIx30DThDJgsQyQaEZD1pwPXXn0oVLuKuVI2LQ4Nz/C0j+/osa7kY/d5rmjhIis8fBde3cvPWQUgo/+OmPg2p2VTI+8bGHPHr0L0+49fb2KX/krYcsFcxkJgPf/srXMTOuj1fc3Nxwc3UEd2qVuUu9i9Jy4XcbEG0QP7sm4xtie0tARSetRiQEa2pGzx0ygO4NKQ69oad36d2o5YCUI/LwwHI+xZY97iwyGnFmpWteA3XhqIWzr9TDg8kKB7hRp5wbzVsst9bRWmKD74wzeu9cLzW6DZ1XzscD63pi7Y3DEtcdQIKnSylYP+WzGcImCfrYbPgpIjOb0HvnwfER7z796mYRMiYt4oiWi+QvkK5kopDAttjheQh/53I72fiSaOkNmA8wYktDQBSfArP6d39P5Dxnf87InH1IY/XSCFUphad3TzkcrsJ9EjjnZgEhXKP7jux8XqO3O548vuOdZyfWU+PqqvLP3/4SP/KvfD8qyj//td/ltdde4yvvPMY61PqU1x8+5dHNgTc/8TF6X1lKxFSnbjz++juUw4Gn777L9c0NUgv9dMbNOByPtHqg6VVuvymwdiyiaDS5hS4R+Jdh2RyWtWF+ptQD5QCtOxyuOLugh5utMjjjPiX6WDRxDjIsZrAJD62xSvj/wy3sXSMOUuHhg4eJUgK+RhenJknt6qgKLp2yRN6rIFOgorivTi2/utFXT3Jvj6jKjE7SvyJzkJbNeXr3dUqJDarNneqaXacWSF7d3pJEqmEjRQSgpBPif1GfQ7BAb7Og02dRSl4Ml+zzfew1qhfGGFbSEDSf1bcP96/Ad3/64wDYqfD24ydg+9ZX0Uik921P13goysdeO/KdH3+AaeV0OmH2gPPdidPpzNk6v/W5z3NaoWq4DDfHwrNb4KuPefTwmloLV4ux1MLy5hus64nr8gZf+spX8CwZKKWidcFP73B39zWu3/x4JIZVMO9UL9HeKxPC+IrcrRxxTnd3Ue26VJ6tnVoC/FAML9dQysWWL6HNAzyoEu8za9HrIreRqS6U0a+wGxwW7HwK2Pv0LiLCsiycT3d46zNW6q1xGsKYcdBZ4MFScv+pqKiee+masxyVdm6ZWgBZCrJ63PuMTRzvzoOb11nPd8npM0QtBEwDfRVziihSdHZkEmI7m8lP3MWH+x1ctrxWSVSwYIRrbgxuYbjz92OpOF/uMJnlP8VJsvVWceCkK/khxksjVPuhS+M73nwwG7nc3hmtWTRS0bF5tV6QNlc36Cu1ChCxxkGVH/juj/PVJ53/99e/wK13oPO53/8KinDz8IY3X7vmsBQePLzijUcPeefJE56+e8fjZyu3t7eIKDcPjrz1iTd4eHPFulbeeAird9xWpBbQhZUTJle4w10Lyo9KB6lcXV+PCnmWBzX62hGbEcxuq7uAHWL5iGSS1EO5XJ8baz/h57u0DJEIv765Yu13mI9tOsNtfvz4MeupwdgOZ3Qs2iV5LROrT71ja+Ou9Ul7Gouy1jq780Kghbsq9oS+49oP6lgpW9vpolxdXXHz4MGsFSslNmITEdbWgsViKbQ+2CmX1mZsnbOfJ/PzZKdr9H8aK2iW7+/dvOAeJqHWwoUfltPNZr7Nvl0s1XCp3Rqx40d2JPXOzQ1YX7jrSj+daWm5Rr832Dcq2dgBSNBXPvHGwp/7sU+zBJeHc+v83he/SpHC73/166x3nVKVuiysa/ZgaI0iwRU83ymPbg64N/DG6zc38SBkCYKsC3e3hnHm3I2lHFj1wN3aKBJtq5clSLBSCmiQcRsg3iKRKU5tdzxcn+HtHEWAI89kUZl629osZFRVWmryp09OWAl0b1kOnM9nWmvRUap3bGjuHu5d7EhiM+kq4hSJZGzEQUxWhrsjfR1OVSCSrcXinJvyda6PR87NeOfpCc2aSC0B3lRrsYOlRfp9PYdb/1d+4if4qb/xNyZqF4K5b+MJezdRh6+ZNkUl0NI4tgEPIUgvYockgddDELuQfeUDwzUVpG99Fz/oeGmEyrrz7MltIEuL4iVZ0xlAORb9HiSSgP0cO26M/XAHm3u4DEML/86vPOOfffZrPHvcuHm98if/7Y/zfX/8NT7zHUHMfetjr/P5L7/Lk3dvefo0qkKLVK6vj5xOJ3B4+vQpv/qrv8H3fM938Oj6EElchNZG4Bzuq+K5yfc5XKNHB87NuFsLfV1pd89o7xhlPWHryqEG9D72wj21xrs98iRr3xKYJfNDNrRp0bA6h7jXw+HA66+/wfX1Vbi8uWjdnRMdb9H3ofeg+Mhoj90BDzBC9BB5sqIzISzI7Hg7NiEYtKDimf9zyZ4fzqEq11cBZowcUO+N0+k0m62IawIKwn/3t/82j588ye8CPGKpZoPgOzRtdkXaWXIdwqYyXw+hhNH4Z1rWHVtdzJAS7maRqB4f7414aovLPuh4aYSqm/P0WQjIu+knb1orQFR3z/7jJGl02bLuGoFy8XXGYb/zK8/4xZ/+Gj3b3de5He4AACAASURBVD573Pi//s7bOM73/ehrNOvcXBnf/+nXET7Gk6fvcrUceO26YNp5913j67fGb3/+K6zryte++i5vfu9raKJShxLX2IAry/xVzQfrsJ5jYZ3Wlae3z3j29Cnrs7tA1yxcrOFqhEsiyRAn3dzRpistDcZxqShCPR65OVbKUnj46IbXX38NEedwrCwH5e42ehbanXGna+x+WMJdLKM1tArH4zXSW8apV/l9BfFsbdoaslSuRKFmOcbpTJPIK85i0Ww/ZrLS29jCZgFqlvSc83kGJF92rt3opGsKLUseZxJbHS0aygoouwSxs4EQcV8JcJR0WXfM86F8Q9nkjiMZghU3cKWJo+1D+n68RELVuvO1Z53j8UChcygRoI8dJ3o2gDQDb50zJRdbn6hO1egb2BJq/X9+9vEUqDH66vzSZ7/K9/zQg+DoKRQ903EeHQ84nVOLGObmauHm2njr4XfwpcfPeO1mod/dxY72oVrBksUhThn97Sxcwnq44sFx4Y0Hhet3K6eba+5OjfMpqEO3p2fc3DwMQm9fubs7c3NzFQ0oXbOVdGdZjlxfH6mLIhQQ43w+UzFubm4YVMNYRNEb4urqinffKRyPRz6mGu+v8VlpFsz/Rbl7dstyPHD77MSTJ084ExtnTxhddebNtHW6BqVKs8p5WFn3LLt5ZrkPVPA0a1W0LsFK8W1Hytad27u7bVNzib4Xxtiados1Q0Ar3datGDE9EmF4KULRiO+sO9YDpbRUDmGQtlZt7p65TYDgKX72Z/4+f/pP/xi/8AvvWUzxvsZLI1QOPLk9U0+DS9Ywg0WMpSoPb46UUoFG02iIconwwOowWgqfW+P2yYs5XM8ed27bGU1I+JCau8jQaqfM9pdIihblkx97kOjZCTmdwCV2safh3SnLYWshrPz/3L13uJ1Vnff9WXff7fSWk5z0hHQiECB0FYVxVGSQUbAxOmNhwOexzKj44Ixjw1cHy4w6FnQQsOEQ6Ugv0gmEJKQRQsrp/Zxd77LWev9Y994Jjs6MeM3z8s66rlzk3Ozsvc/ea93rt76/bwEtsFOPPNuGjrwgdC3c1gxgEWkbpVuJUg5erEHIxEwpfdgTwkIRSnPmkMo0PYUwQkXfs9FxbJrURwAJ9ZHLmyibOhyuJJRL0yAUs8VpLGWYC0mpSBwZUqlMd2EhDeFUCYFwHVAJRLIBsb8kpxdA2AaStk1PzLPsRgRStRJDRuBaduN30gIOHjxIZ2dnI8ZGohpnYvOd6hTGiYnSJI76IjpS4aswGqsoMiWzFibX14wjtG1CIixDSjOiSIeJiQkGh/q55557CIKA667ZxZp1a/+Ls/Z3j1fMorIti6Z8FqUglFHjMF2REkc5lKMKjgUGaEiNGj2bwHKwHUO6VEo38qSSROMXLMLiv6+Pg4JFuWZ6Xq4liYTGtWxj6qIN5Gv0OAlIUv9AA0lH2ISTIdUoJIkFkZJ0tWTpaLPqpINUf5eYoDOlGCtFDAxXUDqhu6Mdz3MYGJpKy1ZwncOyC7Mz1RPhLTzXTcse41kuvADXNvB3GKUUG1mnFx1x5gDqydIzU5OEcWI4iY6LrMXEpBJ7aaDvOEkQ2iaO0zAF4aZ6M0Ecx6jElGV1MnEijRVbvXy1VOoOZdt4jk01TPBsC991sVzrpXQkyygENm3axAc/+EHzJFYd2XupyFNJmVqVWQ2ULk6SdLGZeaB0kpJiU6W2UI0WhdHOHZaGCLvOBXSJwoRSeZbBwUHGR8f44Ac/yL333s3jj/87Ft4fNF4xi4o6m7tO+4mNQFAhiBJpehq+j2VZBKm6tRRFlEpVfBt8N7WtQlAvuxeflGf3PbMcGTZuObD45ByxlAhlUqRAE3igUyNMrWJs25QXjrCIVIJr2ybTSUMmcMlnM6nxiUHUSpUqBcdF1Q/24jBLPGtZCMemWo4YGZsxpZzjMDU5a8SEKS9Ra50apNQaf58RJQOn+4Zz58QJiWtj+5mXHMDB0JKEpRBCo6Q2NCpbEmRzBBggRQiBLEAShVRqIZVyjThOOYpKmVJNKbSOiRLDhDCq6qQBtVuOjdR2o3Q73ICuh++5QJSWdeZG4fhGIGoZURjC0tx8881ccsklyFiZ9gkJwrKIo8h8quniE4bc0liQxv4xPUulAXMacByjELcFHOlCW0+6UByhlVImnO+M005n07/dQG9vD5/+9KeYM2cOe/Y+/0fN5FfMohIY9MhVCgcHS2lKlRp1/YuUkmq1imPZ+K7h3QWOTa4lb5gHUWQkB9pMgkTFeHNtFp6W49nb+yn4rfgFi8Un5eg5Ko/JLtUpi1tQjWVjt3BtB9uyiPVhOUFdnlDvi9i28ZKwbVNuOFoQJjHCMoRYJFiOca7AslnW14LWzcgIhqeKCKBvXgvthRxeECCjMrl8QBjFKCkYKYfYfh4VxiBspFRY9mE1rmWZ92bOFWnfS+g0rSPlsonDFCAtVYNZbwGB5+F5Hm0tzUYdZVkNtbCN0Wq5tmnSJjLEsV1KtZgoMiWdkoJyuUylUjP9Jy3IBYLAcamFsTGtTM9D2WwWN6irrk3P0cIiE3h4rou04gawILRZEOZzTRvCKTcvigzx2HUcDnvDi7SySKnNKfRu7A3q3oUWiUxS3ajJF56enWHLli386Ec/4vLLL2d4eJAwDHnooYeo26m93PGKWVRgPPWEbWMpsLIBmUyGKP0wk6TeVzEETHNor9P0NbmsRVs+j1SK6bJkuiKIlcTrg+t3fZWvfe1r2LaN7zrEMjLoYnp+MXDs4RAypVO5hW1j2Sap3iCP5nBuKUWSRMSWRWhZuEJgCYknbLAMelaqVrAsiet7WAhmxqeQGqYqCV1tOVpzxlc9sWKSSJFECVEoDdHUUvS0ZkmUQAQZEm1kHloqYhQ60YRSYUltYnDiyJhNYjoudWaCMf9Mm8lH9nvqyKLWKXwfm/TAI6zRPNshDE3gtHBsEq0Rjk3Gtom1gb3znkOupSmFoyXl4X1o28L2XHSUfn6uS3Pew8kcbv7WUbk4jhFCN8pdz3MaULnG8IXqIkRhaYIgOGK2HJnWopGpX7tCo9JA87q9t0j5k3W5/A033MDg4CDr16+nv7+fj370o0xMjDEyMsInPvEJvve973GQQy97Hr9iFpXUMFZOwLUNd0xrc+e1LXzfxXHMl2EUshK0geF918VzDBpULZUJtYFfO5vzJGiiKCGfa8b3MsSxohZCLQrT8s7B1caiOFFplIqSuAK0SOUBFtQSSeDYuAIQGiu1Do6iiEokEYkAJFnPGOELEZnkRdtGCHBETE9rDssS9AnDM9MohO1gaYWwbDzX9NkSZXKcVJSQCFJ6VtpzscBWAimUkVPYAi1Nk5fIPMb1AwN4SAmpPZgWJmqGVBelpVELK6VI9TEmAki/FLK2XccwVbCItQQliFMgwNYCkbYu7NQD/umnH8OOIhQWnpsliqK04S6PyG0+zMezbRvXdV/C7qjne5kopJdy/8zP5r0JUWdYpGWhpvH3OhPfPLeHUubzyOWy3H333SxbtoR7772b0dFRtDaL/+DBg5x//vl87nOfaxAAXu54xSwqYVn4+SxxHGO7VsqV1Cm51DHWxVIipNEYOQgQmkqtRlUomjIeduAgIggrMSouoaSBl+fM6SGXz6AsgYOgVK1QqcUQKaq2RscJrtBgKVxboBOFSuk6JrDNgBSeBpzDYcxaC6S2SXSSsirA6IUh60tcW+DbFtK2sWzZoPIkaDwLQhQOLkkiUYg0zK7e1HQMqiVshBbYabmjhcSxbIQnTJBAApbvEsayUSbbUpHoxCwkMIHcIg1ssCwSLRp+44Y/Z9jdDQNPIZAyRkoLhYV2FCSGxaJTub5KF4iChvz8hR27WTCv2xjTWLERFiaaSnUWHb108msB7e3tVCoV6h5+9fd/pFmNKbkFjuM1djhjvmmsvR3HQdbdclX9PZkGvnm8kb7UajVGR8c5/fTTCcOQpUuXcu+997JkyRJWr17Nfffdx+bNm/E8j7POOourr77mZc/lV8yiAtJSwDbwqp0SS8EAOkLjOMYPzNfGa8BKuV1hLaEYpt11NPmCT6IEYS0mjmNaW/IUizMABJ5Pa9ajt6WAUpLxYoVKLUGhsZXxYIhkgrRtHK3Q2jEq05omsR0sDXEskGhqYUIiD5dXQuiUYQDVCMoqxHZS1oPUuJ5NYGkc1yLGZCPFjjTe5hivB5FODEmEEGCTZuGmTW5bgBRmAllKoEV9gaStBWGTy7pk/Uzjc60mgjAypZbj2mRsB8dxqEUhWpFKX0wgBNQXl1lEiZIgzRkriUJI7ZrNAjHGpcaq22VOd3fj3KRSFDOKIpqzeexcU8MHQirTjE2ShGw2a6hpwlCk7PTcWm/W1ne3OI5N/w5hfATTXSoM6z01s6OaDOE0xCA15VFSMTo6yszMDPv27SUIAo499lhmZmbYs2cPhw4eJI6MFcGaNWv+5+xUDY5wShNx9GGFDZjej079DaRIw8lcgaVs3MBIJDRgKQspJI6y0AFgaTZu3IhjGbQqiSKqQhPXwtSU0yGbcaklxltBRQqEQyylWZhxSOB5Jiihzplz0mA5ebj8ABouR0KDZWuygWMY4kIQCUG1ljALOFaChcZ2BJ7t4acGkjqFfpWlcUgtkUWEDbhAokxYmqssXBTSEiBMJCqO4OChYeb3zUHLkDg+XMZ5loV2nfT3j0mI07NjnY1iDvV2WtbKJEFJgUqS1GxAI5SF49hYNnjaBivEttwUuo+wbUkmn6GQC7BSQu9suUTB9anEMXmRfp9aNKDwarXcOPNIZcw0k+SIkq5+oxI0rKSPVPuqFCE9UshYZ6jD4QUppaS3t5fJyUmmp6c5cOAAw8PDvPrVr+bA/v10d3eTz+fZs3s3J518Mvfee+8fNZNfMYtKAK6CMHVMddCGmWAZyNrsVmYxmYMsyEhzZMIDpNQTBNoxpYGbcRkcHGTjySeaSZXeIYthDCiscs0gV7kczfkMgW8gZaVFA22aLVcQsXkfQgiIDvd8jFguaRz+tTbpjCJRyAQ818ayTCRQkhKAY9OrREgo6yqusBqoleu6WJbGsw0Zt96yMWiaxteAkEfEyyiUZbFvqIzr+LiOCW1DKeIjmeWWhRJeg9mvlEKrmGq1RhzJRoNYyt/2TX9phq6UEikMe0XXG1WWsapWSmI5DsVimXw+n+6gCt9yjN12o2Fv3ne1WjXPqVTDltk6gt8HR+irlEa5R3gFNt5fmmSp7RRwchqIbX0RHjp0iL1791IsFnn22Wc55ZRTcF2XefPmcf7553PXXXfxmc98hmuuvZbHHnvsJa//csYfbPsMzMN4VOwEIq3169PH/Q1wDnAAuEhrHf+ua7/vdWw0Wapk07pfCIG0LbQ2fSJtOwbZMT6JqflR3SFC48i6nMKcHdAamcrhB4cHkEJiW0Dg4AqXIB8Y0SKaGEVSSyiXa1SrRnqez3jkfRcsQTbjIbUmjjTT07P1TwZ1BJ/M9NlSjpm2kCrGdV1qUWxCyjBsgzpHrc5PFMJCW0bbo5RqLOSaMAd5UvmHcCQeJrvJsszkdiyLSElmaoKaNNTQseEJ5va04gBOColbaeO1nlQopaaWNsmNPMKUd5VqbF5fOAQZF8uCwHexLRdEguMFR/D1DhNtAVAaDwxogiIJo1QUmVAOI7JZo98yN6LDfD3XcVCSBhfwMBk6aTR8j3w9kfYKk9Sa2vS+LDSmRQKpz4i2GomOW7ZsYevWrbS3t1MsFvnhD3/Inj17GBsb4/1/9VeMjY2RJAnPPfcccJgn+HLHH2z7nI67tNbvrP8ghOgCXq21PkUI8QngLUKIB377GnD973sRTd3NBjNZLd1ovrqWhS0SEm0amrG20JaNSqUK0jpMMTJeCQb+tSJJJAT7XngBW+m0xj6MIDmuwJLgYxPkHHSasFEvGYQGWW8Iaw2OprWj2fRxUoZ8aaZimqpaNOp8MM3qejM0TnVMcWzuqvUdyHWMvJ1ENuTpkO4iQlIPH9Q2CCkJhW446zo4FEWCTDTTpYSwXDaL0oXeOEanO5JOJKVKBYCM72PbNmEYI6WiFitj8ZZaBfTN7TTvXkqEVIRRgrYUlqNJpE2iYnNjEsZ51xKp65I2JXM2n0NhEFmJEUDGFriejWtBmCiIIzw7YWwiRCmFo2pgO2ikkd5riXAspPZekiOFpbCV1TB2aTAsjkAUGzqrlPNX/7m7u5uLL76Yn/7sOnK5HOPj43zzm99kYnycPXv2YFkWV199NW9/+9v54Q//lebmAlFU/C8sjd89Xo7tM8CrhbEeu0FrXQ8huD/9f3cD7wDKv+Pa719USjF48BDDw8O4QYGBQwc59ph1dHd34roucZKWIFoTuAJUjLaMpZiWxosJJLY23gxJbPztwOaZ+x4g72o8EVPTNhGaSEuEtoxEg9T/LgUCzB3Q3OFt4aC1wNISN90XQyTc8wDOj66lZWwcOtqpvPV8olNORssE2/VwHWgPPGzbIpPJ4KsqA9OK0VLFaLCEoJZIQznClDiuMKoOrQW2dpCChkRB6zSPV0iqwsaxYrSWTM4aIm6kpDnv4BJLBZgYViE0QTbTsKBJlDJRPRg/DN9tplyJCMMqY5NTOClzQUqdch8lqmpyci3bJkolKfXzZF3TJpXCdjKEYRnLcojDkMD3yVgWIyNT5EKnASBYFtx0420Ejs/wTM1MxNQxyiwS2UD46rNOpoJVx6lnatWD4zRK20gZN66b92LOyOOjE2w88Xjuv/9+fvaTn3Pixo0sWrSIb3/727y4bx9BYJj5nu+zfv16stngJTnCL2e8nDPVELAcCIEbhRD3YKyg63XRTPrz77r2kiGOsH3u7Gjjpl9t4i/e95cMD42ybXyMQi7P4OAg1XKFXD7LQP8g05UKxxxzDPv37+eoo46iHhkjZIwtLFzX7CwuCU3SQvsgoxhfhWhL4OiYSLs4qZxca5HecWPM2S0tE7X5ctCmQLQsJ4XSE+x7fkPy9e9AmPLkxsbJ/vCHBBmP6oknIuOEONFMVtNyrTqDwqSp5/NZA9PXQYnE6I3iOEYd8WU6DR5fXcVqDleVtE8ENPo5YRgaelQCVQSHRov0tGSwrMQokFMH3LroUWiTMhJYgqlyiXr4QRRLptE4iTaB4BameWxbQHSYoSDqpjamAatsgUgUU9OjeJ5HpWzkNxVVI6rW6JAx1TjVvdngaJeWWo1SqYSWdYmIcZ81cninca5riCId23wnJi4ToSFO4vQxh8twpRIGBweZ09vFd771Xc4880yuuOIKzj33HM47/1yi0MSQjo6O4qfUqY6ODqampvjiF79Ic3MzjuMwOfnvDJX/y+MPXlRa6xCzoBBC3AKswSyaeelD6hbPv+vabz9Xw/Z52ZKF+iMf+Rjbt+0gSRK6uzrYt28fcRzy4IMPMqdrDlFkGrXxUSsZHxzm0Qceort3DnN7e1m7di1JlKJaEmzbRWlYsXIZx77qGKIwxrHNHc9LZexKQigM77QuwjNQ8hGHZZFA2jBVSmKhkT+69vCCqo8wxLrmOlpeeyoKz3DL0hiaWhSRRAkJ5kt3Upa16xqDFM8zzHWtBcVi0ZRxqfOQRUodMh4tKHQj1V4mupECL5U03DktcB2fWqJxLGl23oQUGRHYVt3kJcYWgjbftCtaXBdLemgtSRDMKpeZ2RIRh+X3VupMVRcvGv2UjaM12rJoKrQwU5p5CbCRyWRw07LTgCMQT07Rs+IorMAgenv37mRoaIh583ppbW0nn89z//33s3PnTiYnJ/nEJz5hmCmWaVBrhZHGyMhIYYBIS2wF23btIOu51Go1LNtmbHycdUcfzW23/5rJqXF6unuZmZlh3bp1PHD//Rx/wgk88fjjdHZ2UgtDFi1axJIlS7jmmuv+0KXRGH+wGacQonDEjycDL2DSPE5Pr50JPPZ7rv3e4fs+H/v4J1m1Zi2Dw0Pc+KubuevOe2huamfpkhU4XkDvvPmccdpr+cLnv8Rz23dy8kmnknEzZP0c9991Hz/45++TcxyaApfWnEd7zmFyYD9btm5FSkEkHSxtIcMYGSfUKmUq05PE1TK2TLBlAkmCjBNUYnojcRyjJQ3WvFIKPTbxu3+J8QnDZFCpyaQFwlL4gUOuENBc8Mn4buoHn6KFKkntsRIECYW8T0tzFrRFLJPGBE2SpKGIRaVcvpSVgDKeglba8CyWS5RCSTXSlELzpxYnRImmFMWUazUq1YhiJaRSiyhVakShpJYkVJUmVgpf1+gqOLRnBc2eQ84T2J5tXKNsQxuyHY1vp7uPayye80HO5IsFPgDFatWonuuHf2XxqwveS8fRKzl69avY9+IBbrv918yfP59du/bwyU9+kssuu4zOzk66u7tZvnw51113Hc88s5k7brsdqczNREqJJRwSYTwlHAXYFvN759DS0sK//Mu/0N/fzwMPPMD42AirVq1CYJPL5Vi+fDl79+6lvb2d/S++yBlnnEGhUKBaKTHQf7AhmXm54+XYPj8ohHgzZrd6SGv9ePq4B4UQvwEOAl/XWke/fe0/eh2tNRdeeCEr1qyht7ObOXPm0D84gO06LF++nLGxMfoWLOSe++7n/PPPp1QqsXnzZqrVKrfdcTsbNxzP2W86i/7hEeZ29xhmhmXORDOlErt27aCrrZ2mpiZuufkO3njum9i9cyfr169Dp9ohqVMaFJqxqTEqlQrt7e1MTU3husb/wXEcgvZWxPjkv/8lOtqJk5A4MndpN013NMMc5l3PsEXiSJqAbWGjpWwYkNQXW0veIQotqmGtsVPUF5hlpcTrOgxtWVgNNa8BQ5IkwU7N9y3LpEgqpVLvPl5iiaYwSZJGbn44zxggVECqPPawcHzXNOmFkdObG4Nq6L00UKlUCHKGHYMwrYlcXqTnL81kawE5U+KkU09h9+7dOK5Ff38/SZJw+umn88gjj+A4Do8//jgXX3wxTzz1JLfcdCvHH388d951B08//TSXXnopW7duYf1xJ5iJrAU6ichkMlx22WV0d3bQ2dnJ05ufpK2tjdWrV/GnbzgLhebWW+6gVquZOdbfzwMPPsgH3v8+83vbEDjuf7Ys/sPxcm2fP/s7Hvdl4Mv/2bXfNyanp3n2ueeo1SRxLLn44ot58skn+fHV11GtlNm9dy9/fsHbueGWm1kybxF//rbzWLJsOeeddx7XXHMNeT/Dzp27iGTIY1HEW97yZkQsee9rz+GKr1yBTBxGJiaZmJpiYHSQ559/nuuvv55CIUdnZyfNuSyk4QTKshkfHmZiYgJba6anprjl5ls577zz6O3tZfqs19DyixsRR3TeteeR/Pl56JSDlyRJI1RBa43v+2glUxLp4QVSqUiUthEk+L6P7YCoOxN5HrbjIZWgVovqn2kDFVQyjeW0DveVbGH4hlprA16kCJ1IoO6WXn99IQR1YbTSxvK4wWRIn8MWlkmId4zsI0pMf6+OrDV6c8qYUsaJaSUIZQiwxUoFz/Ea2b179+6l6cQ1jAwd4qSNJzA+OcZrXvMafnH9zzj33HPp6+sjn8/y/I6tHL9hPffecwfz583jggsuYHxygoULF5IkCTf+6pfkcwG/vvkgtm1TKBQ48aRX89WvfpVarcbu3bs5+aQT6Zs3B6UUYWUW13XJ+lmGhoaoVqtc/KEP8YUvfIF1a1eTzQWNUtL643CKP7z8++8aI8NjzJ07l8cee4i9B0f46le/yuo1q1Bactmn/w/r1q1jbHiMc954Dh/5yEd48cB+rrzySk499VS6urrY+fzzLFt1FI7ns3LFGgb6RyhVYz7w2cv4m09+knJYw/YyfOnKb9G3aDHZfDOnnXYaTzzyKJOjYwwPDxOGVZ59dhvT4xMMDQyilOKJJ55g/vz59PT0sGvXLh5//HGea8lx6E/OwLhdAB3tWB+4CO+0E/BFQtZSNPs27VmXFs+mLfDxbQtHKEOcTT3qXNfF823yWY8gCNAkJLEmiiVhlFAq1piaLlIqVRqlaBzHhn4VybQ1YIFtNXasw/ZiZuFIpUiUNP7s6QJIODLd0XAp0RrXsfA9B8cWOJaNY5n0Ss93jBwmZYw4joPjeCm6aOO6ptRTSY24FrJ/vMjAeJmBqSKJ7eJw2C9i0aLFdK9cwsCLO3n60fs4tHc3119/PRdddBFaa4aHh5mZnSLIOOQDn67uDpRQ5JsKBEHAxNg4q1euQApwHZ+cbyQslpIMDw4wd04vl/71JVx++eVcddVVIJQRLboZbD8whGWlyOfz/J/LL2fp0sU8+uiTaCxsoU1/8Y+0qXjFLKqlSxdz//0PsnHjqWQC2LZtJ319faw7+hguvuRStmzZShAELFq0iPseeoDRsUme3bqT2WKFocFRfvnLG/jptdczPjHJrbf/mrl9CylWKnzuI5/mi1d8ni9/+ctUIklHVxfbtu/EzeWYO28xpVjz2DPbqCmbUlVyx133MTVbYcGChaxds47fPPQww0MjbN26ndtvv4soiiiXKlz34j5uPPMUfv6Ws1Bf+yL6xA0oac5jYRIRJjFJLNMGaIgOq9gyxNcxOVuTsRJclPFXlwmOSPCFjUtCxrHwLMPpc22jyarrhmwBvmdhO6KRnJHxMjiOZ9ImbRvbcmluaSOKNUmizBlEQZSa01jKkIel0Lg2NDkOvq3xLEXGFRQyLs9WHueyFz/FX+38S/527yd4qvQIga3xbIVX1zmlu119d6vGilxTgVy2YJrOjo/CplItmtwnaXz9ZLqoRUp7OvvsNzAxMcFzzz3HRRddZMAIrRvPr5XgK1/5Crfeeis//OEP+PznP09TkKGtrQ0lXGSiqcYJ09PT5Ap5brvtFm6//XYymQxhGPLt73yXG2/aRFytkChBJpPhwgsvpL29nZa2VvoW9BKHMddvupG77ryXchj9R1P1Px3it30N/r8amUygTz3RkByXLl3OLTfeRFtrb1lYBgAAIABJREFUgZGxaTZseBUTU1NUqyELFixgy5YtZLPGM6Kzs9N0xFVCSyZPU0szXS1tDAweYMGCBYxNTBBJKOSzjI6MUygUaG9vZ9euXczrmYNlK7As7Dhm2YL59I+PYXkBYxMTZHJZijOzdHZ2ksk2se/FPTQ15fn4xz9OkiTccsst5FpbueSSD/Olr30PMHSiMDYeDR/8i3MRqcMtWjech1CCRElkSpKVwtwlhQZXGJaE1IrPXP5ZposlktTMJYqMpMR3Pb50xf/Do48+ztq1a+no6CBSRsTZks8ZhDSOqVQqBuBIG6FYNm79PioUWS8AS+AiTQYWBhV9aOZhfjD0EyJ9eHJ5wuN9ve/i5JaNL5Fj1F2IbK149IGbaG9u4tFtL3LXnXfwtre9DcdxOOHYjQStXeiUPX7Lzb/kn771Lf72I5diCYf1J5zE2NgEDz/8MHPnzqVamqFcLnPo0AArVy5Ha01bexef/vSnOeuss9i5cyfvfMcFXHPtTyiVSlz8ofcTxTV65y2hUCjw4H330j8wQK6Q59FHH6VcLrNo2VJOP/EEmpqa+cpXr+QNb3gDDz/8MI7j8IEP/hVf/cqVRmk9M8OHL72Yr339W5u11se9nLn8iuH+yUQyODjMyMgIURLT1N7KksVL6eiZYefze2hr6cD3Aw4d6mfBgoXEcczo5ATT09MIIQi8AMt3kUgGxwaYmJoyTVXHJtvUSv/wiPHxcwWiaOFkXIzyR1GrVKhWq8QHNcp36N9zkEIug7IU+w8N4gY5HnnqaU488UTGhvq58sorSdJSrC2T56sf+1ui2ZlUZm6Ir5Fl8S+fepZircaYhlxrM3932d8iZdzwyVMCLJlmTbipQ5GWvOvd7yPXVKBYqrxEBmHbNp7n8a2rr0EqxfLly8lms4BpHrfkCwSBR7VSafwb37PIKPcwCTVdC7ES1KIQLEFZyoZS2ELws5GbXrKgACId8fORTRyf35iWkXXQxEKa5UJrvpk4SrjuFzewYMECRienWDx3Loms4FjGMsB24Bv//G0cx6V/ZILO9nZqlZBCocA73vEOarUKF1xwAcuXL2fz5mdobW1i167dLFt2FM1NTYyODNHV2c6//vhq2ju6GBkd5JFHHuE1r3kNxx13DFdccQX9Bw/x2tedSRiGVKtVduzYwejgEKVKhRtvvAkpJffdd1/jrPvjq6/ljDPO4PEnn6B7Tg8DQ0N/1Fx+xSwqIaBardLX18fBQ4dobe/gmR3b6Zs7x6R0ZLOUSiWCIGB8fJzZStmQTC3LoE1BQHf3QpRKmJqawvZdzjjzDB599HGWHbUUYUNUi/E8n+nZSYZHR+idN5ekVqVv7jxaWprIZDJoFEuXLiWfyVOpVHjVsRvZ9txWbNtmy9ZnKRRyZPM5ypUKPT099Pb2ks1lKY+7tPd2IaXkwN599M2fh+cHtCQ21aEBVKXCZz/zBWaLU7RnAnK+j9vcTKkWEnoSR7tEtZh9+/Zy1b/+iLee/7aX0G7qZVYQBBw4eJC+vj4WLlxIrVYzSKfnNh7rep6xUrMsisUy/Xt3su5V61OPhlQpqyQ//d73Oe11Z/L001t487lv4eqrrmLkUD+TF03B7zhXTCaTTEchok7dQjI9NUtzWyt13fHFn/kGSxfOY+vW7YyPjVCZneUH3/qGsYEG3v++9/H6M1/Hww8/zCOPPMKb3/hGLnznBdx7771MTExRLhfp6OiguSmP69rcddddKKCpqYXXve61PP7441xyySVc99OfMLd3Lnuf38UzzzzDwoULWbveABl3/fpOhkaGaW1tZeXKlRQKBcrlMnEYcfTRRxt+ogTb9xptiSAIKBQKjb7fHzNeMYtKKUWpVKIpH6CFYHZ2BikVLU1tjE1Mc2hokFwuR1Iu09zajJ/LUiwWKZfL5HJZgnye3bv30NycJ5/Po3IZKqUyc+f0MjQ0REdHB7VKxK5du6jUKpxzzjnYFni2Q61SJpvL4NguP/nJL/iz8/6UsFohDEMymQzNzc10z+liZqbI2NgYcSUiVpKVa9fz5Oan8X2fY48/lm3bdzA9NcWi+QsYmZhgfGSc1s4udmzfhucEKCV53WtPp1AocHD/i+weOISKQo7fcAwHDg5Qmp3hLW/5M9590buQlkkNtLFSxyAThPD5L3yZ+fPnoxSUalV0fHgSGO/ASiO9fs+ePdSK05TH+/nXpx7hwIEDnHbqGeze+yJ7tm+nVKqwbds2IhT33P1rKpUKS5cupUCBIv+e+9bmtPHwfQ+w+emnWbduHW984xsZGBmloCCyDY+wOj1O79xjmZia5MTjj6OQ9fCzBWMxpjRXXnklX//61+nsamfVihWUy2W+/MXPMzExwezsLLt27WJyfIq1a1Yxb948Nh5/HEE2w+YnN7Nq1QoymQw7djzH2tVriBLjA/iGc96A6x2mOX3uc5/j6quvpq+vjwceeIB8Ps/U+CiDgwO0tbUThjVs28PWxnlpw/HH8Os77iaXz7Cgb36DKP1yxysGqLBSZEnKmJ7OVsLQlAT7Dh7AdV2TKp8Yx8wkSjh06BBxbBLlhetSKpWMsaQVMF2qUZUuj23ZyYHBUebPW8DQwIiBUhMTlTk6PM4jDz/J8PAwUiVUylWiKCKT8clkcriuS7Va5ZprrmFqaoqFCxcShzF9cxeweNkygiAgl/dZe/SrjB4nCHjVq1Zz0okb6JnbQyaTYc3Ra+jpaKeQCTh29XJOPfEY8s05BoYHKFdrjI9NEUqo1SqgE1avOor7770TWznoVFcktSKWCbZl8eEP/29GRkao1QyTXdTzmVSCjMLGrlUnBS9atIj5i5exbfdentr8DFOzRTZt2sSeXVupVGokQlKKaoyPj1OpVPA8j/7+fhbsn4f47XkVQ+mGcX5y9TUUR4bZ9LNf8J53v5u7b7uDf/rc5/n7Sz9ENpvls5d/mJGREb79lS/Q2pSlpdBE//AQJWnk8cIGncagtra2opKI1SsWce4bz6GjqYX+Xbv5kze8jomJCQ7s30cub1yjJicn+cUvfsHs7CwPPvgQQeBTnJll06ZNdHV1YQmXf/n2d7j7zru48Ve/Yu8Le3hx/wuc8+Y/Ze6cXk466STWrVtHd3c3GptCLkCnNKf58+dz3p+dQ3t7G+vWrWXBvJ4/ai6/YnYqQ6cJGRsL6Wxvw/ez2I7HzPQ0zc3NIIyfwcTkFBpJS0szvh9QLpeYninS091NJYqphEWD+kQhiTQ8vut+cQO+75LLZhFAjGDn83vRWrNlx15je+YbT4WpasK9Dz+NxvjxHbvxVHY/t4Ot23fT1tbGbKVKNDBAoamZ3zy4me6eDnq62piZLrH52a0cf9xxhGGJqfEpxkZnmDevDxyXp7bv5vWvPZms42EjqFRKrFg2H8/xiWNJqVQiiSXlakypWgJMH6pOIs42mfL3jDNe3WDR10GmRBmgQabQuEqbsUpKXAd2P/88tUgiZypkMj5JaFGqVanGkqzv0lRoBxTTM5NkMhke+v5DuEe7ZM8qYDULRFFQvaNKbbeL4ykGJobobGqluaOVgwf62ffiHsLyLD+98RaWHHUU61cvI9vcTEtLC9VaQml6isJ4P7nOOWzdtouVSxcyNjZKS1OeaqXEZZ+4nLefdwa33vpvDE2OsObodfi2oFos0tnawtjUJAsWLGD//v14gce6dWvIZH06u9r467/+ay48/8+YnQ2ZnZlCK8XU1BTzeucyNTFBR3szvi9YOH8eTTmf4bEqriMoliu0tZmbt+e4hGFIZ2uLOVfa/83N3/9bQ0pJNpfDQnBgYJS27jkMDQ3R1dmJlRqEVGs1fN/H932iMCSOJb4fsHKqxFDKRPB9Yw+slCKu1RpN1Hwu26itwzBEyph8volyudww9K9Wq+RyOSYmJhBC0NZUYGRgkGxTgVibUGukJIpqLF++nBf297P/0DBNbW0cfGE//SNTxE8+w8qjFjM4PsvE5DTbd7/QONDf/+jTNOcLzFaqjI1NMKezg0WL5jA6OcHQ6AwT01sYHBjFzWQp14p4bkDd6y5OEk4++WRDLq2zJxrIrWo4FdWvJ6nh5NDwOApJS7OL0+5TKBSQCNp1HjD0q3zgEyYhS5wltLX3YQmHh594jDP3nUJTLk/gu7zYvof983fiOBnz/GFEWB0m8DxWLWvD9tqoRBNk3QxxJscXr/gHTthwMo6W3HbXLw7fAGKbjRtOI+v5qJRZ3tqdYWBqnMHpSbY+u4Njj1mP71k0FXxsW5AkiqZWWJWfz+antpuIoiTGFYolC7upp7yccNwaRkZG2bFjB/uGBunp6sbzPHp6emjv7MYSh8WYtm3T1d3B7OwsSinGRwZS+7Q/rvSDV9Ci6ujowPcclh+1hHedsJErvvJNzn3TcZRmpqjVQmw7QKiARSs3UCsOYFkut931OGe95gSqYY2hJ3ez4eg59A9O0t01H9cpkctlGRkp8uTWAUqlWY5bNx/H7eGpJ5/j9FOPxnZKlGfztLW1USqBHbRQC2Py+TzNzc2EtQrbtm2ho7WTux96iFNPXE8SG4u0WFdYsbiJbLaLyclDOLLISRsWMTlboq+vncmxQTrau6jVakxMVVgwt4fpqQrPbN3GsuXzOf21r+fAC7t46DeP0Fxo4oIL38ZVP/gxHU0tTCc1XNvDso2pqJIJrtdMNptFyoS6j4QZLw3Trv9XCIHnujz28N10tvo4SIJcFkWCiBUZ16dSKZFzXV61cg1uNiCK4dDgBGPjI5DETI6OMCVGaWlpIVdoorO5lXrwQDCnB8/PoJXhJxYCGB0bwM/6ODUf17HMeVVUcLRi7ty5+L7PyMgMiU6whCQIAuI4Zl5XC7l8noGBIc4+/USTZ5XN0trabmQZlqA1m2Hv7j2cuuEYpoYGWbV8Oa5rM7VlBq0lucDhjrvv55QT1rB0SQ+rj5qL0qYpHFWKRLUSseOS8TS20Gzc0IdtRxRyWVRSo3duH8NDh+juaCKK/vtFiv9XhlSKbD5DKZrm3gduwrY0o8Nj+G6AVopyNSaTcalOjmB5RgDY3txMrSppae2gp2MCS1toFdHZ3sbSZcdx8MBeZqcHeO97L+KB++/l4Yc38ydvOA2lq4RRhaQqiBOPrdv3sXHj63mh/yC+fThtA21RLdUoWsOcefqxyChkaGCEeXN6uefOB/nYx9/HwUODFJqb8Pwsv/z1Dt76ulU8v3MHUVxkWd9K9h/Yx9GL5rN97/OsWbWExQtfx5NP/Ybrf/QD3vLGU/jolz9NNtPE8NgwH7/0Qg7teZ6pcplatUiCkdfjuMzpmY8tLGoqwcilJK57RAKGPmy0CaZZPD45hh9YrFuxgqnZcRxptF2ZjNltypUilm0zPjqIdiyyLfPJ5XI05fKsWrXC9L1aWkz/ZnKGjOvhpNZtre3tKC2YnprAsqCzdzHjY4dSRr1NHIHlWmhLcML69RSLRdo6OnCcPGFowhC0Np5/pdIspdIs2YyLENIY4sQxq1cuxrJtHFezevFcls7tIJIJQyNGcFqr1TjnTWejUsbGP/7933D9Tbdz9/3bOWrJArI5j2UrzOdTKhbp6JlDtThNS0sTG449jjCq0N4+h7GJBLTEsg27X+k/Dv17xTR/uzs79Hv+4kJs26Y4OU025yFsi6Z8M5VKBd93iWPJI488woYNG3DcDLlMwMDQIJlMhq6uLrZv30539xw6OzvZu3cPixYtoa2jkx07dtDS1kpPTzeHDhykKZ8nW8gyOTqCtjye372TfDbHwcEhDhw4QGtrK0uXLYYk5ic/38QPvvt91q4/mt/82yaCud08+/idCC+PlxTx04kdum386Ke3cP757+CBB+/lT/70zaxY1MzQlsfY9NReSpUaf/GBi8mNPUtYLRsIXEkSDUiF7/sUi0UOjsywZFEntnBIYsO5S5SmZnVz3BmvJ3A9arUanufhplbXdSjdSQO46yVMnITkMlke+8aVHBqf4ee7d3Dpxz/K6Jb7iJV5jumpErdth9evjmjrXW00WtUaLS0t5Jvz1Go1WltbeWHPC7S3trFkxVJe3PsCXibLt7/zXc4++2xuuelmLrn0g5SnDtDUvhKpKg261PRMGT8cJJ/JGnPT1j6iNH/Ytm0qlRLC9RgdmUK5kvUL5lBVZhfN5/MkScLE9AiLmg09KkEzMzPDeDVLJpNl//79rEhRxGTseRYvXkgcS07aeAq3/OZphB0YQx9lPmOlFDfffCObbr2LtlyBsekxrrnmajwv4Mknn2TDhg3MzMzwzW9+72U3f18xi2pOT5eempogX2jm3e9+O9lMnqt+eDVaJXzwry7iOz/4V+I44szTT2HpUav5+te/QT7fxCWXfIi/++wXaGsrcOGfn8+Pr/0pvu9zwgnHs3b1Sr7/w2tYu2Yl2WyOO++8k0v/+oP86Jrr8ByHt771rVx77XW86U1vZHp6ht7eOdRqNeb19jJbnsVB890fXUNci/E8h2o1xgYu+/Bf8M8/+BHvu+jtdDZlmZ6eZjqEn9/yINXERSfaCCJVSO/iNezf/Tie45LP57GU5PNf+hwDT91PkBXMTE3j+l7jTNfcNQ9VncJ1fSpRSOR1YDku2Uwzy9aekE4M471Xd2w9Mk2ycXZJEgb6D3Laaafxvve8m09c9ikefewxTjrlZNavWoOOI676xmU4jsNXvvsz3nP+61DZuVSrVaSUtLQ0USwWcYRDa0c7zz77LC0tLSblPpOhtamZodGRhs1YR0cHAwOHWL/+aKRUxHFMJpNhaHiUpkLOtASUQrgBbhpgV3dUyni+6QoLm9JskWzgoQQkSUQQBMzOzpIkcYoAmyqirb0dJQ2h2fd9OjrajWux0tTiCC+bY+jFISphpWHhFscxixcv5viNp/Hoo49Tq9Xo6upg97ZnCJMYx8+RSBOa9z9iUXV2tul3vO0cenp6DJS+bx/KsrGUZGKmhK3NnabuPlqpVGhtbTUk00QZTU0azJzUqg17K9t2G5PNdV2CTIY4Opwq4lgaP2OQv0RJmjIFQqmY29GK15SjpakFpYxpywP33EVXZzs5HKphDTdb4B+/dx2XXfxmskEe1XYU9tAzlKsVtKWxswV0RaFlyL6hQebM6YZaGcsTlMsxs6URZqZ9TnnVUmYrM0SxopDPENYSWns6iEtVvEwOpWOC1g5yvRtfwonzvKBh6XZkUobWxvxkamKS8OAWuppdKrKKIyWO34RNlUu/eC1f/tu341oB42GeTXfcQ8+cLpRSZDIZgiCgXC4DUCgUePbZZykUCoYI7KV3/zSuVEpJ4DlMz5Y4+eSTkcpMds8SXPvT6xkeHUUIRS6b5b3vflcDuXRdlx07dvDoY09RDivYtqFiXfKBv0RKo8Fqbm6mv3+QTDbPP33ru+RyGb7wub9jYHgEFYWpE63NnXfeyeuWHoW/eh0TExPcsOmXvOuCtxuGujSfz8TIMDv37MMLjKV4rVajUqlw+knHm90+jTYdGR7kxz/Z9P9/mpKdmjQODAwYizLPTTOVzF15cnKS9vZ2wCyeWGMk6MpkNgWOC8IYg9SJlC3NneTbWpgcGaRcLuL7Ppsff4IgCJBoOtqaqUwPsn7VClqbM7S3dxF4LlFYJQ4nscMijPRjO8aV58x1c4yS1XWNxbRUWLbNoo48Uko+fflH+dzf/y967Q7TiJQxqiAJI5+ermYA8sFcAtdjQtu872NXUCsm/PyW+7np6i8Q1SK0FkQyMRzCXIxnezhBhkQYtMx2vEbppKXCcV1j0WX0HuZ1AZkYZ6M94xG/2bmP155xIjffeh9Oc5b1q9fT0prDnXMMd9xxBzlVpUCUlpM++XyeTCaDlJJiscjMzGE1r1LmBma7PklURSbGe8/zXCYmJpBRpSFvsX2f9WtXIsQqhBAMjU42dkLbD7BSy7ij160ypqdtHWSDPAZ8sUmSiHK5SmtrM47jcemH3k+1VuaB+++nb9FiAHQco1RidtF5PfzbL6/j2e3PkwlcYg1hFONZJmRuqljiiSeepHtON2EYkc1mqFarnHbKKUilkCrGQTMzOfVHzeVXzKKqb8+W5eA4Vuo3YZEIyGaztDUVzHkrZVGcccar6WhpZmJigl27djE+Mkw1islkfEQ+T1Is8uieAzz22C4+fOl5jB06SDEXMNh/iJVrVpK1PfbtP4Dr+jzwzD7K5TKu69LSlKNSC8k4HgJtKFI5U54FmRx9fX0IF6TMkAsKhLUKs0EvlmXxqX/4OybjBFmtMjw2xaEDg9RqNWpRGc+28Nw8Y2Mj9C44itNPO55SpcqKFUsZGBjg0/94LcuWzOOEE04gn88zp2OOMfBUUIslU1XIRwmBZZrgSoHrijS15HC+Vd0TUWvNvHnzmDdvHjff9Cts2+PPzn8zMlL82823sW3bPn7+8+tZs2YNPT09PPHMt8h09wIxMzMzjTNevcQsNLUY92DXyNq9jMeCBQs4tH8vQeAjFQRBwAv7+/EdGjudUopcLmeEly0tHBwYxfNtA4m7piSugxtSSmphkf7+GlJYCJmQyWSoVEosWrSEru4OqtUcmUyG3bt347ouKgoZHh5kwYIFHBweZ87cBRy1ci1TU1McOnQIz/Molcz5TErJeW99S4P2Vq1W6e/v5+DBgyaozrFwfI+p1H3q5Y5XTPnX092pP/a/P0Qul2N4eJBK1ZihnHvuudxw4020NRXwPI+zzz6bj3/843ieQ6VS4x+/8U2iao2nfnM7PgmxEuQ7FjG2fzu5tg4s7XHKn76FW3/yTXRU4uCYpjUjWdrRSrlcxm/P4FoZJmoJ81oyUJNksjba7SRKZohKRZyMjWcHRLWQRGhyfh6bGOEIitkVMLoFL8iR8R1ClVCpJHi2IKpVCAJIYhMxats2wnK46PKreM973sNV3/0eV3/jU7z7A3/P9//xf5kJ6DrIMEHZLrYdomKFm8lSih2aFh6Pm8lTKpXIZPOp14Qpc+ujXloJIQhrFW6//dcsXLiQfS/soDUXsHbt0Ty3excDQ6OsW7My5b15/MNn/443v/ktAHiex+TkJL7vk81mmZ2dZXJykpbWdlQq+4gjSXd3N5OTk5TLZYIgYGxsjHw+j+eYkAilVKMkz+fzTM1WyGQyxGEVN3VFqgcU1P+EYWjcs1IB6MjICADdPb0sW7aMTODR0tJCe3cPw8PDjI+PMzQ0RH9/f0MQmslkyOfzRGm8UsZ1UJZNNptNreJi7rvvPl796lcbSX5iQh5kHGK7PpVqiU2bbv8fcKbqaNfvfNef09Lc9hJpgec7FGfLWCgWLFjA4MAhBgYGzOTBYvHixTz99NOsXns0mzdv5pRTTmXLU5uJopCmpjzbdu7muPWvYucLz9PT0cGePbtYtWIls7Nl2ru7EHHI+e94J9/9zrc4+/V/wp5d21ly1CoODQzQ1zcfR0XMndvHyMQ4Es28nk5826YWRkzNlBmfnGJ6fIRaXCPX1E1PTw+bfnkNWis+/6Wvcec9d/Pkgw/Q29NMIjUXf+T/UK3V+MU1V7Fr9zbWHn0c8/oWsWHdUaAU45OTlBPNTLHGA3ffQj7XTC0UHL1hA8uWr2jISCzbbcj1hdCN0uywElexc8cO1q1bxzvf+U7e/953sXjZUkCT8V3CapwSbotMjo1z7fU/45RTTyLjmvPqkc62juMwMDBArrkFx/ZIZIRjew3zz8BzsBzP6JlyOVRcpVicIZ9v4uDBgxQKBcNc8Dyam5vJ5XJ4nvH1cxwH3/eNSiA2YER94ruZrNl107OTlBIctwGW7N69m0WLFhkfkSN6dEqpxsLMZDKN53Ucp0HjqvMlC/lmisViaklgEYYhbW1t/PP/y92bh8l1lmfev7PUqX3tqt731VKrtbYsWZIXYRu8JCyGEDA2ELb5nADJ8A1XvoTJ4DAZAuTLTJIhQyATYBIMZMaAF7zgRbYsyYusvSW1uqXe9+rq2tdTZ5k/3uoyZMIMQ758F0xdl/7wuWRVVfd5z/u8z3Pfv/sv/w9oVLS1tdq//TsfR1EUyuUSwWCIUqmIwyFSMRwOB0ZV1L2ypFIul/F6vfWnXbmmygbIF7I4VCfBQIC1eFyERteemOuJNSKRiLhZFK3esAgGg2RyWSzDJBgMYlSrOJ1OXC4XpVJBiHlrrWpZloX2LJdDL1WEMc/rJZfLUSxVaG1rpqGhgenpaRRFIZsVpDZNFZ/zi1/8Al/92lfweP1MTVxBVp3Isoph6GRSCVpbW7ElhWw6TTQaYXFtg1AoglPz1tnhpmnWEVtiodWCo+sLS8IwdB5/7DEOHTpAqZino7OX5aUZcZNJwh1cMark83lSqQ2MSh5ZlimVhSkmEAiQSyfweDwsLi4SCjdQLOs4VfAEguRzwjLj1mRKpRLpdBp/OIJZKaOqQiEviFEKqE4k00DXy+K8qIuGSKVcRK+a+P3+WrBB9Y0FZduYho1DtpAcwqxpWRYdHR3kM1mSmTQry2s4NIWGhgbcLu8bg+/aol1dW6a5uRnbkjBMHUUWiy0ajVKpVCgWi5w/f55CoUBbWxuRSAONjY383be++8+3qCRJ2gf8BwQf5HXbtv/lz4p4/t/BPrd3tNmf+tRvI0mCa14pVzGtan3R2JZ4emELAx/2G+zyatXENKs0NjaSz+fFFP7HwPXZbFaUJZqY8agOuV7He9w+MplMvavY2NgoSo4aI3yTkqppWv2JtykHcjqdIphO18X72gaypNaf7g0NDaTSG2KIGoyQTqdrN22eUi6PiUIo7AdLPCWdTieZTIampqYa9lhh9569XLx4EX8ghMfjw7ZtyuVyXWT8Blf8jcxg8ZmVurfKMAQbcG5mlu6eznqjo5DO0tbdSTAU4tmnnkRWbJYWV9m5ZzfrG+s0NjZx4OCN/PHn/g3bhrcwOTmJ2+2utcJLWLJCpVLB6XRiVsqkUik0jxdLr5BOZfH7/aKrhk0wGKQx2ozDKcqwRCLTPkBAAAAgAElEQVRBuVwmn8tg2RKJRIJCqUIkFCCVSuH2+qlWq/XvmkqlaGlpQVaEjd7tcVIsFpElIUvTNA3bkihVROJ90B+o/78/HoK3iYK2bbse5qeqSu13KrGxsUFDQwOP//Dpf9ZF1QykbdsuS5L0EILT97u2bd9VwzlPA0eBb/6vrtm2/VMJtUOD/fbf/c1fMjU9yZXJKVRJ5vmjz7G6tMrA0HWk0gkU1UlHUzNVw+St73g7R448j+ZykU2nMU2o2CalTAaPx00+XwDFQ2tzDKolHJqTnv4BDh++WSjTa25btyeMZesUCjlUl4ZiiF9wNpMiVyqjVywqlQrl2s3pdruRNRedraI5obnc9PT2c3X8MprbhWFUkWQHoWCQQiGHrMpg2bgcTlSHQj6fxeX1kE7lMIwqmlMlm8kTDIYE0ck0yOcLOJ1OVIfoxHV1dLORy4Es4VIclEqVehdys0w2ZRGRappvtNyNagUkCa/HRXJjjRMnTnDw4EFyuQKapqLrOn6/j0QqQzQQQHJorK2toWkaFhKpVIqmWCNOp5OmpiacTjevHH8Wu6rX/Vu2bZPP58kXShQKBVKZHLItdhvDFM0nXdfJZrOUinmCQT+SpFAul8llSygOcaYRDzZx9tx8WOimTqlUEhljzW34fD6aWxpJJTPYpkmuUKiXbk1NTUQiEQYGBpBXr6B1buPylUksyyKbzdbjbTfHK16/j42NDfRyBduGUCiEx+NBlmXy5QJHj5z452up27a9+mP/WQWG+dkQz/9b2OdiucrYVILLV1bZf9NdzM/O8cGPHyKVShGMeHnp2GlGd+5gaXmOkNdPruom2jOK26kxEAjw9JOP49BU1tMm23p6OHfuOZzBIL/7+5/hDz/7/xDweJmbm+PIcz/C7dQAGWRxMF5ZW6NSLPPQd7/DBz/4QRYXl4hFm9lIrtHc0sFGIk6pWEFRbRSni5ZYO6l0kq7OVrZv30Yxl2DHjh1ItoVlVGnt7ObixYt4nDa6XuL06dMUiyXOnTuHw6HSPziAZTvxuGWKmXWx43l83POu9/LI976LaVSQkHGHojQ2dZFYm2fX6I1UdINcroAlizghqfbEdTodOJAxZCF0FZ00o76rbmxsoMgSzz77DO9///u5eGmcHTt38a1vfYutQ/2odpW1jSTFYpFDh27i8pVx1paXia+u0RAO4fW6mZ66ylo8jqKohMMuJEnBMoWz2h8IYVd1cnoZp6LWybmaphGLxcTvMBisJ3tsltFlw0SqWUJUVaufpZLJBJcvX2Z2dpZAIERTUxOFYhGPx4PbpaG7VGxbIeB3k3A5CAbFuWhmZoY9o/t48POP09J8EtX/xixq0zXtdDrRNCfnz18gGo3S29uLy+Uin89TKhXF7pnP/0yL56e9fuYzlSRJ24E/Bh4CArZt/5UkSf3A79cWzf/ymm3bH/oH/2Yd+xyORPZ89gtfYm5+mb6+PtbW1vjCl77EJz7xCVy1+vjKlStUylXe/va3k0wmcblcXL16jYaGCJGGEGNjY7z7Xb/GUz96mrbWDlRVJZEQXIpz586xbds2xsfH6e/vrwtOZ+fm2Llzp+gEOp3k83kikQhXrlxh167dmKbBHXfcwUMPPUQkEuHq1av09HYxvxQnFothGSbpTJJoLIhb8WJaZXC4WV1ZIZ/JEGts4OUTr3HL4YN0tLRx6vRJTr12kne9+16e/dEP6ezoYGZ2nLWlBSRbYWF2jsamGP/xP/012YrEH/zuv2RkZIS3vfNdaJrGyy+/zL49o1gSzE5Ns337dkzzjaq6VKrUKLtiWO7z+ZieuEzA70JSVBKpLLt3badQrDB++TJbBrt49gXB2Tty5Ahvuu12GhoaRIiCXcbjdmIj4n+KxQJVw8aoltEUG1XRUBxCd5fJpCiXy+iViiBD1Upzj8dDJBKpNyJ8Pl+9Szc7O0smkyEWE7x8j8eD1+ulWq2SSqVIpDPs33+9KPtrOb5Vs1ov59I1W1BZf8MG81++9DXWK0Xi2QJ/+qefI5fZoFjIcfz4cZLJJM3NrcgujYDbTy6XI55MEQ6G6kFztm2TSCQ4f2H8n7dRIUlSBHgEeDewBxi2bftLkiTtBu4Dnv9Zrtm2/amf9h5tHZ32pz7zIGfOnCGfz7NlyxYaGhro6Oigp6eHv/3bvyWXyzE8PMz+fQe4du0ar732GkNDQwwPD5PLZ0jE1+nt7cXpVlldTTA/t0gul6tTSa9cuYIsy8TX1giFAtx4440cPXqUxqYWZmanCIcaaG9v5/nnn6erq4vh4WGuXLlCKCQw8MmkAGi6XC5aWlrqg+pQKFQ77Kfo6+1m8tpVNE3D7/cTCASYmpqiq7MVVREzH01y0DfYx8XLl5iYmKC5JUq5XKZQKIiozGee484776zJb6KMjY0RCAQIh8Pkcjn8fh+p9QS7du1idXUVTdMwDDE4LpVKlMtlPB4PFy6c49ZbbyWd2uDVF16ktbsRp6Zx5MgR3vrWt/Jfvv6XNHcO09zczMGDB1ldXUc3DS5eGGP7yFYCfo2nnngSy7LYufsWHJrgTFiWxaFDhzh+9LnaGUVHq1GfzKqB4tLq3T6h23TWTZ+6rlMqizOoQ5UJhUKEw0Hcbi9LS0u43W5aW1trM0uZy5MTeNwB3Bo0Nzfj84mybX5+nlypjMvlIpVKEQgEMAyDnTtGeeCB/5tyKcf7P/BeDt2wh2q1SqlUQlVVNE2rl62bVg/blrAwOXfmPAMDA5RKJf7N5/7kn6/8kyRJBb4F/CvbtlclSXod+E3gS/wk4vlnufZTX7IsUyrleOtb76Jc1oXuTHMxOztLoVAgGo3S2tpKU1MTc/MzFPQyPYP95HI5VldXGb9yibf+yq/y1FNPoThUyiURN5lMJkmlUsiyzNTUFFu2bKFQKLBjxwjf+MY3SKWzaNplMtkUDoeD0dFRQqEQw8PDQiplWUxNTaHrOu973/tYi6/wysuvkc/nSafTDG/bAlgUS3kGB/oYHR1l7NJFPB4PmqbVF4qhV5iZmaNcLtPb3cOFi2NkMhnW19fxB9zEYjGKxSKlQpEbbriBsbEx+vr6qFarBAKBenNElmUUyYEvFGRmYb72Hrl6JxBEA0VRFLZt286VK5Pous7TR49wCzfzgd+4ny//5Ve56XCJydkN7v/I3QRCQd7za+/gP/6nv6KULDA6MoCJwbkLi/T39/GVr3yFsbExDhw4wNraKh/7F7/JiRMn6Ojo49VXX+Cmm25ieXkZy7IpVnQS80tMTk7R1dVBW1sbul5G1/U669DpdBAMeOqft1KpoCgOotEoxWKReDxem7eZ+Hw+ctkChWwFXTdoaoph1qJPtUoFyTREt7TWET158iS4NVxo3HRwbz2Qe355TZgla53gxkbxXslkkmAwTF9fD4cOHRASuPI/bfj7sygqfg3YC3yp9kP4PQT6+X+KeP7Hrv3P3iRfyOOuTe/j8VVisRjPP/cc77zn1zEMg0gojKqqLC8u0d/fz3PPfJ+PfOQjXJucRMIiFAhy8uRJ2tvbKZVKOJtcrCyvsXPvnvqNqczNsJFNs++G6wlHotxxxx0EQxGuzs8yOzvLtq1byebz2I4kliIO6j6/h/e8990cOXKEV149QbFcZm5ujlR6gzfdcpjxcQHXL5bLzE7PsJFKkskIxJYiO9A0jVOnTlGpVDh04CA7d20jlUrxgx/8gAsXJrjl8E1k0xlGrttKLBTh+PHj3HjjjRw4cIC5uTl0XSeZTBIIBISmD3EmKRfL+INCi6e43JR0HY/mBFUB26ZqW1Rti1JVR1EV/vDzf8LLL7/ME88d5/ZfuYfZpXV+/7P/jnPnx5BlB488/hRXrlzh8M238Nd//Tc8/fTTVE0RsdPT1Y9DheePHucv/9Nf8fk//hySpTI5OYlk6bQ0NlO1RJc0Foty4sRxxsbGUBS4fH4MQ7IoFAp85jP/mpWVZQqFgog6lZw88czT3H7rzeQyScyaSNi2DSRF5CB7VRVfo7PexdsMxUOWcHncSDiw9CqJdAZJsmlubMIqVfjT//ePKBsmbqcbTdMIh0Xms2SJ7ujysrjHhoa2iFFGJsfE5CSBcKRemfy8r1+YOVWsudm+78MfZXh4GMuyWFtbI51O09TURCqVoqu7n3A4zJkzZ2hubq5v4S6XC1UW3aSuri6WlpY4cOgg165Os7C6TDgcppjPIddmRA5FpVqu0NQco1wuc3bsYj3/NRgM8sorrzA6Oko8Hsfr9SKbNjt27ODhhx8m2tJEW1MjmsPFk8/+iFtvvZVUKsXy8jJ+l4eGaJhUKsW2nbt44YUXxEE9HKodgkv09/eTyWRIJ1NkshtEG1rZSCWIRqN1FHFDQwOWYdLV0YmmwvDwMB6Pp8amKNdEwILJEYmGRBSpqpDMpGkMhlnfSOL1+kUUqyV262AwyPLyMh//+Mf5rd/6rbpmsru7m1OnTqE5VYaHhwkGhc3m6uQUiUSChmiYbcO7uHjxPA6HA7/fL9rmTpXejq464uvkayfANrkycQksHU1VKVcMJCyy2Qy/+pa3EGtqxqoBQi3L4vd+73PceedhqqUCa2tr/P6//gNh3zAMLLOEaUh8/4dPsGNkOy1tLWDVVPiSXafkYtUC6hQJVRbDXQub3/29P+Xf/eEn66kquVwOWXNimibpdJbezg5KpRLT8wvk83kUbPy+mhMa0Sz50pf+4pd/+NvT12+/6977aGxuoru7m1KphN/vZ319vRbBolCqiLOCbds0NTXx8ssv43Q6mZma5v777yeTzTM/P8+hQ4f46le/ysFbbmJ9fZ1kMsnhw4e5Nj6B1+slm80SaxRAzbvf9nauXLlSL5mq1WrdkZrP59ELJZwuB4l0RhCZsllkxUHFMkgkEqRSKW6++WbiSyu43Fr9F7i4uEhfTzez09Ps3buXS+PjDAwM8MzTTxNriDI4OMiFCxdoaWtleXmZpqYmslnB+/Z6vdz3vl/n85//PKFQiN0jOygWi6QyBfr6+jDKpbqdwe124tDeSKe3zBqmzKGQL4qmy+XLIp5oamqKpqbmWj7TGjt27OC1117j7e94K/G1BOvr6zz66KMMDAyIkG+HC4cmfFHlko7T6cQwDLw+N4VCgeaGGLmyGABvauwmJia4rr8PCYFAmF+ap1LK4ZBlsql12GSwWwbT167yyd/5HbxOgb0OBoP85m9+nDvvfAuqQ2Z6eppPf/rTpFIbAismKRhIPP7E09x996+STW6IBaapdZt8tVolGGqmUk5TLArxgG3adTVFuazXdYaGYaBpGrOLSzQ0NNDZ2oLT68O2TT784U/83ItKefDBB/8/XBo//+tz//ZzD37kgQfI58VUf2ZmBr/fz8WxKywvrdLX18drr75GT28vuVwO2xYDxVAoRKwxRkd7OxfHLjA1fY3V1RVuuulmNNWBbVq0NbdQyhfE4TaXo6mpicWlBVZX4jicWj1c+8KFCywtLdHT3snGeoL52WmWV5YY2baDTCpNIi4GoktLSywuL9HV1SUsBMUCrW2t5LJZstksUzOzLC8vUy2Ls0RVN1lfX8OhitnQb3zwN/jWt77F6bMn6e/vJRSKsLGxUVdl6OUK3/72tzBNk0gkQl9PP8hi2OvxeNBcLnK5NDY2HckT7L78bxma/jqta8+xXgS7cSulUgVVcSBLEulMhpHhHSiqeGi0tbURCPg5evSlmm5Po1QUredNtUmlUqatvZXx8XFyuRxdXZ2srq4xMNjHxoaIEjKrBm+56046OzuZmJjg4sWLtLW10d7ZSVmvsJFO0RCN4vL4sWSVvv4h8sUyg4NbcWgeLFnixZeOsxRPcWX8Cs8ffZGGSISdO0e4btswe/ftQ1M0Pv3p30PXK7z++uvcfustbNsyiEIZv8dJa3s3D33nBzhkCPgD2JZNNruBoVdxaCInzOl04vK4KFfKdLS3IUk2wWCAsC9AsVzE6/GDJJHJ5cmlkqQ2krx0/NWVBx988Gs/z738C6NS39Ro+Xw+Tp8+zbZt24jH44zu3YlhSnz7O9/h3ve8lzPnztLT00M+n+f48ePcfffdTExMIEkSC0uLRCIRhga3kE6n62pk27YplUq0tbXxyKPfR1El+vv7uW5wC6+dPEk2m+XM2Hk++9nP8swTTzE/P49hGKiKxtYt2wSOzOtlcnKSffv2kUqlkDSVs2fPcmjfDTz88MPYmBSLRe6//34ujl1mz549VAp5JElicKCHcqmA1y0+z8uvHmPvvt38zqc+wcc+9jHedPgwF86fo6enh3g8zuDgICMjIxSLRayqRKkitG0dHR11NYM/2EBX8ijbZv8KtUaTdZfjHIj/LRPRBtJdb8HQLWHHqFrki2JIurS0JErkAwf4zGc+Q7lcZn0twZkzZ1hdXSUajdVby9VqlaGhIWKxGGtrawSCPhYXFzFNk/jyEs8+8zwVo8qenbu4cPos140M1xsNAD6fj0AgQDabFWWWw0FXTx/ZfB6XP8ANB2/B5XKRTCY5f/YcTc3dvPrqKzheO4/n1AXKVZ3bbruNj370w4TDYRSXytj4JJcujLG8vMz/9cBHKGUT3PuuN+NyakioPPLMUVbja9x9x+3IEuLsJosBvNctxMGbypOKYdDS0lwLE1Qpl3XRLCqV/kn38i/MTvVnf/7nD15/4CBut5tQKEQymSSbK3Fh7BJTU1Pcc889nDl7ht7eXlZWVpBlmUKhQDgsGhiDg4OcO3eOwcFBJElw4kqlUn1B/OAHP6CpqYmOzvZ6HKXL5ebFF1/krrvuYn0tzsLsHOPj4xw4cIDp6Wm6u7splvIEgwGuTIzT0trMwuI8kzPTSIbFr9x1N+Pj44RCIYaGrqO1tQWAUCiIIr1hf1hdWSWXE+i0Y8eOoCoK+Xwer8eDoiiMjY2xf/9+2tvba4foZUZHR3n11VcZ3rINGYuO9hZcDg1ZtlAVCZfTwbazf4DL+slBpWyb+DITLHe/E3/AR2NTDL1aoaerD4csE4qEaz8jIf+6dOkSXo+XhoYGRveOcvToUXS9UjN/6oTDYYFPMwzK5TJNTU1UKhXe+iu/QkdnO5FwiKqh43Co4jvXHmKpVIpQwE86laKq63jcwtioqSqlYpF0JkM4FMYwTAKBIPH1dXp6+9kzej0ry3HKhsSNt9zCydPnWE8k6enrxa4aeN1O+vq66R8a5Pd+/w9Yj8fZv28vYKCqMlsHe9i3e4S/+pvvMr+4wlB/D6YpHnjVarXe5t8U84p4V51gMIhtWzidGr6Al8d/+MzPvVP9wiyqr37taw/eePhNLC0tsbq6ys4duylXRPzkm9/8FpaXl4SQMp9nx44dzMzM0BCJkUoneeWVV4jH42QyGUZ37yGdziBJEnNzc/XZSGNjI7HWZpYXlpifW0BzONF1nfvvv5/vfve7DA4O1hdssYZ0tm0br8fHyMh2Hn30MbxeH+FQBEuCjrZ2/uIv/oL29nZ6e3txOBy4PS4mJibEZ2tooKWlhWKxyNYtW2vA/QXa21sJBho4d/YCd9zxZpaWRTOlr6+PxcVFXC4XTqeTS5cusbCwQFNjCxImzzzzDKfPnEaSJBobG9FUJ32TX/nH6MyoZpGHVnoAmJubY3Fxka989ctcuHiRjY0Ndu7cSSAgMNcej4diocjKygp//1+/SyQSYWFhkaWlJQIBPxMTE3Xhcnd3t0AHpNOUiwUURWHq6iSlcoXJyUlisRiz01O0tbTU7e/lcploNFpnacg11USssRGf308hn2dycpKhoSEKhQJut5tAMMDi0hLYUCyWsCWF+EaS73z3vzLUN4BhVvG4nLz5ttuJRqP86Jln2b1bDOpVScGWDG45tI+SbvHiK6+z7bpBHIqCoqp1a8nmq1KLmS0U8pRKohFU1Ms888zRX/7yr1AQPPS5uTk62nuYmZkjlUlz4OANzM3O8fKJV3nnu97Bt7/9bWzbZmZmhre8+U5WV1fp7++ntbWVG264AbfXQ2V5Cdu2mZub4+abb+b48eNomkYikWBwcJBSqcSZM2eIRCJ86UtfoqOjA10XB/GOjg46OjoIBoNcu3aNeDzOoUOH6OrqIhAO0dbdyaVLl1iZX+Tee+/l6NGj9YHi5fGLtLe3EwgEallbr3Lo0CEmJyfJZrMEAgFcbtGles973sPK6iqpVKoODD1+/Dh+v5/vfOc7fOhDH6K5uZnZhSmuTQqVwuzsLPl8no6ODh599FEGm9zEHP9jqZIwPJw5c4a77rqLF158nrX4Ch/60Idoa+3A7w+wsLCALMs8+OCDOByOeh6vJInuXHt7O319vbXOYQlnLbn9Rz/6Ec3NzYTDYUzTZGZmhp6eHtLpNLt372Z6eprR0VFWVlbo6OjANE0SiQSGrlOpMRWz+Tx9AwMsLSxwdWKCjo4OhoaGcDgcjI+P09bWRqVSYWRkmEqlgm5UyeYLLC0t0dLRiW6blDdKNcG0EEWHw2F0vYxpVkUguiJjGHmu33MdY5euMLuyTkdjGBDVgyzL6HoV2xYu8k1MgCQJK4xdMv9J9/IvzE71hS9+8cHb7rwLRXHy8H97mP0HbmB8fJxischTTz+J1+vB4XDUAfMHDx5kbnaGYChAc3Mzp06doqmpidnZWeKJBNPXZnC5XFQqFfbv308mn2Hfvr2cOXOanp5uEehcFYLW/fv3MTc3SzKX5fL4JW6/7Xb+28N/T19fP/lCloA/iOZUKZaKZDNp1lbWOHToEGfPniWZSuAL+qkaVWRJ4pOf/CRnz55lZmaGWCxGOp3mysQEpXIZVVFZWFjC43Hxo2eeJBqLkU6lhJRoehqXy8XS0hK7du3ixRdfrHH+TA7uvwFd1/nYxz7Gu971LsbGxuju7gZfjJb8BRSs+s/RlJ389coQFxMWjz32KPPz8yQScVRV4fTp14lGG3nhhRd4/fWT5AtZ+gf6CAT9dHa243JprK8nqFZ1Yo0NqKpSlzqlUikRsKaqaGqNIFWpsL6+RrlYJJfN0NnRhdPpYSObwVHbpSqVCh6vl2pt+BsIBkkmk1w4fx5FURgaGmJubo6ZmRlGR0dJJBKcPn2aoaHrwLIIRyJYlklfbx8H9+1G18s0N4UIBgOosozH46SvtwfDMFFVGafLg0NWkRWZV85Mk06naQwHCAf9OD1uZNtGdThwOFRUVQQT+Hy+OvDU6/ViWTZPPPXcL/9OpWlOgsEGXn/9LB/9Fx/jsccew+v1itjJ/ftZW1ujUCjw6quv4vf7uX50L0dXV5i8dpUbb7yR66+/Hq/Xy8LSEplMhve8717OnT5DU1MTFyfG6erp5cr0DNOz8ywvrdLW1kZfXx87d20HW+blE69ycewUvX3dvHj0CKnUOseOH6WxsZGXjr3I+sZG3RBnmibf+9738Hq9DAwMYFar5IpFPv7xj9c1bocPH+bkyZN13sPtt9/Olcvj3HPP2zGtKrv37ORrX/taPZ0Q4K677iISiWCaJl1dXTQ2NnLs2DGeO/oCFy9e5NirL+NxOMkXhN1d13Xet22Q+2LXaHTqrFed/NnlCC8XnIyMDNHa2sqLL75IMpkhHk8wNzdHpfIojY2NrK7l6enpoVQqEQ6H6+3l+ekptm3bRiknDvQBj5tcRjR9NruklUoFWVVxu7z4wxGy2SzpdJrpxUWmayOEZDJZH7pvqtTdbjfT166RzWbp6+tjYWGBVCaDw+EgFotx9OhR/H4/O3aMMH3tKtlslq7+XiqVCl1tEYxKke6OFpwODUmuNSEcgCXGCQqq8GxZCn/7vWcxTZO3HL4RGXF+kpGoWhYOy8RAqnvRSqUShmECdk0I7Pwn3cu/MHOqto4O+78+KgKO5xcXiMfjJBIJ3G63IPl4fbi9HmINUcGTcGq84x3vwOPxkEqlUFWV733ve+zdt49QIIBDddLY2Eg2m6WQz7KwNE+4IcZTTzzBjh07uHTpEg0NDRw6dAivV+jOVlZW0HWdEydO0Nvby/LyMi0tLbzpTW+itbWVH/7whxTzBXSjSrmcp7OzlxMnThCNRpmcnERzSKyubdDU1EQ0GiUSidDS0sLJkydxaU42NjbYunUrVaNENBoFIJ1Oc/r0abZv304hLSwKU/Oz3HbbbZRKJTbWE1jYrC+LsUKxlKNYFGrq7u5OVldX8XsFH6+5tY1EIkFHRwdXr14lFArR0tKCruvMzs7WRwDf//736enqZGDoOtHllCUCoTCZTIbJS+Ps2LGDii4eDk6nk4ppUSqViMVibGxsUC2WkZ3CdezzCT/aj4NiqtUqwWAQybbQVBW7pkz3ut31eZbf7yefz9caBDYvvfQSfr8XgOHhEQIBDw67SqWUpVrRaW9rwZYs2tvb0StlSuWKSJbUJARNQOaJZ46jy04KmRQ33XQIqiXCwSBGzQmsF0sUSkWC4bCYX9WG14WCwJiVSqKB4fF4+OgDn/7lH/4OXXedfc/77ufxR57EE/AxODhIpVIR54rZWXq7e2hra8PlcmFZFqurq0xPTxMKhcjlchw4cIBUKsWVK1cAaG9vr+ObdV1ncnKSa9NTtLa28ra3vY0f/vCHrK6u0tPVXT83pbMZxsfH2b59Ow899BA333wzx44dY/v27cRiMc6fP8+tt97KI488wn333cfJkydpaWlhfX2dlZUV+vu7SaVS9PdfV5PGhHnqqadoa2vj9ltvY319nfPnzzN0nUj8e/bZZ4lGo+zYsYON9QRuTZgUV1dX6ezsZHFlmVQmjd/rIxwIYpombe3NlEolxsbGaG9t4dixYwwMDIiGQz7Pcnyd4eFh0V30ejFNk46OjjojfnBwkInxyxiWIFR5vV7SqSxOlzi8R6PRWpaTGLQvLq/g9/trDugSwWCQRCKBoig0NzcL7WJtSL8JcQn6faytJ+pnL8uoChpWOIymCbHt6uoqjY2N9cTHhnCISDiAbVbIZdNEQkGCPiedXR1UdBOzaqA6JAwTHIqMYdk0NFEBuYUAACAASURBVIR57cxFnnzmKLIs097WyvW7d6BiozrFopEUGVdt59m0gDgcDiEAiMVQVZVUKv0TD+dwOMx9H/ytX35EWalSobevj4898GGmZxbo7e3l9ddfR9M02lvbuH7/Pr790H8hFAoxOjrK5OQkd951O8ViEQmFxx57jDvvup2tw4NgiyFpuVzm69/8BoP9Q6ytrXD41ltQFCFXKpfL7N27l+PHXqa1tZWyXqGtra0uo/nkJz+Jx+MhGAwSiUQoFAocPnyYarXKu9/9bh5++GE6Ojro7Oykt7eXxYUZjh49ygMPPEBTUxNPPvUsxWKWj3z4A1w4f5nV1VUW5qcZ2TJIqWLy4vPHaI61MTs9SUu0EZ/Px+zsLGfOnOH66/cSiYTZ2Eigay7CgSATk5cZHR3l1KlTVKtV1tfXkbGJxWJcvHiR1tZWwsFgfczQ3t7OSy+9RFdXF4ZhMD09zeLiYr0b6nA43hCiGmKBtba2kk6nhb/L66NULtPcLBax0+msn5EaY81sJNcpFAr4fL66+iUSiRCPx8UYw+2iXCwQa2gQM67auXFtbY073nw7mcQyLQ1uKhWJkrtKV1uQjrZWisUy0IzH60aWFCzLRMLE5XZQMmBi6hqXJhaoVivcdOMBujq6ue/dYvG6XE4kSWZmZpqhoaG6pd6yLOI1rILb7a59HxepVJpkMlkfG7hcgqOYSv3TEGW/MDtVIBy2P/fFPyGTyfDgv36QP/x3f0g4HCYQCPDwww9z6623IssyTz35LHf/ylvqLDq/38+Dn/0cf/2fv0omIYx2qtvJI488IkqossH5sxewbZMDh/YxNzfHs8++wAMPfBSA733vUe655x6cTifHjh0jFAoRj8f59V//dY4cOcL111/PE088wb3veS9TMwJlhmUTaQiwPLfA888/j8/j5wO/8X4mpq8xNzfH2toawWCQ4eFhUqkUra2tREJhvv1332Lbtm20tbUxNTXFnuv3El9ZpVgs0tbWhiRJfPvb3+aGQwfxBwP0dXbz/e9/j2QyycjICLquE4vF0Ku1NBNVEbaSnl7GxsYIh8P1ziiWTWd3Vx20sonGnpiYIJvN4nK52LVrF/F4nPiaMFmeOnUKG1H+FItF/H4/CwsLdHV1EYlESCUzYnfzeLAw6/gygI2NDUZGRpgYv4xDUQgEAkiSxNmzp7n5wCjFUp58KsOW6wYIhQN1LIBlApJV91htmglVWWJxJcH0UoKVlWVkRaOQjvOut74VRZXJlUq1xexDVd9okQuoi1zjiLiolsqiCaEJv5au61SrBpOTk3R3d9fhOZuNCqUmr3r3/R/95S//Gpub7T/4/BdYW11leXmZA3v3MTU1xa5du5ibm8MfCnL1ygR33vVmXnv1FA6Pi2g0yte//nVCoRAjIyOsr69zyy23cOrUKcYvXyUQCHDTTTfx6KOPcvDgQV548Vmam5u5fGmSO+64g2gshM8fJhQK8eSTT7KxscHhm2/BtIXdo7e3l4DPz9WrV2loaODkyZPE43GaW0TJduzYMQ4cOMDF8+Ncnb7CDTfcIOZhsRhTU1OcPn2aSCRCa2sriiRTqpTF7KmpCUmS2LV1hIWlRY4cOcKePXuYmZlBURRuuOEGent7KRQKNDQ0kE6nmZqawrIsYrEo8fVVFhcXKRQKbN++ndVVMVxub29ncnKyTgUaGhqqD9Lb27rqHqKpqSk6OtrxeIQhsFrVa3bzck1DZ5DNpSkUCgwMDFDVTSRJZ3Fhmfb2ThQbpqan6e7rZnpmkp3btlIp6WRT6/zar91DIRMX4lhTQGhcmhPTtlAklWq1QqVqYJhmzcaiMrUU5+Llq0iSTayhEWyDkeGhOtZZURR0vYKiiCrC5XLVrum4vW4MvVrjcgggz+YCwbJQJJmNTBq/V5zXnE4ncq0asW0oFAr1ndgwDNyqxpWpKf70z/8PoClpLre9fd8BvG4Po6PX0xAN8s1vfpO9o/sYGd7Ol7/8ZT74/ns5f/48v/br7+WPPv/H7Nq1S/DoQiGGtw0xMjLCH/3RH+F2+fnABz7AQw89xJ69O0kms/zge9/n/e9/P/HEOi6Xi8nJSQYHe9mxYw/PPfccqqrS39tHS0sLV6eu0dPTQ0NDg7A3SBJup4uuri6q1SrXpq4wOjrK8ePHSSQS9PddR6GYoauri0y6wPHjx1EUheu29OPUBOGnv7+fRx99lEM37qdYLFLIV2q7TpGZmRmuXr1KLBZj9+7daJLChQsXcDhU3nTrLfz9dx/m+uuvZ3Z2Fr/fT3IjLrpZqlBmtLe3c+rUKfr6ekgm07S0tNTBM4rsIJlKYBoiv9DjFGrtnTt3srgwRyqdpVAysM0K+XwOh6pSqZQI+QO43DLpVJKd1/UTCnnweV2UyhWwbKqmUQfhhEICjS06ozoggW2BJIOtshRPsrJeZD2xRLVaxePyks2lueuuO8mnErgcGiW9iGUJ14FhVHF53DhqpbqqKiiKWrfjK4pCOp0mFAohqzJ6uYKkyKiyUgffrK6uMjAwgKaqWGaFVLaIr8b9UyTQLbvOwigWS7x28gyt7Z2Ypsj5+sIX//SXf1GFIhF7y649fOpTn2J5Kc758+eJRqNMTU3xwAMP8IlPfILm5mbe8573YNs2ExMTBINBwuEw8XicphZR+1dKZQKBAF//5je4/fbbGR0dZXx8nPnZORqbhY2ks7OTQqFAV2cP3/7Ot4g1NYk09XicN910M+sbifp85hvf+AaHDh3CNi1eeukldu3aRV9fH5at09/fz8rKCn5fmHPnT7Fnzx7GLoxz+fJltm3bxvNHfsQDDwhA6NS1OcG3K+d44YUXuPfee/n+97/PO97xDkzT5PHHH+dtb3sbS0tLWBXRPVNUeOaZZ1AVZ906rigKu3ZvZ2FhgaWFZdweD+VqFQubrYP9nDtzlrauboxihnDAj1O1CYeDjO7ehcftoFoogKFTtgyqpgxSlWKxjNvtFjBLvYqMULoblthNZBSQRaavIqko2KQLBabnVpleWGZ2dpVQUxPVUp7GaBQFk4OH9qNKoKjigVQqiUWzCck0TZPGxhgLM7M0NDUCErIs1bOfQ6EQsqzUu3LZbK5u0xfDWx3LEmbFzbPQJuvP6XBg2iK+VdNUgWKr6kzPztLW3IrToVEwKlRrPA/bFiqPyak5fAFBgPriF/79L3+jQlVV3vve93Li+GssLi7S0dHG0tISr7/+OtFolEAgwOXLl7Esi8nJSRobo6yuLYuJekOEkydPCvnS3CwbGxtEo1Hm5+fxeDw8+eSTvONtb2dq/hpLiwm2bNlCMV/gq1/9Kh/68H089eTzjI6OsrwS58LlcTAUrly5wFvuvgtZc9LY3snYpYv4QkEmr07T2d1BS1sHV69Ns7GxQbk8zf79+/jbb/4dLpfG1uuGmJq4jKq4SC2vEh7oJ+B28PyR5/BoTka3DzN2+iR9rQ2cOf4SLge845b9OCvr3DjSRcWooEoyhl5l64ffiSTZAuxiWJiSgWFaXNfhIRS4nkpJZPbGYjFM2+KmXT2YZhUJG4esYElgI6FXclTKNpZpIFk2DpeTalm0yV3uKk/86CVSmRy6aWNgI5sKyfU4A8NbMCoFJLPC/tE9yA6wbRPZ4aatKUZbU4zD+/dQMY26jd/t9qAoIj/KtmQ28gU0Tdjts9kszc2tgCWw0j4vpVKJ5uZmVCQymYzwwBVLqKpCPi8wdR6PR3i3Tp7k9ttvI5/P16GYdat+jf1YNS2qVR1FkigWTM5fvERLayuW5GIxkcbQq/UxgMPhwDIMZFUlGAzSP9hXd1n/vK9fmJ0q3BC1v/yf/4bnn3uByatXuOeee8hlCzg0hdnZWVZWVqhUKvT1DtHU3MArL7/Gb//2v2RhYQFVc/DNb36TgYEBvF4vjz/+OLt27eK+++5jY2MDn8fL2bNn6e/vZ3XiZdpbG6gatlAGyAodba11mIht21g1RZ0k2UiSUDlXq1Uq5SpGrUTZ9F4B2JawbBtVC5dbq6OYZVn4nBRVRcKq2cCddUkUkgNVseupiBYmhgVORa51rUCvGGiqA92o4gsHkRUHpVKZjUSKqZkFLo2Pk81mSGdTuJxeSlWQkUCW8Hm8eN0OYh3NbOnto6e9ifWNDeyyjsvloWJUhIK/rKM5xBNb13WcqgNF20y8N1FVRVQDTU3ic1o2i4sLbBkQwtyKaWDbUC6XMQyjjk7b/JmKgHJ3/efrdrvJZDJ1Dp8qqWhuB0ZJ59rMNUZ27BD+NktCViTKRvWNJoas1LFnurV580vkCyVCDRFyuRyaomEaZZGRpQjo6cuvnmTL8FYxbJcE5KW5uVko8hGu5avXZuo+tf/w7//jL3/5F21ssv/oT/4Djz32GAcO7ufatWv4vCEGBvoYHOrn7Nmz5HJZKhVxYD58+DC9fd0cfellysUSFy5c5NO/+68Yu3CJil6iWCzS2dFNsZTFysdxK0VsQ8btdCE7JByaRkMkRNmo4ne6SaVS2Fi4PTXqraLy2vkpTp+7WPcYbTpTQwG/gD8WCqAKveDS0hKWLDpXDbGoqPkDIs/J5XGRXFunqamJ6elp/H4/uWyWnp4O1jMZvIqEqspUy2X6ezsZGuwXcyaXF9s2MXQBLjEcopTRFJVKOVcfuAp7uY3fG0Cu3WilUoVKbZApyiqb82PnGRkZQZFEWSXLErlcDkkR1ohNnLJZ0ZEcKg5FYWFpmWhUpK0sLi4SCoV/InRg8wyzGQCwaXtfW1urR/JIkngwdnd3isSVWpPCMARGDeDUqVPs2rUL27ZqjRYdpyycvHOLC7S3d9bMqhI/euEF9ozuxbJNFElQiTftHLlcjpaWlnoUT6U2JMe0kFQHKmJxVioVvF4v16ZmkFWNSrWKLEtEIw2cPPk63/jmt375F1VDNGr/+z/7S4rlEiVD5+rVq2zZsoXFhWUam6IszM2zvpFgenqanu4+Dt14gGwmT3+/oCRZlkE6sU5HdxfIEJ+7SnPIgaapOJ3uWuSOQkdnG0W9ImzpSFQlG8W0kSWLUCiA09fM48++yvzcMoOD7Zw6+TJvue12LMvEMHXAojEUwJZkNM1BLpenUDGwAUVyYNsWfo9Wf7JuHqxzhQwOh4ZpGsiyTDFfri2KKk6nG00RiRObod6bNKJyuYRWs4L7fD7MSoWyISwMliVAn2JXsJFlCZemIf0YhVXQaFXm5+cpl8u0NLaQyqYYGBjAskxM08LlEmc2p8OBVCunNlUPpmnhkMXOdebMGdrb21AUlWQyiWVZdHZ2ksvliEajYnfV9fr3FiWh+B6b56HNks22JYxKmUK5JFrdJQNLsihWTDKZLItLK3T3dKI5ZFyqgiRr2JJErpDH7XazsbGBw6HVd0TbtojFYnUCrWUZtfNYiVyuUDsbStiYqJLojnZ1tteD5X78Zds27//Qz+/8/XmxzxngbO2v3GPbdlKSpPcBvwUkgXtt287+Y9d+2vu0tbbYH/yND9HR08tyKo9PlZheXKGcKbJ1uJ/JyQmGhq7j9TOnGdm+k9nZeQxLPKWvH92LIlu8fvwEA60+oo0NSFgoDgG/j4Sj9bmIbdsgWZvfDZfLxfT8HJfnk6wubuD3++juaSfoc9IciyJb1ZqCGUBC1yuomrBom7ZJ0C/ifGTNST5fxFHzYojUP2F6S6RzdLW1UqoauFxavYvldLrFzV/VSaQztDY2/MQZIRYT5KBMJlP/ZTtrTuVNHLWuV0lmC2i1xHrTFOeFnp5u4RcyqiiSIihUc3MA9TR3WZbraGRN0wgERJDAJgJ7bm5eMDOsN0LlNktVRXFg2+ZPcN0BwcH3+sROqDmoVHQKhQLFYrkeEjA5OUljS23nkUTzwuFwgK2gOmT0apWZmRkaGxvrMySp9v1bm5sFXluWxYPFlurW+LGxsXqJKsticLxpszdNk1Ixz7aREVTbqi8kcX6y6rSnYrGMrDj4zU/8q/9fsc9fAL5i2/ahH/s7DuAIcBh4J9CJoCf9xDXbtv/kp71Pb3en/bk/+G3xZS0hL9lkv6XTaeF7kSRkWaNqWpRKFaxKBb/PTTgcJpsvABbhiICXtLS01J/W2DKyIhaRrDmQLQGxf/TIcbJFGY8meHAH9+6hXEiLkgWjzinP5XI1RbP7J1BhhYqOZVFLBVTQdQOHBA7NhW0ZyDIUi2UMJKLRKOvxJB6Pu26Y+/Fzh9vtxu1UCPj9JNaEc1Z1qpQNE1lWcSrikB+Px4lGo+i6TlNTU92IuRl5synjKpVKNTNmhkgkQrlc/gnW+ibv3bIsTAlcqiiJNjFimwtp84atz34AWVYplkoEQ35W19JspFKk0llsS6mlVWpUq8KnlElvcPOBvbXdRKqX0AYSxUKFdKaWuKEqODWV1157jbvuvrv+GTb1ebIsc/HiRQHorM2mZCR8Ph+NkXB9oZmmaMdbhvidVEzq37NarVItl5AlSdBxLZuKadXlSUB9p/tn7f79I9hnE9giSdIx4AQCWTYAjNm2bUiS9Bzw18AT/8i1n/qS5TeyihSHRjKVEKEAuoltiR1lk9FQLBYJB0TnRnOIm6jZ563l4YJTc2OYNrKkojrUml1arn0fJ8++fB5XwE86Dy7ZZv/OfkKBIKVSRhBZbYuGhgaSyWQ9tGAzAXBzUZVKFRJpcdjenJUtr8UZ6OtHNStikKqKm7JSKpNKZutKb1VVfmy6X+XkyZPceOON6IZCKp1F0Rx1UEnQEyCdzeCLCd1cU1MTpil23aWlJXp7e+tQSF+NCAQIoa3fjyUrpHJ5nIo4w8iyjKS60KtVLNvE6XGDYWPYMkurq6STG/T1dREJB+u72Obi0jQXZy9eAUk0MaQlAV6Jx5P4fB6B9lJkbMMkHBYWj1i0mfGpJcDCNky2XjdAOrWBWTXw+334fF6hDHe7mZ9dYOeuPaysrInMrR/bmZFkvLU5U6lUpL29nebGJpZWFjFlcNSCIS5fvsiWLVtEGe1w1XV+siwL+4rHTzabwbStWqKMUfeUbUbemqb1P9yf/zuvn7mlXsM+x2zbvixJ0gCQAv4K+FUgAWyWdhkgVPvzD6/9w3+zjn32+XwcPXGGgf5udoxsw1ahlNNxucw6Z8K0qm8cpk0ThypKDiFm7RdfSJVQVTfFskijqFplbIeDp4+e5aWXX+Ft73wX5XIRtwNu2t1PQzhSq8FFSbO5g8TjcWxbqoswN4OfNU2rBwSEJRHHEwyExYDY5cU2Laq1kACjbGBZ4vOqqqOWHCLUC6Zt1Z23O3bsEOWX11lPLNlkbOh6BZ/PRzpfQFU1mpvCJFZTlMo6ksvHQ3//MHe/5TYxSNZ1IpEIS0tLtLe3U62aLC2voagaKDKaomLoVZClWqkj+OSZVLoeLxOIREhnSySzRaKBIKZZrifNV6sVhnrbcasuXjp1Bp8/WI8GBdG8KJfLSDVnbTAoRMCLi4t4veKhd+7SBG6nC8vUaW8PUCoXcLk1TL3M1uEhTNPkscceZ9++fdi19EVxDlWQoS4SliSJQjZJMBDApSqoDgeVSpWhbbu4eGUcj8uDJIlAcZfLRUd76xtubp+4f7RaWmQuJ7KNvV6xwDetJD/v62daVDXs85cR2Gds207Wrj8C7AIeBQK1vx4A0oiF9A+v/cTLtu2vIVJE6O3tsQ0kHn70SUqm2LGeeuoJbr/tNs6dHyO1keZX3/lOjr54jOXlZXYMb8XpEBEyAJ5wK9dt6SMZX8O2bSpVCxwOvvPoM1CTyzgUme7/zt2bB1l23fd9n7vft2/dr7fpZboHg8FgAAwxBEhCICVCJGySRa1WHMdLRWbFkm1tia09lkR5l6MltuU45ZQSKRUpshWzJLpsM7TMRSKJAbFjFszaM9P78vbl7vfkj3PvGUA2I0osuUi+KhQKj83u9+6955zf7/v7LnMNzi01AZgG0pLY1EyOuh2q1Wr24AcqLyqfuoNMGJS90oRJGGHqFpip8jowDJmBpRkahiF1Om6xxBc+93larRZLS0sKJSOBQJtSKpXY2Njgxs1NOn1p7q8J8EMP17HRM8N/KXvvsr17dB/xMw2efOe7+cxnvsiHP/wMJhrdbgcr8zeHlIce2OD21h6kQlkfJ9nunG9O7XYboZE5WSErhlRnv9shSeHkiTb2m65DTMI3PHleonzHQ/aO+5BKFoOmaaS6RhommLosnyulMnESsndvh2effRZERJJI/ZauV0nTmN3dfUSSMh1PeN8zz8jYVSE/k7x3JnEqS/Lnn3+eBx96iN/93f/AY+ffllUoaSbXh2KhhGnoyss9imJub96VvaIuy7tTD6wTRxEF18XNbKm1JGY49Ui/sjHVl9VTmcDvAD8jhHhe07QS4AshEk3T/g7wOvCvkd7pef+0hgQ33vKeEOLnvtTfObm2Kj76Uz8iUadiSepfQvlQxyLl13/z/+GDH/wgSRpJFoEfUimV6faGUl7+8X/D1atX+a4/++fwfZ9bt26xON/GLRaZjvvs7e9Sdos8+eSTuJZQArrJZMKv/sqv8mf+7H9FmqbZ8NIhSQR55lMQRGp+IYRgEoTZA6FLU5QopdlsMhgMVF5TGIYsLZ/gZ3/2Z/mbP/ADxIl0Vi2Xy+rkjeMYx7SIgpAb2weyv0KgCR10QXu2RRSnaJmBZHY/GI1khIzv+1LKbxoM9/e58OQjREGYlTMmSSIwTR0tTnn97jYG8nfkpWXOVo9FSioERvYomNksSNdNImJ0JHQ9U6/Qnm1lAElA0Xak/KPXRcQpWpoS6xppmmDaNqYwSIhJs9+ZsyCkL6GdzfrCjBVRoD+Y8B/+46dZXdvgobOniYKQJI0wdItiyWUy9UmTiNHYYzgcEmcQfhRFGLpEY/OyOr++KRnsH0lwJwgCoijO8r3kzCqfpZ16YF2hrn/9r/+NP1Gg4s8B/xi4nL3148AvA2NgE/jL2QL7i8BfRZaF/40QYvCfe+9L/Z2V5SXxYz/8fVQqFSmMCwLVJ0ynU2zDxrCNzPC+wMHBAY1GQyUoRqnsma5fv8Hp9Q0KlZLKNjIskxdeeJ6zD5yiWaujmXLIGccxy8vLHB8fq0FkXhblWUZ+6NOoNRBCw/d9DMfFmwYK7RqPx1iOzUsvSPJse35OLZ5er4cIPcrlspIdJEnEaDSiXC5nUTeyEb9y815WgsrPEIcRhVKR/nCIZRgEgYdTKqIlsuG+cv0aD589K8tSJBVo6o142+l1gijEthwSnQxplAzwK9fvqmt7eCQdqc6dWueR8+fo9/uMxxMlg8jLUF03VQCdfFZS3rh8hTOnHySIsmRJS39LRKhk5i+g6RaIhO44zqwRfKrVshqep2msgJokEcocRv0jIEWwMN+mXnKU22wesu1lFmwHR0csLS296WkSDAZDyuUSvV6P9tw8qUggu75pGhEEMucXoZOKSJlupsgQuH/w978OuH8nV1fER3/6h9+UDIjKbtUzh9EgjdnZ2aHdbmOadoYOyQb6+PiY+fl5xhMPQ4colYtExD6YFrYuME1bsSPym3k/yFkom2DPC9SJI4SsBUqlCs+/JFkZSSxUr5XL64vFIrapM/VDZUnt+z6Voq2gZMMwsHS5MXT6UiFsGBYGGpdv3kNoqBmVYVugSZAg8qR/4GDQYzAYcO6Rh1lbXKRaKdDvD6VppJDurMPhGC+KKbkFJl6g+rR8XjYc9hXsnJeRb56p6bqegTxaNsNxSFOBZRYQms7+3gFbu3ukmeV2e7aFECmlcoFaqaiS7R3HQbcKfOH559GEvBcTz0fTpCHP+fPnCYJAlan5KCE/eVy3yM7OFqVSBbjPEul1j3nskUcw0En1RCVmjkYypKHb6csgwNGIwWCA67rYlpkxZQS+F1Bw5dzPtV21ue7u7/GtH/oAUTgFzeDP/6Xv+drn/pGlnsdpQtEtAKiH1kDjuYtf5Pz58xm7wUQXoKGRaBrD4VB6O6SonVg3kNZXp9bkjkmshqX5gFUIgWW7BIGHYWjZINXIUDLwvJRu95h6vY7rFjl37pyUQZipMmWp1WpcvHiRRx55hImXxYbqoBkWQRBwfCwzfKdTKdmeCAmjF4pVgjBlGsjDe3vrDu9973uVzDuK5cQ/mIwxzQWZCDgN0AXUaxU1AzNNnTSJVFyprpss1er0jjuk6NJ9NjuxQSp7f//3P4/QbZZWVgiCgCRKcVyL4WiCYVjqBCkWi0wCH9e0srC2VKVJhmEIusbd7R18b8zDD57GN3TV34RhiIjhwVOnMAyT7Z09DMvEdd03uRdpVCql7H7I0jTf7OI4ZGlpCSHkQs+97Wv1Jnfu3UMIwaDX4/EL5yUq2qojDJPVJWmOOfYjxpMJ//HTn+HBB04DEHsxg94xT3zTN6o+GMDSDZJHH2Q6GWSf6ytD/756Tqq1FfH3/vZPqF01n1FcvnyZRx55BF3IGF45YzEhuc9m1kwDkpREkw+YblgMBgPK1TqWnoJp4Y0n6Nr9mYcsORIM08a25A397Kc+zTu/4Sl1gkkTxrECKNI0ZTSaIHRbnmiBT+gHyrXVm8j8rLmFJbrdrjwJSFSer6WB50sY3bBk+WjqUCq6YFpUyjXl/x0EAaZp4WgJ0zAiRefSlSuEUYLQNUUJckxLmkOaJq4miGOJKvpRyLvOP6yMTQqFgprHuK5LjODatbtS51R0mXQl2ri3t0e1WpXha2mCiBMcS57w6IIwlHnBzz33HO9///tVkn3+z4l2myiNmUwmVKtV+d2z62vYFr/1r36b8xceV+VlPkDu9Qa0Wi3iWF6ffr/P7OwsxWJZleR5YDialklUAqmfSmOmo6H0rwhDBoMBlltQCzyJZX9Vq1dwDLIKRCguJklKmIRq0Oy6Ln/uL37v1375t35yRXz0p35EDRlv3LjFysoKkA1t9XwXg2DqUa1WJQM7+/lE0zF0izeuXOLMmTOEiaz3czN6TdP4/Gc/w7PPPpvlIRlq4DedTrl79y5nUMcKUgAAIABJREFUH34Yyy0wHcpYFj8MEJrFr//ar/K93/u9aJomXYKQ0Lom4Pnnn+fCE2/Hn0pHnmazQRAEdLtdSd40NarVKiQxpSyzKh+mplGMUywQRQGVUpHPfPEKWvZ9NMMgETEmGnEqybb5XCUf3mpJlu0bx6TIWVIOa6dpimMZPHpmnVqtpkotLTOzTNOUMErYvLdHpAk1wzLRSKIY2zHUKEHPxIH5vCoPcRuNJly9Ko1ipmNpruk4BQxD48TSPIYmQDcxtKzE1MlGI3Bw1GU4maqBMsgq4oUXXuCpp55SyGSaJKQJaLrcEPf29njmPU8zHU9wXCu7t0J9L7khw6uXr1CuVHAyT0bI2CBxhONYxHFKfzBgY32dly9dxbJsAj9S7lY///O/+LW/qE6urYif+/s/xcWLF3n00UdVLqwQWrZrS0hXznxMkjDCKRYU0qPpJv1+/35iOynFUoVx5pCzvLzMqNfNwI8i05EM9rJch4sXL3LhwgV5shg6JJDEsjTI+6V8cLuzu0+5Wmdvb4/j4w5ra6sY2Qnoxwlh4IGQCYF7e3vUKwXq9SqWbhEmMWkUEws5O8lBlryfuXlPmqV4nqT1FBybvaNjTpw4gaYLSFJSLUUg2RBWxraW10mwvbuviKq2bWMZBpomOH92XfWJlUoF3/cBKSr04oR7W/sUKtL7Lgnkjp0/64auKeJrnKTq+rquy+6uVBxXq1UuXrzI008/TaVUxrBMkjgkTcC1dObn27I3Nm1IAoWken7IcV8CMa++/jrvf//7MHUDkSSYRCSaSRDJXrFg65kVdUoUSrpZDmpJoeEUXUedzLou2Siu6/KZT/8ep0+fliZA/pQ0iSRrPhM1ilTDcRyu35Dei1Ec8As//3UQpbOysiR++id/GJCni6abslfQDTTTII1k2REkWV8UTLAsWcrt7e0pT74oiigWi7KRdhw51Z+dVTu1lANYiFSiP3fv3mVlZYVyuax87XI6j4gjYgw1DPTjRObaxpEKG5j6XoaSGcTZAs9BDNeSN6tYLKqdXhfyZMzdYL1QMjUqlRrbh33FQcvlEkEQ4RQKVGtlvPGE4XSiyhc9FTjFAsFUklKDIODOvW05e8vKVU3TMETK2x45hWHcT7P3PE+d2N54wm987Ld59LHHCUPZT5mmiWFZiCwU23IcRHZC6rpOqqWS+f0mcaCmGRQLJjMzs8oLMAwDvv3bvoWLn/8CpzZOZn2fjmnqagNIs5ypu3fvsrS0pPwqSqUS3Z6MMJpmaZEGGpNYSm2mE3m9u4MBvjfFtGws02A4mmbZd4I4lXB6uVxWLYV0fKpim7p0sw1CWq0WpiGYTDymUcoP/eDXgUXZybUV8f1/7SOyR9IEw6H0hNvc3GR5eVm54biWRP0M21LolSSnOqoXyvVKuU1XzlYu2I4qC2VWka98woVhIqJQ9TSu6/Kv/vXv8Oyzz0rFrucjNNBB2Wx9+rOfYX5+nqWFRYrlEgVHkjRz/4TRoEej0UAjpVwu4phyfvVmjwU/8rNSasi9nQ6mUyRHw/IF7ofy3znbO0pk3yHSVAaFF0sKis8b/tyAP9XkDMoxTOZmmmhCzokMS14v3/fxQ8kQqVSqvPDiq5B9x+F4jA4YhkTXHjpzhna7DUjfiTxfOEc3C4UCpiXL8HxzC8OQ/d1tNRrJTynLlCd0FKdKa2aYttRkRQHVapXj3kildOimiaaB40pfDR0tOz1DdF1DCNB0HZEmhFFKmsY4tiQmF4tFJpMJtXqDKKOsKU9Df0p7bo5qpULZlddkPPH4yF/547PUv2rQv5ySkqMyYRhiGyaLc/MkYUSz2ZQ7r2lQLpTZ3d1leXlZGcxrmpASiqyGzj22e/0hSSxTHQzbQptERBl7eXl5GW88yVSwAYFhyIzaKMH3JnzXd32XLD0KBSaTqXLlyedn3/SebyRNRdZwp8rnrtvtommyl0rTNANCdPwoxDLui+zyYOc0TSnZBb74xS/yzm94WgEp+XD3Yx/7GN/xHd+h9EI5ydWwdNXf5KeL74cKWAFIhYYhNIbDMZPhAN/3GGc5VLOzs1nDntLv9onDmLXlRWq1qgR0SAnjVCF1cSpPrSgImYzGBEGg3G3zQXgYR5i6wWQyVVnFfpyCHxJFKX4UUykXubF5l/nZKktz8wzGI3mCioRatczRkcfMTFNukHHMdOJjGnKzjCcjTNMljAOqrkXkR7RaLZJss8w3PMOSZWq92UATGvWMjlatVBgMBlmvnWLZcixxeNjBdm2qpeJX/Cx/1ZxUa6vL4id/+AflaeNa6EJXjadumdiGSYLcMS3LQheoXX/iy1NoZmaG/mjIb/7mb/LffvdH6HQ6NJtNRBpjmDY7W9s0mjUl7c5h5hwJLJYqeJ5Hs1rhsNsjzsqSOJZm/PnCzs1W8gGxPC1RMH0+O8kRLtfSVNk0HgyxC7b6DNOR5N/5UUix0uDyG9exLOlhniSCQb/LZz/7WRr1Fu9+zzcoUrEsEzV0NPxQpr1XSmUcxwZdUw5DRVfyCDfW12QvZcg8KC/wss8rB8Q6WrYYZdRrtVrLqFcyqdDUTQ4PD2m325LOZBo4jo3n+YyHI+r1Jts7O2iGdExKUxT8nptw5uU1SFaH0DWSMOCb3/0u5ReYgyGmaVIplpiMxsQ6jLyQ27ckWmnqBrppSDqZobG8tCyZLp60j8tjSjUBmi5P7jAM1bzKMAyCUFoO2LbDcCgpqnEcUSgUicOIn/no3/3aL//W1lbEX/vIX6S9MC9LslQoFCsv0cIkpnfckWWRaSBiOSeaZm6qSRi9hXBpOrZCm3KUcDweE4eRlL1bNpE3pVAoYKAhdAmEXL92k72jjjSobNRxM6g5p+eIRFCpVQi8QFlbyWwjR/nl/fIv/zLPPPOMDD4rF9EMC8eRN7BUkjQsfzrFjyN0JMVGMaYz3wQAPwxo1OrUq2UQkiWfZACFgYaRNecA5XqD4UBy5YJQ9nqGkCeYipDRDDTN4Mr169Rq1ayvktVBksT4U4+NjQ1+7/d+j83NTR559G0UahXCIMA27mu5crNSI0MkQX4OU3nokfVMuXZNlulvBmfSjNgrhBSKvuuJR8kjRiuVCpEf4JakKsF1ZQXSHXhs3tnCDwNsU57QiZBzLZGmzM3NEccZQwJNzTpzCF1yAsGy7tPOklSoBdbvDbFMnZ/+mb/ztb+o1k+uir/1E3+DoiMVorFIKdiOTHk3DMJECvzy4aCu2cShr2r0yUSqO2dnZ4nShCSU/hGxiNFSDc2UE/vJZHK/RHRcJsMRxYJDKjTSJMKPBIeHh1iOQ7lYxLBMxmOpAfK8KbVaXdKXpp6aP9m2rTwXcjRM02QpoumCNNEwtBTLKSCimGKxyHG/l1GxEjWQLmWlR55C4TguSRKr3dW1ZB8hezwPP06wDRs/DLEM2XuVyzVGoxGXr16iWJCUINO2CMMYU5e5yVJSM+WhU2uEiZYBALECDoIgwPM8NN3ki69cYnHxBIkQyqkoiiI0w5CB2aHsQ9M0ZW1lhWq1mumyUA6x+YzJcSySzFimVatz7do1hKFjCY1EZB4eusbjjz6KZQvSKKU76FMuFAkTWXL7vo+pwSBIeenlV2m1WtniSDAMS4kOa7UaGkhjTdMgUYtbk+Y3uoHIBJdJknB4eMDsbJswDNDR+Tt/9x9+7S+qtdUV8eN/4/sQSYpmm5TcAtPAV3ODWq3GYDimXHLUbiaEwDZsRtMJdrGELQRCF+zvH7KwIFMNddth3O9RrVb5jd/4DRWDurS4DFpMsznDxsYGtlNgMh5yd/cge6ghTeVJ6PvSzsqyJdza6/Xkg6jpCkDIyz7f93FdifiVSiXiJCTy5UOaIk8UiXil6LqhAIs4lgPTy1evsLK6kV2VlInvKR/09uz8WwIBDEtn2B8BciFGwQTTdEHXcTIdEVl/5jgOaY5umoJI6DikPH7uzFv6t/x6Hx8fE0YJhmsSBil3tqSszjRNJbcvOA7d7jEnHzh1HywKIwW76wI5QM42hZzkmo8Q8rCCw8NDJauJogjNMhFRjEXIO99+ge6ojyYMDGT1YVkG0TTEcFz86ZjPvfwKpWIVx7JBFyRRSpSEWKaJ47rqvqRpSq1aZTIZA1oGWMQUCq46gfPv9vP/09cBpH5ybUX83Z/+ccbjMZppUHRk7T+3OPeWOZVkOqeKw/fyCy/znve8R6Y3+BNIQDMNbt++zcrKiuqbTMPGD6aKqSxhdg/TlL2NYRjs7B9juw7exCNFCuREIgBBHCcMh0PCMKRYLOK6LlN/qnoPkLX8dDql4BSoVCp0el0qpRLVWhldyNlXKmRDrlm2IoXqpAyHQ7wgoj/ymGSZs4YlwQbf93EcSwEblmGrftLz5CC8c3REoeDgBRGGpaMlcPXqZd7x1LsIPZ8EQeRHCE1DJBEJgmpJnoinltokmSGKbZjYBZfpdMr+/r4MHUgFR6Mpe4ddBdXniyvwJmiWyfJC5sueRMpFStd1gjgiDSJsV3qx55va9vY2J07ITCwZG+qyvb+HiFIMQ8t0a1k1YOqcP/sgCUL9Xi0VYJBtrvIE9+OE3f0jPC+iVLQZj0cYphQgev6UNBGUClLImZIg0kRFyOabYhRFTEYT/sk//edf+4tqbWVZ/Nw/+CniIGYayOZ9PB6rUi1veHNkzLIs/tk/+2d85CP/nRScZX1BqSojWhSMng2L4zjOAr3u65/yE0bXdf75//ovePT8BakiXpzPbhaZl4FQ9JUwjBDIJIkoipC+r+BNAzWPch2L0WSsmm7LMGlUKqALTEcicyKWcgo/DORoQJODyDdubCKyWVKpUs5KxJQ0jqg1qpimyXg8ptVqEQSBDKg2DHQM/FD6ixuGDDOTzrEpaShZBP3RGJHJ8y3LIsk8zJPQ420PnpZSlKKDiAW6pWeWyAG2bcoZl27y6qVrTEOJXlbLZYKM3hMFMctLC29it+sMh0MqlRKaZijvi/xEyq2pSQXH3aNM0Zzg+yG9Xg/DNnBMWebu7R3QrEtWyDe96wKFgkMsyE4WgziW36NardIdjgiCgJdefpW5uXmSNEWkCQINibsbaAKCSPZ2tmViGSaWZaPrcjFPJhP+x7/1s1/7kDqa3HVu3r5Jmqasrq5SLpeVb4LcreWcJ0VuBN/zPX9V+TvkieKJpstSMGuC87o+l1VXKhXZp6EhdAOha4zHY/7UBz6EbhrYpo3l3O8FDEMnTe832XEkcAouBwcHVCqVjNunqQVlmibH3Y4a0JbLZUSSkqSCyXTKfLGIYTpMggmxCEE3mYyn6MiN4rOf/TTf9Mz7MqQsJY4lOTUOA/SRRrPZxDAMDg4OVLmW8+zykLwoilTJWK/Xs3JLAjtSSyV36FQItVF94ep13vnwg8rLsFFq4Fgm9fUWo9EIzwuYjsasLbT4p//iV/lTH/igJN0WCozGY0xdUrj6/T5LS0sKhve8+0P3fDPLQYMoijL/D5N+fyjJvUmCbtr3RZ6uy8mTqzKcrtXkjc0dSkWX2UYNtFSBJJGAo15fneB7O7uszM+z8sADdDod5e1XL0tP9SRJ6I88ND1zvJ1OaLbnCINY0sq+kkf5q+akWl0WH/2pH5W7ZZYtlD+khUJBxd+4blEO/wwDw3bwRkPl41aoyIuRJBHeaCzhdHHfrDKOYwqFAgLQs5rfdB36/SFCMzIeXaIeyiiJCMMoGxR7hKEUzKUiwjSytD0tkdIIyyJNE3wvYmFxjm63m/3tBMcqEMehYrbLuddEnbhxHGUL38YLA+7u7MsTzy1m3hA2k9GQOI0oOS7VZgMRyZ7CMAxGo1F2ctQA0E150uW793Q6RU/ldZhMJgSBBBp0UnTLJAhDCpaNJnROr8/Jfi3jTOa/R9d1vLGE4e2Czc/9/D9l9dSDNFp1aqUqfhyQxoI0YztYlsX169c5c+aM6umkxMaQSF1WbuXcxZxlr9TJGY8x3ywNw8DzPEqlApPxGH865cL5c7J0A7Qs+SOOY8mC10xMLUEYJoPBgHq9zuuvv061KhNHFmZnJMpYrdPr9bh09QqPPPII06lUY//QD/3YH/uk0v/wH/kv8xIIxWTIG9r8dJhMJkpWvXvQYTD22T/u0+sOOOyPGUxDEiyu37jFaDhh0J+oi+dFsWJma7pJGsVEYYg/mTINE1566RU0I9dUaWiGRiRihuMR/Z4sJXq9XkZi1QjCKSK570pk6iZB4DOdTonjhEazikg1NS8BVCaUElRmxv62bXPixInMjUl6BhpAsVJWokA1HrAdCk5RjgX6A8bjKVoS4zoyZ6pSqTAcDpW9med5pGnKYDDg9u3bBEmsDGKsgo0gwbAtVZZJEi/cvHOQGbvoSjQZeqFir6RpSpCk/Pc/8Ff4wHvfIcMGxmNMNGxTz6zO6jiOxcMPP0yxWFQUIQlOmBiaHFKPRhOCKMG0XUzTlmJUy8B1LH79//o/Ob1xkrmZJudOr3Fqpc2jDz1A0XEoOA7r6+scHhxz7pHHsAtFmtUKxWKRZrNJpVyjVC4QpvJ7VSoVXnnlFU6dOqVGC1eu35CtgSF5ohcee5QoijIP969sWXzVnFSrKyfEj/7N76fX63F0dMTMzAyvv/664mt1u10+9O3fhWUa0p4qWyie50laTOhjWAambjA7O8uoNyCMJmA4lAqOYkibboEklCxtz5tQqbUU+qWb8v9vGQYHR8dYtkSOet1jTm6sc3R0iGXZFN2CmsqHcch06ik2yHQ6JYkl/GyYUlouEqFQtTcHpeUzGhONkTelPxxQrVY56EwQSOQxP62TSC7KQa+DXZS2bMfHx7iuy0y9IR8EA8IoIQ5l6TrTbqnyKI5jNcydTCa88sKLPP3009mJUCAMJXQfRREzsw0eWFlE0zQ2b26ytLJMsVik3+niloocHR1x7tw5esdH9IZ9XrlyF8syMAyLMPQZj6UrURQFTCYTitWKigf1vQlLCwvMzrUpuCbD4ViFRiSxYGtri3qjyvr6Opubm9KsJgoYTiR1KTfSbDQavPjiizz22GPU6hV2dnZ4cGMd0zR54+YtSsUKm3dusX7yFO12m06nw0svv8CZM2cyKpzGvXv3aNWqVCpy6D/NBuatVouPfOTrIEnRsmwct0hrxqLdbmPYRZqzC1h2Vtq5shbWdR1RFIqZ3KzXSREIIV1oQ18275g6jdq8VH8WZW+WpAnTgUzMKxYKpOj4k4HcSR1ThgCkCY7jUq9LbRNaonqoHDzJybmlUolp36PZbKoEwrwPkKWTge+HCGLaM23Z/5WK6t8AQeDj+ZKruLAwjzfxqNcqdPs9hUoZhkHoSwJsmApGR10CT/YOIoG7WzKiJpfo575/+SLPIWXNAFIpkXjb295Gv9+n1WoRRYlilZimyWg45fefe5UPvv+9tBc8fuu3fotv+ZZvwXItptMxxaLL8fFhNtg1KBgRcRrz6KOyHBuO+pSKFQpFh+3tbWzLlaCO6zAcSv++C84Fru7s8K53vYvJ2GM6kZZruS3dKy+/xjuffDu//W8+zsbGhmRYVCpSZ9VuycFzBtPf2bzH3NwcV6/fplx0sTKO5cm1DTzP48bNawD86T/9pzk8OGZve4cHzz5EoVDALpbYOZBeiq1imdcuX6JY/MqoSl815Z8sTVLK5TLl2n1XVEO3qFUbAMRJqHbcnPZzeHjI1tYW/tQjytjGORNb0zQJkQc+4+lI0WDSNGXsTdFEhFMq0x2OpJJ0OkboGqEfSIOZQkGVPJZl0e/LOMtKpaJoNxLQmKhZ06c+9SlKpRL1eh3bMZhrt6jV6moWk0vGpcDORWSsdYAkkv3Tr/zK/0YQBMrcZTQaKautcrGkQuPyV7FYzCyaEzUczpklgFqcJpo6uYIoQTMs9vb2KDgu1VKBcsElDnwa5SJPveNx7m1v0RkM+fCHP4xm2bz46iWOjjqMRhPu3LnD8fEx0wyIcJ0im5ubjMdj5R3ieyG6ZqoUlo2NDU6cOMFTTz2Fpmmsra1x/fp1fN/H8ycqMK9SqbC4uMiNW5tcvHiRKIrY2tpiOOoroKlSqTAz28Qt2AyHQ4ZDGULe6Q04e/asKtsnk4m0OrBcvvj8i3S7XQquTffwgLUTMr2yXC7T7XZ57fIlLly4wGj0Ja1UvqzXH3pSaZp2DmkjlgA3gb8M/ALwduAlIcQPZj/3i1/Oe1/qlaQphmUxnvoUClL5iyZl3r3uQD2QhmEoqDjvRepv6j1y48QgCInjAbYtAQTLkBy4fr/PcDhkY2ODo26PNE3ZP9hldXVVeoK32sqL3HE0hsOR6p/a7bZC3nLJQxD4+L5gZmaWfr/HE088wdHRkQJPRppMay84BYbD4X05hmVyd/NOJi8vyzJRA1LBifmFrOyTCFjRdUgEeOMJTkYUNQyDwXRMrVxCx2AyHVGwLW5uXkOPU9797qdpt+c4Pj6iXDAQSUq321cI4cSP2dvbY+XsaQQRr738GufPn8dxbIrlMi+88AJr66eYn2lx+96Wip2xCkWEplG1HUzHptMf885v+Ea2t7fJ3W0NXdqfXbp0iXPnzjEYDDg4OGA4HNLrSR/33d1dHMeRIXbdLvPz8ywunJDRqshRRhRFfNu3fRuVSkX1QrkKeDSUEpijoyMcV7I8FhYWeOmll/j85z9Pv99nZ2eHD3/wWQaDAbahsdBucvfuXS5cuMCVK1fk3KxSZTweMx0OmG1U8ccDNdv8476+nPLvmhDiqWyR/O/Ak0BZCPFuTdP+F03TnkAuuD/0PSHEF////lAurnvuuefY2NigPTeDYRjKtrhYkmVVPgDOSandbjfjfMnd/PhYuttKtrtgcXGRIAgUXWZlZUXeyNkGXpjKpvdon/bcorwBtg1Cp1g02NvbY2NDZhYdHx+r/qvdbrO/v0+91lQ0ozTTXUnWtkah4Ko82jiMsoXqYGWuuYWC7NkWFxc5ODhgd3dXRo32j5hvlGm0WlQqZWWkomkam5ub6LpOu91mb2+H5aUVer0e3W6P5kyTJy6cZzweU6016Pd7iDTm5/7hL/Jf//m/QP/4CIDV1VVMt0C5XOby5cs88eQFHn7kMW7c2mRuTqJ/Z8+e5cTSApubm8zMzAAwPye9NhrNGp3ekMH2Huvr6xwcHCiwI2dmHB4e8s53vpPRaMSTTz7JcDjkxo0bnDp1iqtXr/LAAw/Q6/VYWlqSTPco5WMf+xgPPfSQpEhpGqVSiXa7zd27d/nQhz7EaDTCMAzOPnRO+tcbyLSVDJB5+MwpFpfmaTQadDod/sx3fQe3rr0hS7tWi6OjI06ePEmnIz0eZ2dn6Q97lByb+uIinc4RaZry6quv/lHX0VtefySgQtO0fw7cA24KIf6lpmnfCSwBMXD8h70nhPjHX+p3r6ycED/+Yz8sSzsD0oSs0U/Z2dnBcRxOnjxJHKVYtsFk7GFacoBYLkkTzBw9zBdZmqZoumB/71DqcgydWqWqyKBKfWvAdOLjZSYoYehTrlZU3pLrFOWp6TgMekNSIdD0NIuJ0REixXUkJcn3feIwyiyTpSCv3mxgaDqmDohE3vT+GM+fUCnXMJAlbRBLV9d+v0/3+JBytc7t27d5/PHHCcOQ4XCI7/vUajWOj4+Zm5tnZ2eHpaWl7BrZLC0t0e/3sW2HYsnhzuY9jo6OaDRrWJb0xZtt1DO6kqTnjMdjxbDXDVlOXrt8iccff1yGgtebVKtVPM9DZKhktVplb2+P0Wik+r68NF9eXlacyHv3ZMjBYDCgVqtJQ55rN3nwwQd54403OHv2rLxH+/u0Z+f5t//23/LMM8+wt7dHGIY88eQFDg4O2Nve4e2PX2Brfzcb6OscHkqldBiGpKFkx2iZ3i7fVL3R8C1lf5qmbG5uMhwOOXfuXJaVvEiv16PZbMphuuPyfd/3I3+yQIWmad8C/D3gBrDHW+2cH84W0O0v470/+HuV7XOjXkMXEa1KkVRDwcLDqcf6+jq+70vI2HTUibazs8PaSelj4fs+e3t7Sqy4s7sleVwjSfYsl8sUCnJ3FiTs7m1LA8z+iPF0QsGRC6RUKlFrzLJ7TyZkLC0tyd5KM7h37x6rq6uMJ1LVunxikclkwu7uLtVKCUtYiDQiDAMSkaCngsW5ebb3D1hdWuSll15SOcVBnHDixAmODiXrfmZmhtHuLltbW7IsqjUwTZMzZ85w8+ZN2u22DDHI+rzV1VV8P+DkyZMYhsH6+jqtVpOtrS0qlQqDwZCj/S3OP/4kBwcHTL2xGrxOp1M512oUKJVKyutvcXGRnd0tZmZmcAzJ6N/d3aVSn8EtSg3b9u4+p0+fxvM8Dg4OME1TnTY5kyVPn//d35UJlaZpUikVuHLtDckQSWIuX3mdd7zjHbKq0DXmWk0Cb8C3fvhDGDp0DhPay4tcu3KZleUl6mdOMZmOMluDkOPjHotLcxwe9LJoVYNE00FFCIVE3lSle2hZ0ESjUePEiUVMc43xeEi1Kkm6OQKo6zp3b938o6yh/+T1ZS0qIcTvAL+jado/yRbLH7RzTr7M9/7g771v+3xyVUhTzChTZdoUi25mYeVBIvC9EVq5yXA4pFwuYxgG/d5QzXOkTVnElStXWF5ept2ewdY1BhMZ4dmslRj2j4mjiPmZFgcdGSwwM1u/L+F2ZC2/urCA4dqUSiWuXLnC6dOnWWg3Odi9R2cw5PTp0+zv71NwSzIkIYFGrUoURaytrErUzZQ40ImlFTrdY972+NvpdDp4WabvKy+/RrNeZX7xBFEsBX+5j0S/36darXJ0dCTnK6GE7UWqcXBwwGAwoFqtKUl8v98nSSRhdm9vT5bDwuD69etMJhNev/QqH/jAB7hz5w5hKMPYLNvgU5/+Xb75G9/D7t42USw5lp/4xCd45j3vZjAYcOXqNZaWltiNPMLAY215gXqlwGGnz0MPPaRmY0f72xweHlIoFNjf0Wm1WpxaW2WcsfH39nZoNpucXj/N5uaZhzapAAAgAElEQVQmjlPgzs1rzM7Oous6tVqVw8OQJPY57vVot9s4js32nQHh3Bw7O1vMzLSZTCYUSi4bqyvs7OxgCEHB0hn5Ca16NQN1Unb3dpVrcH7KSgWwR7Va4fi4x8xMmytXrnDr1i22tncxbVcpyb+S15cDVDhCiCD7zyEggG8G/iXwPuD/QC607/ky3vuSLyEEmiG4d+8ulUpVeeXlKlbN8wh8jVrZRTfkULJYmiVNYw4PD1laWmIykTZXjz32iNI5gUYQeJmBZEqpXsUybILAY6VUVskb5XKJsiulJgXbAdOi7Dq4rsvZs2f5kR/5ET760Y+ysLBApSF7PMm8gHKlqIa6reasypPyAsnMiMOQkxsPMBgMWDyxIonAL79Mq9XildcuM394zNraGnfu3GFxcfEt8PbCwgJRFLG/v0/gR+zt7alYzdnZGXq9flbGehwf7uMW5WazceokL774Iu96xxNMx0O++7u/m7u3bnKws02pVmdjYwPXdXnf+96nDEXH4zGDbo8TC4t0u12a7Vm+/du+hTD0qVRKWJbBzEybTueIWtmmYOu8cuMqJ0+u8pnP/B4f/OAH1SxsOp2qoW+zWccwZI9079492u02m5ubPPTQQ+oh3tzcJE1Toqioqg0hBLOzLcIwpF5vcvHiRZ599lmOj4/Z3LwLpFQqNXq9HgcHB5kmLOG11y/zuS9cxHVdbt26x/nzD6vydGlpCc/zGI/HdDodWq2WVCyHEVYKQRBkgQt//NeXY/v8rcD/kP3nDWS59ovA48ArQojvz37uf/5y3vtSr431NfETP/oDShZwdHTE/OI8aZzS7/cVp800TTAtDg4OmJubU4K3nPO1v7/P7OysHAY+sIEm4P/9j5/hzJkzTAZdFhZPkGQqV8eRi6jVavH666+zuLhIrSRzngqVKv54RKVSoVwuc+fOHeI4lqehJsmmrusqgGQ4GBOHPsVyVcX95A23jJuRcpScaJob1jiOg6YL5toL7O7u0mjI+M9cjSptv6RBaM7WV0hc5sdRLpfZ2dmhVinRH0p61sHhHssL81i2y+c//3nWNtaZqdcYDoeMfelJ4ZoGUy+gVi1nD9wCt2/fodlssr+/z9zcHKPRiCgKFCiUWwZI8quvAIWjow7D4VA9lDntSP58xJ07d6SlgWHQ7XZptVrs7u4qLmNOuh2NRjSbdZJEDqKn0zGWW+XXfu3X2NraYnG+TbstZ373tndptVpS9pJ5juTZwuPxWKkJdF3n1ddf4/Tp0xScAuPxSPkgzszM0s3CKUxTqpuLxSKXLl//E82n+m1kqsebX/8JPP6fg8z/MBj9za9cj1OpVEjTlN3dXYrFIpZhKZnBC6+8yjsuPM5Bp8vS0pICEnJZyOc+9zmeeOKJDHZvsndwxPLyKk8//TSGafLJ116j2pxVvgo5aTYfmLbbbYnsLS4xHA6pNuWQ8blPfwbXdXn00UflQ27ojPoDrm++AUnKYDRhYWEBIWTDffrUOoNeh2KxSKdzDECrUWd/d5vFhTnSOEQzDMpFl9nZWSzXkRCzZXB0sEez2aRcdPn8xed4+umnZSMuYlozDSqZCHFzc5OFhQVqtRq7u7u0Zhr44xHeuE/gmuzc2yIJI4IgYHFxEVvXuHTpEm9/+9vZe/VVHGMGzSoxO1PnqNen5Ljs7R1g2ybFokur1WA8HmaEYhknaukG09GUOI5548YbGfJ3xOLiItVqlVqtxtHRkZox5uJFIQQz2fA7RuPO9h6f/NRnmU58tQDebHGQ942+78ver1plbW2NhYUFdnZ2MDO7ZiGgXm/QHw6I4wjDMDFtG9L0LT1SmqacOS3JwqNwqIjWtVqNMAwU48JxHFqzM4SZwPWP+/qqYVQEQcDBwQFJknDr1i3m5+cZ9odqkn7z9i3OnX2Qzc1Naq0ZDndljV4ulzg6OqJYrfH000+rQd7a2hqHh/vYtkmlUmJnZ4/3v//9aJpGp9OhUqnIsmFnm5WVp3Bdl16vh6VBkCYc7u7glMrMzs6ytLREpVK5X7rs7jDbnufMgw8QhHJIXCqVFMP75s2b0hdiY4OZmRmKlTJ3b2+ysrLCdDICkdDv9dEzpWr34ED6i597GNsysC2DwWDA+973PklrKhRp1aTb687eNs3GDDOzTbpHezgmNGslXnvpRS5cuABIweK5c+fQNclCzwfYn3vuBWbmlpidbVEqSefXTqdDGqd4qQQw9vb2iONUKaRzE9N6vYI/mdLv97Fcyb3TNE1KNmLBP/wH/wh0yaIfjUYqRDsfvkZRxOycPI3ltUpUmLW0d5aLCF1TrHtN03FdV44sYml0WW82FFskCILsdPTRNB3DQIJESYKOVA7Mz8/T6XSUSNHNRIt3795lbm5OZSYXCgV03WDQG1CpVL6iZ/mrhvt3cm1F/MI/+ll0XZZWjUaDyWSC7/uUy2XGfsCoJ4eEwjCZDgcqEsb3fY56fVZWVtTFvnHjFg899BDBZEiQpMRByBs3bvLUU0+pXdTWNXYODllbW0PXUZbG23c2WVpa4vWrb/Bb//dv8Eu/9Et0Oh2++MUv8t73vpfBYKC8AeM4xi1XMBFcuX6Dxx59G1t3N5mfn8eyLHZ3d5mfm1Vh0/1+H13XFePh6tWrLC0tqdP26tWrnDlzho//u3/Phz/8YWLfUx6AObN94se0WzUF1gghLQDeHMNpWtLN1c6Y7jlK99prr2HZBssL8+i6NCsVQpJ/B4MBnY4s4577wvOUygX6/b6CrQvFMsfdPvOzDWnA48qyK5ffW5ZFpVJRyubcHm5ra5u5ubnMdqCvMobVZzVN5axbLJfY392n0ahzeHwkuZiWxXg6YWZGXkfXdYljKXRcXFykUJDZyZ1Oh1qtpoSQg8EAIYQslw1TkbTl7FCoz9Dv95lOpxweHtFqtZhpz3Dp9Wtf+yLF9fVV8WN/8/tUObO8vKwiZ3Li6Sc+8QmiKOL973+/kpVPJhPm5uYYTj2uXbvGI488QhiG1GoNDg4OODzcZ2VlBVvXsApZ71GryYc4CTnsDkjTOKvtLZrVCq9cuszKoiw1Go2G8rPIe535mRaJphNMxgBvkUpIq2cp4UgjCe869n3b5MlkwsHBAQ888ICyf97clKeY7CGmqhRKdYM0DJRwLhdbJpqOY+jYhQqhPyVMYkqOtOaaBtKW2bVNPvnJT0pCcK/H7v4h9Xpd9iWLi3KhIeiPJzRbdcIgZjqdMjs7q/zR8w0tjmNsU5f202lKyTWJhZHF74xZXV1VEo3cTCWnkSVJet8xN/M3XF5e5uDgIDvZNawsuGAwGuLaDoZhSNJsq4lrSzOdOM0DvA16vR4y50pkOraEarWG5005efKkGv5PJhNu3ryJY8n+ObeMyzmcjUZDuRrL58xgf3+fUqXE5Ut/gj3Vf8lXDg27RZdOp4Nt27zxxhucOXuGJE545plnpK4mkDOsyWRCvV6nOx5TcFyeevIdTCYTjo+P8TyPwWDEwsISSeAzFQIbTbKp4xDT1NAti6U5qatxSlWOjw9VVtVk7PHJT36Sv/SX/gLXbt1hY3UFUwfHQKmIp8Mk89rzVZmVD0bzJjxvnnNf8pmZGUajkeyh3CLedEwqDO5t7TA/P08QxjSaM/SGA+LpgNHQY+p73N3a4bnnniOO4yyFxFWfA1B/RwI8C8RhpPwARyPpYyE0mGnPousGQRCi2zb1eoPxaCLTVooyCmc6nWJkg+s0k9mHcaJoQmMvwnVNSqUytu0wHk/wAo9mvZkZx9w35CmVZJJhEIUQRaSp4OjoGNctMByOGI2GrK6ugq7JWNXFJer1OnML8+zt7DG3ME8iZAKiaZrcuXc3W+gR7fZcBnx0SBI5eL537x7FYonLly+zurzC+voGhqYr2piZBYbnfE5N0yhVyjIDOQ1ZWVthMpl8Rc/xV82iEqlQHC/N0NjZ2uH27ds89thjMtE8jDm5cZJbt26pB6larUrZwPoGhmHw/Oc/x+rqSZU20Wg00JIQM4unyX3nBmGEC0oEmAQBQdLn8PCQ6dRnZWWFUb/Hd37nd+LHkuaUh2bnDOgcectl+Zoma/ixH3Dv3j1OnDjB/lFPniyYCHwOdrb5wnPPUyhV+PjHP06z2VRmmHGcUCkV5aB3fl4aVdYq+FGYpV3oCm63LOm/4LouKysrbG5uKg+/Wq3G4eEh5WKZMIywbUuJFTVNZxpP2D7cxjQNqtWaSouv1KQveb/f5+joiPVTG8oaLg4jNe/JbbTzgWm338XQDerV+n1HYNsmShLI2PLSUNRWM7U8YCGHrre3d0AHwzCxXZc4Tuh0OhRKRUajIbbtgAa6qbO6ukKSBd9NpxOa9SalUgld12nWG5I/iXSishyHgwOJYk7HE0QSIYQ0DpqdneWocwzZSGprS3pmSHDkKwMqvmrKv1Mba+Inf+yHiKKIa9eu8fDDD+N5nppZ5FZTaZpK/lmtQbfbp1IpSePLOKZWa0g1Z8FGt6Uyt398xOXLl5mZmWFmfgHLsmQ/E4R4mV2Yruv8/u//PidOnKDVanHj6hXOnj173z7aDzg67NBut3n++eeZadZ5+eWX2ds74PTpU3R6sgwtlUoMBgPm5uYYj8f3w8/0+9Lwfl/OwBuNBkdHMr93bm5OIZl58mOeJJjPfTRNY3d/j8XFRfb29lheXlY5w+ViKRNJxgyHAyzHpuC4mWe57Dvl2CGS5OJsk/E8XymDnYKDbVqqJJ36nrLAJhWZRZtHrVZneXmZyWTC/v4+lZrsoXKxppMNz/f29pj6Hq7r4LoFaWypweLikvJHzEEM13UpV8tsbt6h1WrhT+V9F5oAtIyVXubw8DDzspDy/J2dbdozs6BrGJrcOPYO9igX5cB+ZW1VAV3T8QRNJCRZD5lkqmzpCyiZ++PhiHZ7FoAXX3r9a7+nkiLFv66MQcbj+/1KrSZh5KOjDsVqTfUuwXTC7MwMhmPTrDS4vSXFcuHUUy5D+cRf0zReu3JVDZMvXbqE53mysY6kD0Sv16Ner+M4Di+//DJnz57F8zyiSDIg8j4hjuMs7c9VM6d8UTQaDQxDjgB6vR7lckl93l6vpwCYXP+k6wbb21usr69LE8wgUK6plWqRrXs7rK+vS5emDGqW90x7izFnEIWUCkXG45EaHoPUn1WrVVKgn8X75KmT0tNQ6sum0ymVUgXDkA619Xqdg4MDgihgPBzR6XRpNhsUiyVSUob9oTLOMW0z40CKTN4/VBYGlmWTpgmuW8CxLIrlEpVSRUHtzWaTmzdvSrZI5pmhGVKt69o2SXZNTN2Qvhu9TnY/6vS7XUAa5IyHY2q1KoPRENu02N7e5vHHH1fIX6PRkNou26bZbPLo+fO88srLHBwc0Kw3iZKYtZVVdnclQffV165+7fdUaZoSxhGNcpWd7W1mZ2e5ePEi73rXuxiPp7zyymssLCywt3WPj/+7f6+QJcgiPSdjZmbnGA56WaiZRhTKph0tRUsFr7x2ifVTG0zHE2qNuqIX3SfYFhQoIhM3AhWhE0URm3fvcPbsWabT6VuSPCqVimp8Lcvi5s1brK2toWmyjxkOh9RqNVqtFleuXOHUqVNvsoi2FDk1h5Y9z6PVanFwuMvs7CzdrqRTyZma7Gv80KdUKWduRB0KBalGTpJYSfVzuUSv10M3TW7evKkkMo7jYLuOyqoiYxPkAr1utysX/VRjZqXGww89SH84RtcN+sM+j55/jJdeelGewsF9H4lms4lksQSZeal0exoOx5SLBeYyP8ZyJhztdKQTcO4ANZlMiBI5Q0wRKgHFKhTZ399npj3D1tYW+/v7nFrfYDyVWrFarYbQwLVdGWSQZVnloQ7T6ZTl5WXG4wlBEHLz5g183+fEiRNMxxMsw+DSpUusrq6gGV8ncvpisSDe+fZz7O3tcfbsWXo9uThu3JR91WAs2dCOoROjKUpKHs2iYRBkFl1BGFIpSXehnEQaRCFplleUB5XlZvr5/y4E9Ps9SoUiW1tbtFotms0mOzu7OAWHVkPqcR544AEqlQpbW1tqPpX3azMzM0ynXtaopwq1K5SKcr6iywe+XC7x8quvSDgfTSmL74dMpwoa7g8HFItFNIHSinV6HVzblQz0hlxwuUAzl+yPx2MWFhYyyYRJnMY4ljxd7ty5oyg68/PzynSlnHk9jEYjlewxmeSoYDa7ylyR3njjqrx+GqSpwDBknzQcjvB9D6GBiDVSIRdus34/aNxxZPxQEsVsb29z6vQper2+GjXkMHkOMEjnKP1Ntmwms61W1g546hp3OseMx2M8z2Nhbl6xzzudbBwjBOPxCC/w1b2QrBfZg1+/foOZ9gyvvHz5a9/4xTQN+uMJC8sSfUmShJs3b3Ly1AaDsVTAFmwHPxJqYCeEwJsGTCc+cRIq837pjxBxfHyMaVuk2Uwil5u/+93v5tKlS3SOjjk+PpazrqlHEsUU3YIqqQqlIkEUMrcgPemG4xHtdhvP83jttddoNpuqPJx4Ur3reR4Tb0IYh9y+vZmBCmMGgwG72zsIkRKGAQcHh8y2ZlW0aZ6+2O12Vc5Wp9OVVJpmC0PT2dra4ui4Jw1KqnVmZlqsra0yNzeP6xbk9zUtlpZOYFk2tUaDFMFgNOTg6ABNaNy9e5cUwczMDM1mk4WFBTnQzWZHMox7iCYtp9AMnTNnH0LTpII4ESJzlpKbVRhHJLGsNHIqlRACDRNSgW4IJei0LFkWu7aNpunKT2R+cQHTtCiXy9y7c5dCwVXD2jRNECLNrpsEiGqVGkkUMRyPOOocc3B0oH7GNC0atTpJFCsqmxCCtbU1paB2sgXbbs9mQI6OlsLB0RELSwtfMaH2q+akqlRK4m1ve1iZuYx6XRqNBk5GetV1HdcpMhj2FFlW5gtFxGlEHKdqUJgjYH4YSIdVTcP3A7Tsu+b8tPyk831fDUA9z+fWrZtMJlPOP35epfUdHR1JpntmspIHEdy9e5fFxUVM22I8HNHtdtUDGsfSgahSKVPKkgobNYmS1RuSgR5GCbVKNYuNiSi69weX/f6AZrMhLaYtkySKSYQgiaTvuetKJPLw8Cgrge6zEMIwZOp7Uutly2GpnvnJe56HSFI1PM5t0I6Pj6nWawoOD/2AYrnEOCuPnEKmXo4T/r/23iTGsutME/vOncc3x4sxIzKTmUmKZFEsQUNbdrskq2A0vGjXpr0zbMBw9dJowA2v3Svbm3YDRhuojW3Aw8ILFwoFG0YXjJJKLVeLalGWSInJJJmZkTG9ePO783i8+M85kRRIKYukikEizyrjRmTEu+/dc85/vv8bRuMtHB8/RpblsF0bjENZA7QNkGaRAklkKFyv00Wn18XOzi7SNEWR5WKnJy9HWU5TMPpQnA1rlHkBzqAs56qiQpLE6PS6kPbZRZEDLSAjjd774H34rkdNet7C0K7sqmXbw3EcbGJ6nbPLKXZ3d5EVBJL85I3/74u/UzXNVT/FsiwMt3cQ51TjL8SBNIrXqty7vLxUB/K2Bfq9DjzfuYp/MQyMBkMwTucH13WUGWen08Hl5aWS40si5U9+8hO8/fbbMAwTg9EQjx49wunpGdI4wWa1VrZjTwMEL738FTLV5EAYhrh58yZefvll7Ozs4NVXX8H+PvHiLMtCtI6QZWRTdn42QRh0EQQhNE1HnhcY9PpYrFZowfHWW2+JnTDHZHIpLMQ0TM4vEIYhmbrkOThj6A/7cDxHxN6YCDohDg4OoOt0uC/rCkzXyI7aD9FUDaqqViVrVVV4+PChyHICGoGGeYGPxWyOpqqh6waKLIdt0hnl8nKC5XIpHJ7WWK9irNcr6Lom+mMUzOB5PizLFiWfA8eycX56htnllHwmRiNsYnpfDM1AkRU0GcRa71ikeNbA0NYNkihGVVVCzpGrxBXLsuh8xYDZYo48zWAYRDo2dQOO5wIagxeQfgwgZBUtOXXt7+/TPXv+p36Wr82kMgw6qNYVrVbLxRrjrR3MpguA6SirhhLpoxQMOoaDLUwupsT1m80RRyk26xiTyQR/9md/jp/97Gf4l//yR3jjjTfw/vvvk80xb2HaFpbrFfwwwHy5wGR6iU0cYe9gH0e3buHeSy+i0+vi9u3buHv3nnIr3d3dVSuv67q4uLhAkhGM7QU+dMbQ7RIyGcfEFH/jjTfQ6/WILtO0GAz65EcBrpjnTUPnBs/z8OMf/xjdMERZlvjWt76FbreD0WiEvb09lHmJ5XyBo6MjBaYcHBxgs9ngnXfeEepdIop+8MEHWKyW2NraQtO0uHXrlvJdWCwW6Ha7irgqQY2macCbVhmXxnEC3hAxVTLiJYAznU6RJCl0zSJEUKaLGCY0ZgppjoaWV6IBTEmPlkN2z5IreXFxgeOTYxiGgY5kblgWtRR0piQklmWps5bv+xiMBnj/4QeQ8UWycun1uspSwRfhbpqmw7JsFFkOQ9MReL7iABLRdwSd0SIt39c8L37To/pbxzUq/wJ+78XbmE6nmJxPEAS+Knlkg9ULfGrilpXq/UD4X9+5/QJacMUsSGPqgeg6BYRJuDrPc/S7PWRZhrolafuvfvUr5bHHuHB27XUJlTs9h2kSN+3k7JT4bX4AXUj3z8/PCFRwLNgWaYFOTp7g1VdfRSbOfqbw2ovjWKULygm6Wq2wEcihZVlwXUfJOfI0V54PUnckYz4lqbQsS4xGI7z55k9xeHiIvCwxGPSxWq3Vz5u6gSRJwISiOopiHB4eIklicAbsbu/iBz/4Pl5//XVCvoSbbZ7n2NnZUWagmghQ6/f7+OnP3oRje+BoMBxs4fz8nHZ9U0NZFgJly+H7ATzPw9nZKb7znX8b0+kCTVPD1GmS+74vFqE+Tk9P4XgedF2DbRMI0+t1lbTHczy0oMZvlmUIglD1xpIkVuVeVVVYLlekOdseo8goONwwDJyenmJ7exte4KPISLoiF5qiKkWgXoFf/PydL375l2UZ5vMFeS/s7kDTdBV32YIjK3KB3CTIywLraKNKF2iMfibLMLucoq2pYy6pQ5cXE1ycndOEYRqSaK20OxcXF8qVtK0blHWFNL+iQXmeB9d1AQAvvvgiDg4OMBgMVJNU9rAoI3ejZCpnZ2do6waeABCkPzwg7diIYuSHIQ4PbyAIKI2CpCzEsNAMTdGRNI3cemezmWJBaJqmtFu9Xk+I+Xo4OzlD6AfYGo6wXq6QpgT82LaNbreLnZ1tNE2NKLnqUX3729/G5WyqynDZ2zk+eQKASiVJYTo+PlbSCU3TsFwu1U6SpQWqqkbbUp8sz3McHt4gk9DJlBDSwVD9381mo+6RM6hzT57nuHv3LmzbVh5/aZ4K/w0Lw/4AdV0h8AKcnZ1CFyWejH5teIOqqdR7KpHE8XiMKIqwWixVJFGn00EjzmJoOUz903Wars2kAoAkuTIgieKUkhrEoGYhABFOYFmW6mPoTFP5s3fu3EHbtlgulwqWHQwG6Pf76ApKv2m7YIwhDEMltaaygj7smzdvinSNBKZpKrbCYjZHlmVYrVaI1ms4loVBry/cl3TYpoVut4P9/X3Fup5OpzBNE48ePVIMCsdx8Oj4MR4+fkQ5vusIs8spAs+DY1GOlAmCv+U4OTlVFm2u62I4HKrzUtVQUBtnDBcXJKW37StGeFkSw6EoSsxmM5EkQg83Wk7N3M0GnuOiEwSKeCqNQ+u2heN5cDxX7CIWpRjymiZ5GqnzleyDUbSshqaq8c477xD/kVFuVtM0+ODRQ0BjiKINbNtCFMWYzeYKMHJdB++99x6iKBKGOyskUQxD03Fxdo4kSeFYNvI8w83Dm2iqCjrTFLDUVI1acMqyhG5ScMRms1Gfb7/fx2azAWckGcmyDLppqAijTzqu1aQCoBCfhtcwDSo3NN0QUotagROcc+hMQ11WqCqqow1NV01Hz/PEWaEVxiAMcZoKcijRdiTwIC3MAOoDnZycoCxLMAZESQzDMpHmJHhL40Rk4hJbo9Pr4sc//gnCbgg/DHA5m6py7d1331UusXsH+2AiFT2KItJaDYboBAG63S4pk5MEbcvx4MEDFDVU8rtpUoM4DKmHpBS5wpOCWNiEmm5v7yBOE/zi7bfRHw7hui5s4T1eVAW63a6iZum6oShEmqZhe3ub9FVtC8uxYbuOCNuuEW8iuLYtmrv02hxDw++98goO9vZw8+Ye7t29jdGwB9cmyhPjHEHgY2e8jRv7B9AMKsXzssQLt26DcY7d/T3kgg52++YtpbGS5yzLMHF5canOYTLBpShyxHGMJEkEpSojU82Y3pfxzljEqLpwfWKieJ6H8c5YHBGugKu2bdHpEAK7nM8Vm+eTjmszqWSgG/HVTAS+j35/AM/z4QpJtKbpGA5HGI22MBgMcHjzCJZDHfSyLLGONtAMXTGsCQnUVE7VbDYDNAbXdlRJUVUVGL8i59Zlhe2tMaGMoIagPFy7rgvLsoQJfwdPnjxBJwjxd775DXroxM4ozzIvvfQiLMvEjRs3yLYszdR9ouWqOU2lElf5Wa+9/jpK8Xs0jeGDR6TybThx3s7Pz7HZbHB+eoZep6tSCXd2dlTJenR0iOl0qvh/ZV3C933FFJFJlFecwY1iblRVhaooUWQ52pZjMSMfjCiiwIZOp4M8JpfYTuCh06XdTbYmNpsNPM/D3t4e9vf3sbW1hV6vhyiKkKaZokKdnp7hyZMTWtA0oKgKYfjjK2emy8tLNA3JUuI4Jks1Uc7KCbZcLjEYDZXKN8uItyj7TbJl4No2yrwU91EqDdhyuRAIp4b+cPCp+1TXZlLJ8wkAxHGMIAhwcXGOzWaNNE2g6wY4iPIzm02x2ZB8gjFA02hySPRGiuRs28aNGzfg+z75sQtvB7kr1XUNtBTmlqcZFrM5kXZB8gTDMPDw/Q8UcLDarNGCo24pbufmzZuYTCaKLMs5hwYSL65WK+WDsFgslNQgyzLKJa6kNyChauv1BtvbOwCAtq6JJyWs+VMAACAASURBVOd5qNsGd+7cUZ4QVVWhrCvcvvMCRqOhEuKVZYnFYq6askEQqB5dHNPZsakaZFkO07QwE6XsYjGHbTsKEZQ200VVUZawaWAdbYSVGVGQ6rrGdLnGD374I7z1y3cwvZzDdciO+tVXX8X3vvc97O3tKS7g8fExfvnLXyKNiXRsaBpOzk7QH/bR6/WuwvJEUB3AFbgSBAF834dt29jZ2YHl2CpXeLPZgDGm3nvTtFCXtfJ8lP4h4/E2AGCziRSpmUpV6nXujHfQthzz6Qx1WSk4/5OOZzF++XXb538C4K8B/ApAyTn/d8XP/WMA/z6AxwD+Y8559VHXPu7v6IbOR6Me8jyDZdkitIz8HVzXJQTQdtDUVKsbhkEEyvUapmmh1+uqcwyFUvuq6ZhEdFYbDocwLBPr5Qq266AqKiKMCjPJwPOpadsSwGCaJjm/DvqIohh1W4vYzBy6cB86vHlEkyVJRcymBdYCZVN9iDfY7Xax2qxhGaZSJ8u8rCiKhBGoKyg4mlLQxusIR7dvYTK9RBiGmE4msCxivnNGC8LF2QURdtcreJ6LMOxA0xhWqzW64tyYphmePHmCF198EVmWouEt9nf3kSQJWSfblopePbu4wMHBgdgNakGdMsA4R1GUqKpS5UrVtQi4LikXeb1eY39//4oeVhRYbUiiLq27J5MJAAjIn84+T56cQAOwvb0jkEeiOenis44i4hDaLqkPamFjYDk2OCeAg3EIqUmDi8sJyUEGA7i2i7ptlPefzjRYjv2UwWYDnREQwjgwGo3wVz/8V79T9O8+5/zbnPO/K74eAfgXnPPvPDWhxgC+yzn/twD8HMAffdS13/hCGINty4M51eKO4yi3naZpYAt6ixTp7e7uKdY4Y4w8JkQzlzr8tGB0ej10u106eGe5KjNJ0Wph2B9ie4skBY7nKgeePCcotmpqzJdz8KZFVZQIRdk2Ho+hQUMap0LAR+K/tMiU5ku+Ns3QoTPtQx7wnU4HdV0r0EHTmIChfXVu7PR7ePjwId599z7W6xWZ05Q5yrqEzjQsZnMEAcHWezs7GAwGsCxTRMIMFNDSto1iJEgr6ienT3B8fCwciDhcl85ao9EQ99/6pagQCIXNRfm1Xq8U8igl85pGoXC6aSDsduA4LjgnWpNpmhj0BoI8TDSo8XiM/f0DGIYJz/FQ5iVuHd3E9vY2qqZCVZVIkkSV8BIpHQ6HaOsWpsgTIyV0A8aARuz8cqJvb43R63SBlqNpalycnUNnGnxLNMk1XbQ7DBiagZZXqmqZTmfPOn8++ln+bT/wa7tLAUAH8F3G2F8xxv6RuP51AH8p/v0XAP6Nj7n2m/4OMY053ZiMtGzbFmV5lcDRNJSUZ1nEgG6aVlB2qITp9/vKb87UKc+VCea3jAwNwxB5msE1r7huP/3pT5XfgiwfSaNFr+nevXtkT9Y0yLJMoVyyYTmfzz9ErgWAs7MzFThX5leZwE83Yo+Pj0ng6Fh4//33lRAxLwus12slF/nKV74CTSP+n8y6kmdFSUsiq+MKWUIOUUVGgXm6ritU7GmVsmXZMG2iVElrNAmkfO1rX1O0o2i9ES0PAjF2dnYU0900TZg2VQQvvfQSHMvGk5NHSBLKJe50OmA6U+x3iSoyISaU7PSmIWFimqZI8wy2S0Y80vVKqnXbtsXFxQX1otZr1HWNx4+PoZsmVS3ifiQ7Zx1t0AiJyWK5xjKm5M2qITS3rmtw1DBMR1nWSdnKJx3PdKZijP19xthbALYBvAngHoDvAvhDxthrAHr4sBV072Ou/frv/WPG2E8YYz+RW7htk0fBkydPIGWZJIEuxSpEQQHyzQagJmDTNCqMbb5cogVQtw3qusFwOELDWzCdwq29wMd0vRBdfoavff1rGAz6SKJYNBlFnGeWAi3H8fEx6rrBYDCE47lKPFkUOZE96wpMZwg6gaJQ7R3sowVXlKiTkxPqXwmvC8qk2sV6vcbjJ6c4PDxUXg+5ZF67jiCLXqVLblZrJFGsIPqTsxPopo6Ly0tUVYmGt+j1eiiKEq7vQTcNbDYRfN/DYjEHRaZSVbBer7HarJEVuWio56jLGh88foiqKJHGKVzXQ54TU1z6L242EQCGOKVzkmVY+OVbv8TB4SEs2xU9qEiBCqPRCKZpwXFc9Ho91HUj3t8Epm2CMUr6MHUTjmXDdV2MRiM4ngema7AcC7PFHEzXcOPoBnq9PraGIwx6Pfiui7ZuMNwaIY1TpUo2TROjwRBt3cBybIy2BgjDEEynNsxoNKIFkOuoCgqYoAjXvwX0j3P+Z5zzVwGcAPj3OOcJ57wG8OcAXhWT5tctnj/q2q//3j/hnH+dc/51TaMzTV1WCDwfTNORCGRKwp4aI3i5LgmZuri4UOxlCXIEos9ycLCPxWIOQzOEtzgxDNbrNaqmRlkSf0wmQHDOoRk6giDEfDlHN+xgtVphOV8Q7cX3AXC8994DTM4vlCT8gw8+oN3PD9CKB2Vra4s68zmlr8tVXtpxSXRM0m9M08RwOMRmQw1tCXKMRiPq2UUR/Z4kxcHhIba3t2FYJo5u3aTX5nowNB0747FQNgd0ThJhdQRmtJjP59ja2qIUwZMTmLqBoxtHaCryf2/RKhMUXTfQtg2m0ykWizksy1Q5WsTjI1l6W7d4/PAxlusVoAFv/fwXMHWTuIVtg6Zp0Qr7M940YJyjrRvMLi+pkWuYWM4X0DSN/q6pqxKZMU2ASxYmk0sMBn30+z3wplVxr9PpVAASFYosE9KbFOfnF0SiZgyMAVVREhFZcAglckhWBlRZuK5DAQ5bW59gKl2N3zqpGGP2U19uQHbOcvybAN4H8AaAPxDX/hAEZHzUtd84fN8HZ0CnG+CF27cw6PcEm9hC4HkoiggvvfQi7ty9jV6/g27YgWPZsITkQ277aUqgge8ShPz48WMyM2EatoYjXJydY7VYgjGGQY/MWba3t5X6N/QDRFFEq9t4C0th3dW2LXZ3dxVZtaoqvP766wCgbIW73a4KU3j06BEZ2TgObt46VBowzjlaXotQa2o6np6eqgDp6XSKPM/x+PHjD1mhyVhT13UReD6qohLOURSgLVXDUosmtVKapiHsEqk3TVMsl0vcPDzEkydPlGlp9dSZJM1TbDZrOI6Lb3zj60/5nXcVQ1+2Bhhj6HQ6GA6HSlUtUbtOECKJYvQ6XWw2kWDtA7ppICtyDIcj1cxuOAc0Ohd7HtGNZMnXNA21JeqG0DmB+FErgXh/ZV3Bdol1bpomdnd34Tg25vMFAKZerywhGWOIBE1L0zRV+smz36cZz7JT/T3G2PcZY98HlX8NY+xfM8Z+BOCUc/6vOOeXAH7AGPshgNcB/OlHXftNf8S2LfgBpXLYto3trTF+79WXceeFW3jpxRdVxAtDi7t37+KFF17ACy+8gBs3bmC5XJKsXaxCZVni4uICnU6obM6kzP3h40fo9nuwXRu+6ykXntnlFI5lY2trJErNBp0gRJnncCwb21vbKn7naQsuSfiUK97FxQUObx4hSmKVNGI5NsqCJsXl5SUYY8hS0h1Ji6y9vT2MRiO04BhujTCdz9Dr9RSaKRPokygiDVPTQNdpdb9//11yNMpyOngLTqAv6FUk65iDMaYiSSWII+3A2rqhdsVihqaqVSRPluXK4oDMYxjKssJitYRuGiiqkhrkhi56bx62d3fAdA1lXSHsdpTrVZRE4Jx0V/v7pLiVvb2mIsHoraOb0AxdTNYQvV5XmV0e7O3D8zx1xqLPKodumhj2qSmtaUxQqqgwOjy8oT4bafGmm4Zyj+p0OtB1ktFIQaT0Efmk49oQak1T572eB9ty1XYsm6GGYaBpKwUgSA1UGIbk8Wa7ODw8RCcIya1WEG+rqhY7FgEEUUIN2qahkGqd0cSQjcazszPVX/E8H23bYLlcwrYpjoVEcIYyYpEAATVpRfTMBZmytG2L1YI4cUVVYjzaopQQn5qijx49wma1xuHNI5wcP1F+e75PJi5M1xBvImW8CdDZMQwpN8sPiW3w4MED3Lv3Iumc0CL0KS/YcWxE6416qNESFefRo0f46le/Sm5FLqF05ILkKeZJU1Wo2xauS77y4/EWVqsVer0eKZkFuuj7ASaTiWgHEGiRxgkGwjS0aRoEQYCmoaCIxWKOfrcndt9W2BhkV/IUAfxIXxHHcbBerzEabWE6nYI3Dba3d9BwavDmwtZAM/Qr+28BrkgGBQBBQM4VajydXqpys2056rpSBj2y/P7g4ckX3/jF81z+la/cphU2CLCYz9UKKU36syxTX8dJAtO4MlgxTBu2SbIBmTq42WxUKUdIlSWchWgyMcZwdnauEkZIF8VRFMQksCxTOfisVivhvV0qWFh66nW7XTx48EBB/HmeK485CaAAUExzOSnl6/R9XxhEUsN6s9koe+O2bhBFERhj6PX64PzK1MX3fVXSEfRMD7EhkFHHccA4lVSr1QpbWyPlSVFUJRzLVv2jRpxTSCBIKKfjOUALZFkK1/dgmxZJ+x0XVVULaQWde+I4ppA7QxcEZV3ozjwUBYVHrJcbhCEtcJloHdi2DbTAOloryH8xm4vI0l2EXfJQdESgBJ1HfXWWdhwHl7OpKoGrqoJlmLBsA9GGQiRaXkPXRKJlXSsqFPUhFxgOR4LeZgi7ggI/ffOtLz5LHYB64OLVGo7rQtN1GLqlmriyuVqWJTToYNARR8TQtkTvRTKcbdvG3t6eErT1+300nEKvn046f1pOTuLHCclFRB9mOBwCgJqYEu4vyozC3roBNtEKN27cEI3hTJ2bmMYVCCLPYQDUDlcUBfKyUH55cpJJP0HXdYW7k4PxeKy8G0gi4ipYn1oNjZCz1ChL8tcr80JI7AlFrOuaqEQNkU+lU69kM0jGNgABtNAkK8sKvCEnXZ3pKCoSgvb7fQqIs204ngMvCIRVN7EddF1DWVaizVCBsSvldVPVqm9VlgVcmzzT0zhRiSqO4+D09FSghTSJaeGxVN6UZVm4ceMGAs9XJTljDOdnE+VSqxuWIvvatg3DIpX1Otog6HSQZCkBLSBKkyY4p590XJtJpes6XC9ArzuA64ciAb5PhFBhKm9ZFqARmhaEHrJCnHFaSqF3HCKAHh8fkyV0FCupRBRFyguvBTkQVU2N5XqJTq+Dsi6R5uTMajk2bJsMQdKcgIGjoyMFZHiehzhKaWVtGcKgK3pcOcY7YyRJDMuxYFskZpSHbrnDlDWZuViODU2Y2Pzwhz9S/Lt+v4+Ls3PkaYbVag1dJ5RxsSC7LUlXkughuSg11C6oGnSCjjBiMSCDx6HRjri9vQ0/7KIF7ZpyEcgyahDTGbMQbHobmqHBMHQ8evSQEkpME2ghwgTILUratUnonzEg9H1UVY0sS2EKH0POOJIkVeDGZrWGIXa06XSG6WSKuiYhIucc5+cUldM0DaV5aIxcpfIMnR418zVNw+PHj5EVufJKtG0bo9FI8RvRctUb3MSxUItTE1ySljudUCCFDJ+2ers2k0omNTDGULcNypL0Ssv1ClmSqx2rLjg0ZqAqCQnSDF2RQsu6wnw+x7179+hDZhQaneYZ4jRRIEEaJ3j4/gfodaix21RUxxdZodC7NE0xmUywv7unqEabOMJqtVJNT+lcNJ8TZzDLMkRrai7ypiWTFdXsZLi8vERRFFgvV2RQWVaYTCZwPBevvvaKWp2bpsG9e/dESUflWrfbRa8n/C16PUFKpV2u2+2KB2kIw9BxeTlBvNkgTRORGjhVMHHbtgi7HXQ6HTXhpaK3LEt4gY9uvwfD0NHWJQa9vkpJkefJtm1huzY0aFitlnjl915RYBAAXF5eIkpitWsAUOhiURSwHFvF7CRJAj8MMBqPyJizpQzioBMi6ISIog3yPANaaltAY6pE4wzQDB17e3sqzd6wTCxWS9XXG26NYNqWAjcCcd42DB2WZV65NGU0uSzH/thn9FnHtZlUMolQligAMQ4kJb8sS2jMUFZULbjanQyLSKmSlEv8OV25/fz+7/8+LMvCeDwWWhmGm7cOFXPasEzsjLeRZImwByZTFNM0aRXMMtpBuj2MRiPlg0FJij5BzWCq0y9XuqOjI0Xlefz4sXLA5Qw4ODhQ55HFYqFg6jRNKV5nQU5KEnWTaRaWZWGz2QjE0cDjJ8fqfZOl5tbWFkzbUl87joOmqtWOKUWTvQFNAvLlo95ZVZTIElqkkqIUObl9dDodrNcbgQhmmM1mCn7+0Y9+RMyLKMb29o6Qzxui2uipfpHn+YrVYTk2NXUtSyVPynvv9/uKQU4cPh1pmmC5XKrJYWg6hv0BsiRFKZTgSRSrslg3DQSdEGVeIFpv1GuVyO1mswFvWhiGjjzNMNyiRrCc7J/qWf5U//szHEwjvVPDr84xYRjCdT0URUEHWgBllaMT+gBatcLK3oMU3smyRorsfvGLXyCJYpyfn2NrOMLW1ghlQbGm3ZDOEHLrb9sWddsoi6wwJERR8vEAKCb36empgsWzLMPe3p6aKJvNRsnQddMgubZgVnc61Fj2PA/dfg9t3SD0gw/RhZqmwd4e7ZKNKKvSPIMX+Njb2yMmQxjQJK/pobq4uIBuGricTeG6HpYiO/fpharX68OxHCQJIWKJsCRoBABCfZ9Glct5nhMZWAA1W1tbODg4wGgwxGIxR6/Xx3A4Ep8igTx01iHNUxQRqeZph1pD01UWmQQZSIXrgXMoeUmapjjY20dVlTBtG73BAOslMWaKqkQUxdjEEami04ws5YRHoKxAkoxKekkKkKXysD9QPSrP86i5nifUwK+bT/UsX5tJ1Qr0qS5r3Lp1S5Um08mEjPM3GzIEAYVnV4KJvlqtEAQeLIu4bvP5XCWn26aFpqrhWDaCIMBgQPa+WZHD9T3FlKgKasoGnq8MLQ3DIAsscGH6YgqZOCF0vUEfR7duqoQIKeEohRWYLMmk5+Dp6SlB4b6PxWKBsizx9ttvK1m+THcPgkBk+OYKuLAME91+T/3fuiYP+CwjbdLOmHz/mqYB44QKlnmBum4wnRKlS0LxcRyhRYvR1ha63Q48wUvsBCE1QwXZV76Gtm2xWCywK5xlkyTBo0ePAABlTfxEoj7R6i5LvqIoRNzqAN1uF6EwtInjSJ2Ner0ePMXMpzKeLKo51ssVtoYjpZQmy7ca3X5XAVpyQkhdmCxh0XLlCCXbBBLokIBRURRo6wY60wBGED2dzU1A+5KcqaQXW1GVuH//PsbjMRzHIYlGU5MaWKBqWZbBtohga+oGbNtF2wLDrRF6vR62trZw69YtNGIn44w4brZt4/JiQucZYQj5tPxbOrMGnq88DZIopvhMxwITv8cwyJDG0HSFQoVhqD7kpiLYdraY4+WXXyZ0zXOhGbryV/A8D7u7uyqRo65rBKGHhtNOeXBwAMuxlSYrjROUwsasroluU1UVHj9+jMlkQn0qYWiZJSnCbggv8OC6tHDQ6yTwoMxLVHkBxmnX9TwPy+UKru2qhqphGErr1BH+9ev1CqXwUszzHDvDHaHG5qjLFptNpM5ouq5jf38fiwVRkGazGcnyLRt5TiXW8fExvS+CEO05DjRAWatlWQbXdmAZJkxdVykipk4e8JpBviKyiUwKgkCdd6VeTirCy7rCYjYXYQkMHA2KkrxIyrKkB7FlX57yDwB0jcPzXBWNcnp6+qHYlSLLwdGoyMosjQHWYr1cYblckgOpaA7LpJCyruBYV/C6lJL7YRdZlil5uOy6B0GgAskcy1ZuudF6I0ihxBer6kLtJlG8Rl6k2NkdI95EuLicoNPrIktSnJ2c4snjY9RlhZ3xtjgsB7BNHd3QhyWcWaWUYb2mPtA62ghSMVQC48OHD8nws8iVhPzg4EA0Xg2EPu1yumlgtSCIWPpwUNBZhG63A1c0ei3HhmEY6r3LshSXl5cKfKE2Rq36N0/bmnEObKK18FccwHIMhCEZnxqarh7M9XKJJIpgaBqWywXRiWwXjmXDc1zwhkrbxYK+t1gtUebFh1Iy0yxGnIio2sAD0wHGBMFYo9YFWpJ8XEzOwPG0TwYdBcoqRxh4AGuhswY649AFu0PjQFUXqOoCl9MLZILj+EnHtZlU5PW3UStMkiQKsWqaRnXZNV0HZ62SM8i4m2F/AN/14Hk26rJSB3PPcZXdr+R4yV2o2+0qkqhsMEvRnG3bivHe7/eVScje3h6yPLkCAAQx07E9rJaUAHLz5k1omoa7d+8iCALs7OyQVqiq1LlstliB6aYCGQaDAR4/OkEQULOaytpAraKO4+Bb3/qW2l2lQ+10colOrwtoDL+6f18hbJ5HPa7jkyeqV9WCgr55K+TiLcfx8RNi1O/tinKT7AzKskTV1Motd71ew/N8zGZzGIYB27bQgt5fCczIBBS5Q0gn29lsploF4A3KMkcUr+EFLgajIcq8UJNVlnXyXCQXMsdxUDclmiJHlqawLQttWaDIiQ2xWK9gWroCmAxTA0eDvEhVs122VqqKnqcoikjYWpUYD/oUTToaKRTzk45rw6gIQp9/5cU7Kjle6n5a4Z4kzfqrqoAlHmLdYEiTHGAtqpIebs930LQtwDl8L0ReZqgKobAVlH5ZntmuA8vUyYzf9hCEHu1MNYftkuy6qioMh0OYurAwti2URYa6aZAkGW7sHyiGvHwYJEDBdA0amMpj6na7ik5D0UCUMVs1V2ck6XURdEJE6wimaSjAROY+jXdILp4l9DtHoy289957MCzSj5k2WTiTaQtgChhchowbhoG8LOA6Fjh0LGYzeJ6vHmiZhijNYUzTUG5Jh4eHWK+p1NQMWqTausHewT7ee/cByiqHY9NOKBeIpmkoKCHZqF1A0zREUQRNN2EYGuq6BdDCMk1YJtHCiiqHo/LJyNeiLQs4QagQULkIlmlylRyZ5eA1kZB5WyPo9ZXK2LZtOAZD2TKV25XnOfphAMMh0GsymeDHP/75F59RwUSParUhbzlZi8sVC4ACCaIowsXkTLG3pWRC+nhPJhMkCUGwp6enijOYJaSNsiwL9+7dg2XqShwZBAGKvAID1fOu7aizg2RCFFWJaL1BHKWINht0ApK8Hx8fKx9BqR8yrCtJA7me5qp0jONYGcn4vo87d+5Q9E1GSFuSEXeNJB4WFosFOKPzD2OMFKyuh96grzKE5RkkzUmMub29jffeew/SW/zs7AzvvfceNE2j86VpIYpjOoeEIR49eiRU07piXwRBgPl8plZ16a1B9ChTkZdd38P5KcWxkm89vWeSoR/HMTEzikL1mJ6uHoj6VaAsiWXhuBayPAE4V+fEdLMGr0pw3VC8wjzPsV6vcXJygvHeLvpbI7QaVSDD8RZ+7/Wv4qWXXsL2aEjBdjrAK2qcVyJQQrJJ8pqgehV092me5euyU/m+x1/6yh3FjzNNE0WWKy6fZZhIshS2aSEvKIVPwul1XSPwOwpOlTE0ElWS1CJJc5H+eYZhoKxyeG6geIUXFxfY399XRjLSTzBKYliGqVxuy7LEeHuEIiel7HA4hOXYmM1mpK1qiTAqWehSEiF7MJK4+c1vfhOXl5fk6cCocdrvkrln0zQUCbpaXpFTK/p/Ozs7qKoK+/v7OD8/VzIS16fdVu4gYUir+tYWuci6rvshE055VpLnzbIsMZ/PVYKKXJDk+yo9QcjyIFC7dJqm8MMASbxRZ2JdM1GUNMmTNEUhgrklS1/XdbSczkJFWRLg1FTKwbdtW+zv72O5XKLjURm/d3gExjiSJENT5PD8EJVIRJTEZup5FvBsD3lOk6RqqYfJmhpB4CHLCrV7N+zKOsEyHaw3S/z1X//si79TAQQWyHr27bffVpbAclsvyxJpmuLs/ByarosP2FTpFZZlUeaUZSoWexzHWG3WgMaxf+MA27s7CDqh8OumD+D07IniFnY6HeVyKqX30+lU7TbSfkw3rh6Mfr+vmpLyQyV/wRpVQ9BuWZY4OjrCZHqpYnc8z8Obb76J+XyO5XIp5CqUBhLHMUzbQtAhku+NGyRhAKNSUNpw3b9/H3EcK9KtBobQD9WuJzmLMtBNaoWyLAPaGmhrVaLJc2u321UmKWVZIvAclDm95jAMlfdE0zQIOz4Mk8pAXQPW66Xq+c0X5IGYJynqPFMi0eVyiTyOEG9WajIP+n30uj46nQ4ODw8xGo0wHA6RZQluH+4j6HVx+95d1EWOuiG/Rs2m8j0UJqmSCkYbhYayqVFzoKgb8JZBYwb8bgdZXkM3DGiWjaQg1E82hQGoyuSTjmuzU4VhwF9+5Z4yqpQrsmkT50/2I4o8VU1a2VNpaq56OjL6czAYoKwr5HkKy3JUH0MmDGpg2Nkd4/Hjx2q7J0/0AJomXHIjerCzLFXUJMob7ikhYJ7nV72ZMsPt27dxcX4J4OqMJZG0G4f7WC7WODo6UuWp9K2Qu5ckx463iTlt6JZiW0h2A9O4eng0RvCyfD84xNnSDZRpiqZpuHHjBk5Oj2GZDjgaJJsI3f4Qc6EGqKoKg2EPcURs/TKjkL11QqXoYNBDml5xDuVOKu9Tcui2t7epNZJXmFyeq7RLWVXQayrhuiTrGQwGKNMElvD6k/QpzrnY8Qj+tnWDlAmOq16vPCPJPpX0ww+CQBGWZWj2ZjGH6XrqPbHFglpxqJ1YVjamaeIv/uKHX/ydSqJpMrFcE83XD8kb8kJRlSSLW9fonLJYLQEQmVLqrXSmIfBCJXKToWTSNefk9FT5YjRlA40ZyPNMoV2r1RIQNKMsy0gZW1ZI0ghxHKvSR8Lh4BreffddgZTRIiBLPrkT2raN9WapdrWizOB6tmKe27YNyzaEUK7FfDFVqFrVCLVwXqEqGzQ1x+7eNsbbI9RNiU43uHKfZRwaWviujcBz8PD9B3RedAygobMp4w16oYsg9NDveMjjCFmeINksEAvUsRXk2snFHMl6pWzMSNynw/eIEzgYDGBbLmbTBZqa79y5oQAADqVJREFUHvLx9jYG/REpg7sduK6LwWAA06DSXDWwbZL9b9YxtJYWRNu2lZq4bVuULYduUdtjOp1iMBgoJXIURcIMSKSD1BwbsUMrH0hNR9sATc2hayZWUYZaeBhyQJXaRV4pRs8nHdcq8/fy8pJWYtFj8F0PaU5GKJ0gVM6qrGUqJEBB0j1iJIxGI3R7IRbLNTRDR5FRT0ceonVdR7yhcscPXLVyURh1pXY013XhePR9LgR0nBMquF6vYTumgro1HYCwTmYtw+07t3B6egrbop3x5OQEr732Gt57/13s7uwjTjawLRdM4zg9PaWytcqVLkqyF5qmgWN76Pdcevg0wLLJO6Lb62K5XOLRew8U4uj7Pk3ikMIO0jSFrtHvOT4+wde+9jqenFyoBw1YoSwS3L59G1sib/jRySnu3buH08ePcDq5xHA4VErhvb09rIWD0cXFBbrdLnZ39nF2dgawFo7rYjmn/thyuQRjA0IclzM0RY7+1hgMOniPwbJHqtyUFDBSIpgoGmKeUHiBJTwxXHW+a9sWDx48wHg8BgBouo4kJbRYY9RT04QNgdTV6boOsBaGSZKebo8WA8YYOn6ArCSQYjweK7PVTzquTfnneS6/ebSPfr+v7LYaTpZZhqYrV9K6rVAVtehZ0f+dTqfEAOj3gZahboh8KyeIJrKvFosFlZdBiMWSIGdZkjQ1oYLdHpnEJHEmIGmu6Dp+4KJpgSwlNCsMQzVRi7xSVCWORsHJ0leiyCv0+sSciONYnW0kUHA5maHXJx6iI6J/oigCM6+ymbIsUzov+XN5USATJFBmUmnrGAyvvvqqshsrigLL5RpBj/RPdZ6gaTjOz89x9+5dsJajahulhpV6ps1mA80yoYPYERfnp8KsskWr6bAtV515pUvvcrlUnMXlcondPXKHlb4dYUC9wW6PGCiOoau4oLouwaFBF74TUgktdWSyDJaRsGFArrpSnhNHazqHRyk0HarXKEP3pN+jLLENpqGpKQSwaAgF1MFg6Az/2//+51/8dHrGGPr9vsrzXa0X6IQ9mIaGqqwRJxuqkWsCD1brhToL+b5Pdbc4L5HQjPz2wFrwhuHi7ByaDgQ+PQgyu1eannAukC1LV81R+cBIBKusGjRNpXZHWdeXRY2d8Qg1b1FVBTRG8m5XEGml2PHy8pLqedG3IgkCnYksm3pBBztbSp0aBBToffvrX4dm2WTIv14JlMsAYxxBx0e8sYULkifyrSpV6oZhiJ2dHfj+DE3DMeiEiDWOOI5xcHBAaGUYKv/A7nCEZRRjdjHB4d4uqrpFEm+wmE+xiinCJ3QdnE4uce/2LbSth/l8rqoLGaJgGAam0ylWyw0My4RtWuj1+8gSyg+7nMywvzOC6wYKcCJVMhBaFphpInQdnE8mGA6HyHPyMFTWAg3lTU0mE9guMWx8z0GelXBcC2VBzX/p2yjRPRl/q2kagk4HruMjitc4PDwgxQIDuPa3JFJkjP0jYeICxtg/FWaa/+yp7z/TtY8fREY1TRO6wZThPWMMpkUPaZZlsGwDRZkpTwf5cPcCnx64ht7MpkzR8hqZSLUnigsFiPmBqyB5TdOQRvRQt7xGkVfqIW95jaomtyPGGPIsQRJvFMETIKTIsjUUdYXVagGDaULMOMflghC91WqBxw8foKoK1DnJJgbdDsbDASytRcezMej4eOXFO0qBLAmnr73+VaR5hsuzU1gaLTyGYSDsEmxN+b+A4biYzRZIUyqXZcO0rgndK1sOg2lYL5bgNYfGNdX3k/7u8/kc0WoJgwG+TarZshBB4QKy9zwPlufjxRduY7Vaqfd2e3sbo9FIWADUKhXesizi56UpWEPlq6YDd+7ehi5Eo4PBAI7jYDjcwt7eHlyXyl2uGzg4OKBSVfieV1UlGB1EIet0Ouh3ielvGja2traose+YasFr2xa6Ziq7BMdxVOWDtkYv8DGbzAjcqBsYxqeDGp5ppxI2Za+Lf38NQMA5/7uMsf+eMfYNkM/6b73GOX/jN/wNGBqVPZrQ2WhtAw0cLW9RC5KmLDNknUyAQIOiyqFZOgxdQ8OAqjUB3sIJuuBowVmLTbQSwQfUiyqKAqgr+J6Fjufi/MkxXMuEaxtIxc8WWQHTpDNLliXodrvCrqyG1lZ44cV7AmmqEHgmbMtD0BIyt9ls4Lo2Op0AnmXi5u2buP+r+3T+8RywliPc3cNyuUSv14Np2mhbijaVETG25SII6ME5OzvDzs4OreoNreqeF5AJZlni4OYtpJs1AA15nqHfJwVwWZawDYK8maGjqCrA0NEIv42dnR2VEDKbThVlS7pFSTZ/nufohR00nMHzHMAwaSfLqMw+Pj7GjRs3cDmZwH6qHyatweq6hhd6H6J3ZXUDZpjgLUfLye1pPB7jyHNIqCrIs03ToCfIxFVVQddatfvMZjNV6jHGMBqN4LouJhdT5EWMvndFO9J1HbPZDEEQoBfQrsehoWkqOIYJS9dg4NMdiZ61/PtPAPxPoHCCvwPgX4jr0s65fsZrHzupwDk01DBdV8kpirqBaWrQDRO8Jun8ckGCNvKZ8KG1FbgIedY0DSkvUDcA1xgMw0IVrcEMBr1tYGgMeRwhdB2sZpTqV4Ng+STN4Xoe3MAn7U1IEO/+0U0lXJMehKHrKOiVVxWahsN1idmumQZ4XqtdEDWZg5ZliQf3HwgfiB7SNIZhUYOT6xZaTUeaxqrnNhgMVHM2S2MUmqZ2b0kUlQdt3w9RLpfIoo1goDQoqwZZ3qBtKrFL20r8GHo+KkDFtx6fnePWjQNEWQ7bcei+6ga9YQ9H3TsU3RNFMC2aXI4tQBpDVw5U0ptvuVyi2+8rTwgAateyHWp/WLoB3YTqj0kpxs7BDVimjvPpDNujLZRlirbNn6KoXfUPXddTuyznnESghzeU1fbNwz24ngk/3IPGuGoFyJ5dv99HsqE+XBiGsC1D7ZCe5zzjtPjo8VsnFWPMBPAdzvk/Z4z9E5B98wfi22sAr4Am0LNc+/Xf/ccA/hgA8b94i9n5KfG43ACWxrFpAKDFakViN3pgCJ1bLwr84fe+i/lyAUPTEa9WcMNA9X1acOi9AHFKpR7j5A8xGAwUJM6ZBoACz959910F49auC7/bQ9M0ePjwIW7dugXLssEYoFnkm8F5gyTNVe/LMAzo0GFp1FNyTAs118E0A66rI005GNOFY+1VeeQYDOv5DJ1eF2lWwDAagGUIPF/JKKSCWK7IxBpYq53AtWy4XgDL1MVOaAG8Uf2kzWajfOarhsOyyRPQtk3UeYZ1kiKLNmibDozQgmFbKMsa0/MzsKZB1/dgOw6yLEFZaGg5w6Dfxb0X7mCxXqHXHWCz2eD27duKl0diSzpPJtEaw/GWCGBrkaYZRju7eP/+O9jf34dm2Yp9Ejoe0iQCIMrTqgaDDl0zkWcxPJ8WteVqDtu24XkeXv/91/CLn7+Nu3fvIitylE0LyyImjQREpudn6I22EIYhJpMJOn6AuqYWwc7OGG+++Sa+953voeb1rz+qf6PxLDvVfwjgf33q64+yc26e8dqHBuf8T0AxPeh1Qz7oUIiYoekq9UGuRndu3kKr6dDaCq0m3GBDD2maAG0LzTCwu7+HJ6enZBVsW7BNS8TquMgSOp9Zjq16JE3TIIkSnFycqVobICGepMkUBRnvywah7JkVaQbPNZUi2XV8VHWBoNvBdFqAaQwNGPIqh56Z4FWpYnPIQ30by02OKJqjLHPs7+8DAAKPIOYoiaBrunIEkurjp+UMOzs7iPMCus7QH/XFgTzFYjHHeDxWokdAw2KxQJIkBGM7ASZPnuDg6JAEkoMBXnvtNTx451coa5Ah6MEeLNNBrWlYTy9pl/YDMIPg5iJNMJ0twAzqVRVFgffff1/ZuHHOhSeiBl3XwExLIZrj8QiuQ6JDvzNA3RDy6moaWuGp/vDJCX3+FrBablTZ3e2FaGou/BhthfZVdYGXXnoJeVmAMf6hZnRZljAZHTEODnbw8quvII5j/F9//v/gH/wHf4Q33ngD/8ef/p/44//0P6LkyvZ3zP1jjP3XoPMUB/AtAP8tgD3O+T9kjP1zAP8jaFf6h7/tGuf8x7/h70QA7n+qu7meYwTg02WzXM/xZb+vI875JzJV/607Fef8v5D/Zoz9kHP+XzLG/hlj7K8A/ExOFMZY/izXfsO4/0n7Atd5MMZ+8vy+vjjjs7ivv1GfilOAGzjn/9lHfO+Zrj0fz8eXfVwb7t/z8Xx8WcZ1mlR/8nm/gN/ReH5fX6zxqe/r2nD/no/n48syrtNO9Xw8H1+KcS0m1d+MI3h9BmNsjzH2U4FyGuLa74AX+bc7GGPfYoz9iDH2Q8bYPxXX/rH4+n8RhIBnvnZdBmPsVXFff8UY+x8Yjc/88/rcJ9XTXEIAluANflHGAsD3IKJXP+penvXa53UDHzMeA/h3BNo7Zoz9AYDviq9/DuCPGGPjZ7n2Ob3+jxv3OeffFu87AHwTv4PP63OfVPhoLuEXYnDOc8758qlLH3Uvz3rt2gzO+QXnPBdfViCK2V+Kr+Xr/fozXrs2g3NePfVlAVoQP/PP6zpMqh4ooBsgClTvc3wtn3Z81L0867VrNxhjrwHYAlHMvhT3xRj7+4yxt0D51SZ+B/d1HSbVR3EJv6jjo+7lWa9dq8EYGwD470AKhS/NfXHO/4xz/iqAExCV7jO/r+swqf5f0DYMAH8IcT75go6PupdnvXZthgBd/mcA/znn/AIk2fkD8W35ep/12rUZQhcoxwbEZ/3MP6/PfVJxzn8KQHIEm2fgCF6bwRgzGWN/AeCrAP5vUDnxoXv5qPv7AtzzPwDwDQD/DWPsLwG8AOAHQvn9OoA/5ZxfPsu1z+XVf/z4e4yx7zPGvg8q//4r/A4+r+fN3+fj+fiMx+e+Uz0fz8eXbTyfVM/H8/EZj+eT6vl4Pj7j8XxSPR/Px2c8nk+q5+P5+IzH80n1fDwfn/F4Pqmej+fjMx7PJ9Xz8Xx8xuP/B3QcjVEt+7mkAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the GCP's using optimally estimated pose.\n", + "plt.rcParams.update({'font.size': 8})\n", + "for x in range(0,len(final_coords)):\n", + " #plt.text(final_coords[x][0], final_coords[x][1], gcps[x][5])\n", + " plt.scatter(final_coords[x][0], final_coords[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Misc. Items/zone_easting_northing.png b/Misc. Items/zone_easting_northing.png new file mode 100644 index 0000000..641a9ca Binary files /dev/null and b/Misc. Items/zone_easting_northing.png differ diff --git a/README.md b/README.md index 78c4357..f1c3771 100644 --- a/README.md +++ b/README.md @@ -1 +1,4 @@ -# project_1 \ No newline at end of file +# project_1 +Doug, + +check out main_NT.ipynb and main.ipyn. These comprise the majority of our groups work on the project. We found that our pose estimation found the camera very close to the actual location. \ No newline at end of file diff --git a/image_coordinates.txt b/image_coordinates.txt new file mode 100644 index 0000000..4c93fd6 --- /dev/null +++ b/image_coordinates.txt @@ -0,0 +1,5 @@ +2162,545,323479,4306481,182,Top of Washington Memorial +1480,2170,323024,4306503,3,Bottom of fountain +1885,1662,324286,4306580,37,Round dome in background - Natural History Museum +845,1541,324164,4306990,85,Point of tall building in background left +433,1261,323017,4306515,22,Top of flag pole in left of picture frame diff --git a/image_coordinates_campus.txt b/image_coordinates_campus.txt new file mode 100644 index 0000000..a21cf7a --- /dev/null +++ b/image_coordinates_campus.txt @@ -0,0 +1,5 @@ +1984|1053|272558|5193938|1015|Main hall spire +884|1854|272572|5193981|982|Large spruce +1202|1087|273171|5193846|1182|Bottom of left tine of M +385|1190|273183|5194045|1137|Large rock outcrop on Sentinel +2350|1442|272556|5193922|998|Southernmost window apex on main hall diff --git a/main.ipynb b/main.ipynb new file mode 100644 index 0000000..3ff2b5a --- /dev/null +++ b/main.ipynb @@ -0,0 +1,245 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "# Import necessary libraries\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "# Class for our camera model\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " def projective_transform(self,x):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " \"\"\"\n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv])\n", + " \n", + " \n", + " def rotational_transform(self,X,pts):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " \"\"\"\n", + " \n", + " cam_x = X[0]\n", + " cam_y = X[1]\n", + " cam_z = X[2]\n", + " roll = X[3]\n", + " pitch = X[4]\n", + " yaw = X[5]\n", + " \n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x],[0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + " \n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + "\n", + " return C @ pts\n", + " \n", + " def estimate_pose(self,gcps):\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"\n", + " p_opts = [] # Initial easting, northing, elevation positions\n", + " u_gcps = [] # Initial projected u,v coordinates\n", + "\n", + " for gcp in gcps:\n", + " pts = gcp[2:5]\n", + " # Add homogenous coordinate\n", + " pts.append(1)\n", + "\n", + " # Observed pixel coordinates\n", + " u_gcp = gcp[0:2]\n", + " p_opts.append(pts)\n", + " u_gcps.append(u_gcp)\n", + " \n", + " ave_easting = np.mean([gcp[2] for gcp in gcps])\n", + " ave_northing = np.mean([gcp[3] for gcp in gcps])\n", + " ave_elevation = np.mean([gcp[4] for gcp in gcps])\n", + " \n", + " # Initial guess at the pose\n", + " p0 = np.array([ave_easting, ave_northing, ave_elevation,90,45,45])\n", + " \n", + " # print(p0, '\\n', p_opts, '\\n', u_gcps, '\\n')\n", + " \n", + " # Find the optimal pose minimizing the residual\n", + " p_opt = so.least_squares(self.residual, p0, method='lm', args=(p_opts,u_gcps))['x']\n", + " \n", + " self.p = p_opt\n", + " \n", + " # Function to transform all gcps into the camera coordinates\n", + " def transform_all(self,X_gcp, p):\n", + " transformed = []\n", + " \n", + " for gcp in X_gcp:\n", + " # Perform rotational transform on X_gcp\n", + " rotated = self.rotational_transform(p, gcp)\n", + " \n", + " # Project the rotated coordinates to pixel coordinates\n", + " projected = self.projective_transform(rotated)\n", + " transformed.append(projected)\n", + "\n", + " return transformed\n", + " \n", + " # Calculate the difference in the estimate projection of X_gcp and actual positions of u_gcp\n", + " def residual(self, p0, X_gcp, u_gcp):\n", + " all_res = np.array(self.transform_all(X_gcp, p0)) - np.array(u_gcp)\n", + " all_res = all_res.ravel()\n", + " \n", + " return all_res" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimal Pose: [3.22967716e+05 4.30648876e+06 1.25055534e+01 8.80759069e+01\n", + " 4.40193413e+01 4.55108445e+01]\n" + ] + } + ], + "source": [ + "# Initialize the camera and it's attributes from .exif file\n", + "myCam = Camera()\n", + "\n", + "myCam.f = (28/36)*4032 # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "\n", + "# List to hold the gcp info\n", + "gcps = []\n", + "\n", + "# Read in gcp's from file\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " \n", + " # Delimit by comma\n", + " line = line.split(',')\n", + " \n", + " # Convert string array to floats\n", + " for x in range(0,len(line)-1):\n", + " line[x] = float(line[x])\n", + " \n", + " # Add the single gcp\n", + " gcps.append(line)\n", + " \n", + "# Calculate the pose\n", + "myCam.estimate_pose(gcps)\n", + "\n", + "print(\"Optimal Pose: \", myCam.p)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Easting: 322967.71563706093\n", + "Northing: 4306488.762752261\n", + "Elevation: 12.505553401696146\n", + "Roll: 88.07590688357206\n", + "Pitch: 44.01934125637955\n", + "Yaw: 45.5108445236733\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check the pose to see how it projects our gcps\n", + "final_coords = []\n", + "\n", + "pts = []\n", + "pt = []\n", + "for gcp in gcps:\n", + " pt = gcp[2:5]\n", + " pt.append(1)\n", + " pts.append(pt)\n", + "\n", + "final_coords = myCam.transform_all(pts, myCam.p)\n", + "\n", + "# Plot the GCP's using optimally estimated pose.\n", + "plt.rcParams.update({'font.size': 12})\n", + "for x in range(0,len(final_coords)):\n", + "# plt.scatter(u_gcps[x][0], u_gcps[x][1], marker=\"x\")\n", + " #plt.text(final_coords[x][0], final_coords[x][1], \"gcp\" + str((x)))\n", + " plt.scatter(final_coords[x][0], final_coords[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)\n", + "\n", + "print(\"Easting: \", myCam.p[0])\n", + "print(\"Northing: \", myCam.p[1])\n", + "print(\"Elevation: \", myCam.p[2])\n", + "print(\"Roll: \", myCam.p[3])\n", + "print(\"Pitch: \", myCam.p[4])\n", + "print(\"Yaw: \", myCam.p[5])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/main_NT.ipynb b/main_NT.ipynb new file mode 100644 index 0000000..0ff699b --- /dev/null +++ b/main_NT.ipynb @@ -0,0 +1,344 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 183, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", + "class Camera(object):\n", + " def __init__(self):\n", + " self.p = None # Pose\n", + " self.f = None # Focal Length in Pixels\n", + " self.c = np.array([None,None]) # Sensor\n", + " \n", + " \n", + " def rotational_transform(self,pts,pose):\n", + " \"\"\" \n", + " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", + " This function takes the Easting, Northing, and Elevation of the features in an image.\n", + " The pose vector is unknown and what we are looking to optimize.\n", + " \"\"\"\n", + " cam_x = pose[0]\n", + " cam_y = pose[1]\n", + " cam_z = pose[2]\n", + " roll = pose[3]\n", + " pitch = pose[4]\n", + " yaw = pose[5]\n", + "\n", + " r_axis = np.array([[1, 0, 0], \n", + " [0, 0,-1], \n", + " [0, 1, 0]])\n", + " \n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], \n", + " [0, 1, 0], \n", + " [np.sin(roll), 0, np.cos(roll)]])\n", + " \n", + " r_pitch = np.array([[1, 0, 0], \n", + " [0, np.cos(pitch), np.sin(pitch)], \n", + " [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " \n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], \n", + " [np.sin(yaw), np.cos(yaw), 0, 0], \n", + " [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x], \n", + " [0, 1, 0, -cam_y], \n", + " [0, 0, 1, -cam_z], \n", + " [0, 0, 0, 1]])\n", + "\n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + "\n", + " return C @ pts\n", + " \n", + " \n", + " def projective_transform(self,rot_pt):\n", + " \"\"\" \n", + " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", + " This function needs the outputs of the rotational transform function (the rotated points).\n", + " \"\"\"\n", + " focal = self.f \n", + " sensor = self.c \n", + " \n", + " rot_pt = rot_pt.T\n", + " \n", + " #General Coordinates\n", + " gcx = rot_pt[:,0]/rot_pt[:,2]\n", + " gcy = rot_pt[:,1]/rot_pt[:,2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv]).T\n", + " \n", + " \n", + " def residual(self, pose, pts, u_gcp):\n", + " ''' Calculate the residual between transformed coordinates on prominant features and measured pixel values of those features'''\n", + " pt = myCam.projective_transform(myCam.rotational_transform(pts,pose))\n", + " res = pt.flatten() - u_gcp.flatten()\n", + " return res\n", + " \n", + " def estimate_pose(self, pts, u_gcp):\n", + " \"\"\"\n", + " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", + " and the projected pixels coordinates of X_gcp is minimized.\n", + " \"\"\"\n", + " p_opt = so.least_squares(self.residual, self.p, method='lm',args=(pts,u_gcp))\n", + " \n", + " return p_opt" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "metadata": {}, + "outputs": [], + "source": [ + "# Coordinates (UTM and elation) for the features found in the image.\n", + "gcps = []\n", + "f = open('image_coordinates.txt', 'r')\n", + "for line in f:\n", + " line = line.replace(\"\\n\", \"\")\n", + " line = line.split(',')\n", + " gcps.append(line) \n", + "gcps = np.array(gcps)[:,:5].astype(float)\n", + "pts = gcps[:,2:5]\n", + "pts = (np.c_[pts, np.ones(pts.shape[0])]).T\n", + "\n", + "# Pixel coordinates of the features in the 2D image\n", + "u_gcp = gcps[:,0:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 185, + "metadata": {}, + "outputs": [], + "source": [ + "# Initial guess at pose\n", + "roll_init = np.radians(0.0)\n", + "pitch_init = np.radians(0.0)\n", + "yaw_init = np.radians(90.0)\n", + "pose_0 = np.array([3.229e5, 4.306e6, 1, roll_init, pitch_init, yaw_init])\n", + "\n", + "# Initialize camera object\n", + "myCam = Camera()\n", + "myCam.f = (28/36.)*4032. # Focal length\n", + "myCam.c = np.array([4032.,3024.]) # Sensor size\n", + "myCam.p = pose_0\n", + "\n", + "pose = myCam.estimate_pose(pts, u_gcp)" + ] + }, + { + "cell_type": "code", + "execution_count": 186, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "322968 E\n", + "4306489 N\n", + "13 meters elevation\n", + "0.11 Roll\n", + "0.04 Pitch\n", + "1.53 Yaw\n", + "\n", + "18 S 322967.71 4306488.76\n" + ] + } + ], + "source": [ + "# Estimated pose of the Camera\n", + "\n", + "print ('\\n%.0f E'%(pose.x[0]))\n", + "print ('%.0f N'%(pose.x[1]))\n", + "print ('%.0f meters elevation'%(pose.x[2]))\n", + "print ('%.2f Roll'%(pose.x[3]))\n", + "print ('%.2f Pitch'%(pose.x[4]))\n", + "print ('%.2f Yaw'%(pose.x[5]))\n", + "\n", + "print ('\\n18 S %.2f %.2f'%(pose.x[0],pose.x[1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generalized coordinates with optimal pose\n", + "gcpr_opt = myCam.rotational_transform(pts,pose.x)\n", + "gcp_opt = myCam.projective_transform(gcpr_opt)\n", + "\n", + "fig,ax = plt.subplots(figsize=(10,8))\n", + "for x in range(len(gcp_opt)):\n", + " plt.scatter(u_gcp[x][0], u_gcp[x][1], marker='x')\n", + " plt.scatter(gcp_opt[x][0], gcp_opt[x][1])\n", + "im = plt.imread('national_mall.jpg')\n", + "implot = plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": 188, + "metadata": {}, + "outputs": [], + "source": [ + "######\n", + "#Test on Campus example problem\n", + "#####" + ] + }, + { + "cell_type": "code", + "execution_count": 189, + "metadata": {}, + "outputs": [], + "source": [ + "# Coordinates (UTM and elation) for the features found in the image.\n", + "gcps = []\n", + "f = open('image_coordinates_campus.txt', 'r')\n", + "for line in f:\n", + " # Remove newline characters\n", + " line = line.replace(\"\\n\", \"\")\n", + " # Delimit by comma\n", + " line = line.split('|')\n", + " gcps.append(line) \n", + "gcps = np.array(gcps)[:,:5].astype(float)\n", + "pts = gcps[:,2:5]\n", + "pts = (np.c_[pts, np.ones(pts.shape[0])]).T \n", + "\n", + "\n", + "# Pixel coordinates of the features in the 2D image\n", + "u_gcp = gcps[:,0:2]\n", + "#print (u_gcp.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 190, + "metadata": {}, + "outputs": [], + "source": [ + "roll_init = np.radians(0.0)\n", + "pitch_init = np.radians(0.0)\n", + "yaw_init = np.radians(90.0)\n", + "pose_0 = np.array([2.72e5, 5.193e6, 1000, roll_init, pitch_init, yaw_init])\n", + "\n", + "myCam = Camera()\n", + "myCam.f = (27/36)*3264 # Focal length\n", + "myCam.c = np.array([2448.,3264.]) # Sensor size\n", + "myCam.p = pose_0\n", + "\n", + "pose = myCam.estimate_pose(pts, u_gcp)" + ] + }, + { + "cell_type": "code", + "execution_count": 191, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "272469 E\n", + "5193991 N\n", + "986 meters elevation\n", + "-0.00 Roll\n", + "0.04 Pitch\n", + "1.81 Yaw\n", + "\n", + "12 T 272469.01 5193991.44\n" + ] + } + ], + "source": [ + "# Estimated pose of the Camera\n", + "print ('\\n%.0f E'%(pose.x[0]))\n", + "print ('%.0f N'%(pose.x[1]))\n", + "print ('%.0f meters elevation'%(pose.x[2]))\n", + "print ('%.2f Roll'%(pose.x[3]))\n", + "print ('%.2f Pitch'%(pose.x[4]))\n", + "print ('%.2f Yaw'%(pose.x[5]))\n", + "\n", + "\n", + "print ('\\n12 T %.2f %.2f'%(pose.x[0],pose.x[1]))" + ] + }, + { + "cell_type": "code", + "execution_count": 192, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generalized coordinates with optimal pose\n", + "gcpr_opt = myCam.rotational_transform(pts,pose.x)\n", + "gcp_opt = myCam.projective_transform(gcpr_opt)\n", + "\n", + "fig,ax = plt.subplots(figsize=(10,8))\n", + "for x in range(len(gcp_opt)):\n", + " plt.scatter(u_gcp[x][0], u_gcp[x][1], marker='x')\n", + " plt.scatter(gcp_opt[x][0], gcp_opt[x][1])\n", + "im = plt.imread('campus.jpg')\n", + "implot = plt.imshow(im)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/national_mall.jpg b/national_mall.jpg new file mode 100644 index 0000000..360eca4 Binary files /dev/null and b/national_mall.jpg differ diff --git a/project_description.ipynb b/project_description.ipynb index 8611e94..77bf39b 100644 --- a/project_description.ipynb +++ b/project_description.ipynb @@ -41,25 +41,72 @@ "metadata": {}, "outputs": [], "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.image as mpimg\n", + "import scipy.optimize as so\n", + "\n", "class Camera(object):\n", " def __init__(self):\n", " self.p = None # Pose\n", " self.f = None # Focal Length in Pixels\n", - " self.c = np.array([None,None]) # \n", + " self.c = np.array([None,None]) # Sensor\n", " \n", " def projective_transform(self,x):\n", " \"\"\" \n", " This function performs the projective transform on generalized coordinates in the camera reference frame.\n", " \"\"\"\n", - " pass\n", + " focal = self.f\n", + " sensor = self.c\n", + " \n", + " #General Coordinates\n", + " gcx = x[0]/x[2]\n", + " gcy = x[1]/x[2]\n", + " \n", + " #Pixel Locations\n", + " pu = gcx*focal + sensor[0]/2.\n", + " pv = gcy*focal + sensor[1]/2.\n", + " \n", + " return np.array([pu,pv])\n", + " \n", " \n", - " def rotational_transform(self,X):\n", + " def rotational_transform(self,X,pts):\n", " \"\"\" \n", " This function performs the translation and rotation from world coordinates into generalized camera coordinates.\n", " \"\"\"\n", - " pass\n", + " \n", + " \n", + " cam_x = X[0]\n", + " cam_y = X[1]\n", + " cam_z = X[2]\n", + " roll = X[3]\n", + " pitch = X[4]\n", + " yaw = X[5]\n", + " \n", + " r_axis = np.array([[1, 0, 0], [0, 0,-1], [0, 1, 0]])\n", + " r_roll = np.array([[np.cos(roll), 0, -1*np.sin(roll)], [0, 1, 0], [np.sin(roll), 0, np.cos(roll)]])\n", + " r_pitch = np.array([[1, 0, 0], [0, np.cos(pitch), np.sin(pitch)], [0, -1*np.sin(pitch), np.cos(pitch)]])\n", + " r_yaw = np.array([[np.cos(yaw), -1*np.sin(yaw), 0, 0], [np.sin(yaw), np.cos(yaw), 0, 0], [0, 0, 1, 0]])\n", + "\n", + " T = np.array([[1, 0, 0, -cam_x],[0, 1, 0, -cam_y], [0, 0, 1, -cam_z], [0, 0, 0, 1]])\n", + " \n", + " '''print(np.shape(r_axis))\n", + " print(np.shape(r_roll))\n", + " print(np.shape(r_pitch))\n", + " print(np.shape(r_yaw))\n", + " print(np.shape(T))\n", + " print(T)'''\n", + " \n", + " \n", + " C = r_axis @ r_roll @ r_pitch @ r_yaw @ T\n", + " #print(C)\n", + " #print(pts)\n", + " \n", + " return C @ pts\n", " \n", " def estimate_pose(self,X_gcp,u_gcp):\n", + " \n", + " \n", " \"\"\"\n", " This function adjusts the pose vector such that the difference between the observed pixel coordinates u_gcp \n", " and the projected pixels coordinates of X_gcp is minimized.\n", @@ -67,6 +114,13 @@ " pass\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -217,7 +271,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.5" + "version": "3.7.2" } }, "nbformat": 4,