| | |
| | | "cells": [ |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 1, |
| | | "execution_count": 2, |
| | | "metadata": { |
| | | "collapsed": true |
| | | "collapsed": false |
| | | }, |
| | | "outputs": [], |
| | | "source": [ |
| | |
| | | "import scipy.io as sio\n", |
| | | "import cv2\n", |
| | | "import math\n", |
| | | "from matplotlib import pyplot as plt" |
| | | "from matplotlib import pyplot as plt\n", |
| | | "\n", |
| | | "from PIL import Image\n", |
| | | "import PIL" |
| | | ] |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 2, |
| | | "execution_count": 3, |
| | | "metadata": { |
| | | "collapsed": false |
| | | "collapsed": true |
| | | }, |
| | | "outputs": [], |
| | | "source": [ |
| | | "def plot_pose_cube(img, yaw, pitch, roll, tdx=None, tdy=None, size=150.):\n", |
| | | " # Input is a cv2 image\n", |
| | | " # pose_params: (pitch, yaw, roll, tdx, tdy)\n", |
| | | " # Where (tdx, tdy) is the translation of the face.\n", |
| | | " # For pose we have [pitch yaw roll tdx tdy tdz scale_factor]\n", |
| | | "\n", |
| | | " p = pitch * np.pi / 180\n", |
| | | " y = -(yaw * np.pi / 180)\n", |
| | | " r = roll * np.pi / 180\n", |
| | | "\n", |
| | | " if tdx != None and tdy != None:\n", |
| | | " face_x = tdx - 0.50 * size\n", |
| | | " face_y = tdy - 0.50 * size\n", |
| | | " else:\n", |
| | | " height, width = img.shape[:2]\n", |
| | | " face_x = width / 2 - 0.5 * size\n", |
| | | " face_y = height / 2 - 0.5 * size\n", |
| | | "\n", |
| | | " x1 = size * (cos(y) * cos(r)) + face_x\n", |
| | | " y1 = size * (cos(p) * sin(r) + cos(r) * sin(p) * sin(y)) + face_y\n", |
| | | " x2 = size * (-cos(y) * sin(r)) + face_x\n", |
| | | " y2 = size * (cos(p) * cos(r) - sin(p) * sin(y) * sin(r)) + face_y\n", |
| | | " x3 = size * (sin(y)) + face_x\n", |
| | | " y3 = size * (-cos(y) * sin(p)) + face_y\n", |
| | | "\n", |
| | | " # Draw base in red\n", |
| | | " cv2.line(img, (int(face_x), int(face_y)), (int(x1),int(y1)),(0,0,255),3)\n", |
| | | " cv2.line(img, (int(face_x), int(face_y)), (int(x2),int(y2)),(0,0,255),3)\n", |
| | | " cv2.line(img, (int(x2), int(y2)), (int(x2+x1-face_x),int(y2+y1-face_y)),(0,0,255),3)\n", |
| | | " cv2.line(img, (int(x1), int(y1)), (int(x1+x2-face_x),int(y1+y2-face_y)),(0,0,255),3)\n", |
| | | " # Draw pillars in blue\n", |
| | | " cv2.line(img, (int(face_x), int(face_y)), (int(x3),int(y3)),(255,0,0),2)\n", |
| | | " cv2.line(img, (int(x1), int(y1)), (int(x1+x3-face_x),int(y1+y3-face_y)),(255,0,0),2)\n", |
| | | " cv2.line(img, (int(x2), int(y2)), (int(x2+x3-face_x),int(y2+y3-face_y)),(255,0,0),2)\n", |
| | | " cv2.line(img, (int(x2+x1-face_x),int(y2+y1-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(255,0,0),2)\n", |
| | | " # Draw top in green\n", |
| | | " cv2.line(img, (int(x3+x1-face_x),int(y3+y1-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(0,255,0),2)\n", |
| | | " cv2.line(img, (int(x2+x3-face_x),int(y2+y3-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(0,255,0),2)\n", |
| | | " cv2.line(img, (int(x3), int(y3)), (int(x3+x1-face_x),int(y3+y1-face_y)),(0,255,0),2)\n", |
| | | " cv2.line(img, (int(x3), int(y3)), (int(x3+x2-face_x),int(y3+y2-face_y)),(0,255,0),2)\n", |
| | | "\n", |
| | | " return img" |
| | | ] |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 4, |
| | | "metadata": { |
| | | "collapsed": true |
| | | }, |
| | | "outputs": [], |
| | | "source": [ |
| | |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 36, |
| | | "execution_count": 5, |
| | | "metadata": { |
| | | "collapsed": false |
| | | }, |
| | | "outputs": [ |
| | | { |
| | | "data": { |
| | | "image/png": 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M5B5JMpfSNCPy9CtBNq5JOC26sKQ3W2ElHwM6doCzwenFGETIxAwetSggS4E6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iisf5ce1rxstmOMzZ0NRIWYxK9b8OyeQ8LaNbS8GoVoziQg5l2FTu56luK7H/b0nfhTy38thOg9\nB/0697vd6dnPKlg0eLdBzWu7vCoratXMQ6ecDdUjOWem6RrExYNT8q7dJK1UrEBogr8uOEENyrHM\nxHzDi8NzXhyf897uPcY0EmOi5uwrwNyTu6uRFyK8QLiNwhEnXrHmkQzSPFGM5Q3WzVthFMSMaV6Y\n0sw4ZKJlasws4QRD5VF1JiOXX9HmZzvZCcLandaNx8VEXxdinxBwXsy+S52JObpun2JkVF0/AJsZ\n1NWIT2liNheC3VHRasTqBCsnPXGUhaWqtx7fS2b1Y9Qm91Ust7KoC814NcJjTimBu6UgFaalMOTM\ngpcvkwWGkiA4jl4Ifn7hzHkgsm/MR+fdSMQ1D/wftgv3kjEIoNaChUiSAiSimdOBqXdBRjsCMxIK\nNWeIHZUZUHk50/2lf+0v/dDz5IsYDzc/P8XZgH75td75CcjaGe57hD4K8Pw1j2r7fs+r8Z2/A//3\n33nN97/e+InqfVDgRloSRx2jHxr91BfbOP05ju3eldzuPj1O68bnk3Yn4FN3r+1rxAsSZK2r7Fyn\nazPpqsYGtnWTL4VmRDo12HmX35a9/Nhf4VZ/yqi1EtQTYqg6BVt7dHyI04bxSk/h98dPzvjM7IOI\nfE1E/icR+b9E5P8UkX+z/fu/KyL/WET+bnv8s5v3/AUR+Qci8vdF5M981ncsCN8m8JFEDiEwt1gv\n1kysr09N/SMZXdW5Ga2qvgfUJioL54rFq+Ls+6Wx/vpzBeU8XG3YsQqlFOZSXS+BTlmuqJW19Nlr\n1p7TgE5fFoWLxOHL9fhWE+9Ar1c9OOdTuqbDStSq6qi76s+hGYSorJLoz3/9z/0o78rvjx/h+GF0\nHwD+QzP797Yvls+h+3BS5f/Jla9IxYJPtFgLO8mEqj9+d4HOe0Cj/BaqJKpcLvJuHKDXwy8TeRfG\nwGytNjS4wllRW11F+vY0c5xPzHmh1E1JzZwe3Knle4oRoOkhqpBiugif7iffJFjTiGzHbZcucH/1\nVsa9eyGIG5TYPr5Tl7d8mYvhiPDiL/+rjRk74twTjf8x7VpZ9Jzg7J6LV2Xc+KHVdQu0wooDqV4W\njs67KE3chtiMc3R0aM/1uD5FY7tW32QOhwN3h4XvfnzgH/7OR/yD333G7ZKYLSLFJe1yLRxK4VCF\nZ3Pmo8PCcVbKcGbQBm9mA4gxMCQlJVcG74C0bcK4i/+mFIlBkdDkjoYm7Wed/Rqu9u/y3nvf5PHD\nb3J9/TV242OOcu28libMCEcJzDFQYmBcduv1qy25bNIkg1UoUuGv/cprzfUfRvfhk8Yb6z4sBr+T\nlRSFfYSdwXWjqRZ7Vbz20jFi1pSS5Lxz369Vf55hZiiKSAKJaPDkTbXCYhs1aTmj+3LJIGeNiK2x\n2OIgOjlOr7BocELP3QDzPHM8LdyeZnI1slZqy9SXisuqNS9Kuohp+zmIUOwMelI9t3uvrkltWg3O\nGnvWbeheTYgIXV3bR0/OddCTtfPW2pKhDV4eoitIgdfguyq2SEQ1+nVJwROlQZDgkGk3uOZ0dtWr\nKlh2afvGjynaGYo92RlEaFm+dnyervQy7wYx2io9pl6qPc6Z01w5ZaVUoZq0JirxpGCOvjiqE+tq\nvTSs98dqMNvw637Gz4B/RolKa4hlkACpVW2aXoVqJghknTmWE6POwEKNypzNAXQ0JiVpnlkFrFET\n9k0D1vvhlvv15/wbrRoR+QZn3QeAf11E/jcR+U9F5Gn7t68Cv7152yfqPojI3xaRv13zLTcxciuB\ng0QWSRSJ1KYS9eMcK1V7c+0RxysU4qcy6d8PHeDSo9gObRnjdb2ai4/eHI/cHY4c55NLnldXL4Sm\nP6HnZqxOFtv/vu0NuGRjbmNTmusPD0HcYwnmvJHQ8gWwLvw1nBBx4FAIa8nWBKi+iqxmrOSG8jCo\nBbRcwLu318ArEeKJ0tibjaJjK8L2+XwenWbeaj3rTGiv7tjGWLkXM4hiWllK4bAsLOqdhhIDEgIa\njSLmRl8rGSU3Q1P47LzQp86BEFHzSoULH1k7d1/kRQayBee4tExZ7pjLCSVjsRJDE5YNeMlejViN\nobjRNcte2nUr4chg85aBN+k2fm2jIPd0H4C/DHwT+EXck/j3X/tbATP7dTP742b2xxkfeWMHwkkD\ni0Uyg18kGT77w36EQ9rEtzZhNURMIlUC5RPimjW5Fy7RlT0e76/pIcl2ivWcQs6Zu+OJm8OR07ys\nTMkXeQX1mrU0F/6cW2A1CPcNE3RvpawPs7r+3I1Kf09k8956Lo9aEBgiIUU0umHQIFRpx9GOyVpS\nUktdf7bipdJekj2zLkcICUJwcFVIxOity6GtBonx4jyseEeilorlM9V916Wg6W3ScyGt1DvPM4dj\nZq6ABCR692kVo8rZGMzVH4sZ2bgMDz9j3L8HfdQ1/+RGz+cGzJYoJhQFzQu6nCAfCLYwSEViRRJY\nqtRYUfy+1eo/VysUK1Ta7+KYBRXnb3zd8bl1H8zsO5u//yfAX2+/vrHug6P5IojDQQrCIoEq8RPR\ngb9XY+VTEMHEefVcc7K2Jbh57SZ+DyGgcnbHt0nIMw7g3ve096vCXDI3d3fc3N5yPB69li7NN1HD\nrLSwRloZtucWPP//atwBaFct3hzLq46pVylWo9IWRKAlMVMkMni3X12otFo9IE0TwXVhFJEBb8xy\nxevSFqlsxH0NNzRu0BIdp+DHks43gobv6Mfc/rV7M6q6VkGQbpxc49KNYXajkKurbBnOmVBczyFL\nIVulCmgUlup0+qXpZkbjlffvVaOHFGeE5XlCmRlF3Q/WFlKWmDyerGBBKXmmnA7U4wHbHanDHhWY\nK5Tg60Rre39b9Eo3Ni5+3MFXb4IQ/ty6D9KEYNqv/zzwf7Sf31j3oQ8jgHjbchLntg9WKDI5Aoza\nAcftZBuuX1gTXYp5wi64exbXm9cWRYuzVjcwjKgsaDyiNoLuwa5ABlSyU6ejBB0Y1KGjmowqAlKZ\nl0fU+P9huIx8sh2F1hq7xplNVSoIufqEqibAiKnrCUorMaaWoDweje9NxndPM8+XI8vhOY/H6I1Z\naeAYEoMqqGDBZdVEmpYjldDyB9LCSStdfFRXj6LQXG0a8pEIGtAQSZZIMhJsgOJ4B7FMTI4LqTEi\ncoWEwBDAlgNRmy6iCjp7+ODxbcbiQI07qiQkLkjypKhqRTQRJLnMmQgnCWuTWKB6u3DBM7BqmEY3\nIrUQPbnSxFiUVM7JUyM7cY3gzUaaOemJXAq1RGwZmwcD2TKn6s14VSI6DiyLsUhmrq7/4HkFj/+j\nRFyJqVH0uygI1pSxvJvUVakQFyKuJbHkuQGeguepwkgIoFqI5UC1QIkjd5IJcsuk30fL+wz5HU4J\nAtdYVUo9UZlRG9E6rfO7m0kTGrDNN4D5DfJrP4zuw78oIr/oy5HfBP4cgH0O3QdP0ze3PMze1ivR\njUT44UoP52z/p9TiLdCZmf01Z87+oIIQPYSQ4Fnu6lJjnVSlv6+LfEDzLO6f5caNfNXf+w7Uk5E3\nhwMfffycHzx/wccvHhAfjOx2O8+k41n41Z3tn9/j3i5IY+uHY5vvMdXVa/BnDwHWERKEhMVIxCe6\nhOjhSjWnioihxfzOJB0jBBmwpjmhcyUvS0t+BUJQghgaWmXAQsuNmS9sbSVUCZ5BU5zJWL2D0D0k\nz5+IKiYG1Zy+r7qgiunmPjS3WRqQQlWZ54XjnMm5UDFiCkxD9KpFMOevIHJalNNSmLMxV0+GFy4L\nYed7/XL+oIcO/V6fBYA+eS6e8xX+PM8zp3TgcLjldnhOHd/388AozRsqWjFTcjhjataOzD73MYY3\nYDX8YXQf/rtPec8b6T4AECI1KJWEhohKxHkOXy+p8ynH0p4/6RXbU3NL725ppJPGWgBTj5lRF4YN\nFs9MPdInufsqEnpy6/KyXcSWn3A8q5uvSs5wc3fk2c2Bj28PPNwl9nFw2XsxtOo6EYL04/bv6Hj+\nfvm6NNr6aEZBV0/h8iJ5mbSzPjnVOeK4f9Swoi07D2sHZkgO1w7i1REq5EzJxVmKonpvR6qYpXbN\nou/mCiJNQi8aVOe7tIY2pSfMOnEuNGl3Ay2thGkrIYp7Cv6eEJpupzriMldjUUdgxmFkUKOaU93V\nUqjFewvUAnMxchWydrqe+/eLNUQI4R513gbHck42f/Jc9Ovhbq+DQ3u1aXbPQLO3QVtk0VZ00IBV\nY5ZzZUnbvfPyZAvB6utbhbcC0YgIJokiShahxgENAyoDbyai/enDF+2r7Jsnu84v3GbpW80wRNRc\nz8+FYAvR4pr1X3em16C9Wnf0VxzfdkeZK9ydMi9uj3x8d+L9x9c8MqM2ERDrh87G+PXP6j9dPr20\nQ/niedkoFFNv3OnxaoQkvmurKaFkILWSnbZjd4h12I1EzAlFglDbZ6G6+Y6e+2gLwbqqku/2ot5K\nHEwJFD+fZiRo1QxFoRvjjYfQk2qtS6Ndq3O/SSnKnAuHUnl+rNzlSgFyLdxV4/ndiRfHzPO7maV6\nK7taXHfeT7ynr3hs/7ZN9n16BePMzlU1U+qJXA5uKFJgCZGFRGmaq9KEkft97qVZM1bPs/ykdUli\n0jwEpYTo5UgJHuNaQsKmpMeGMIPt88vlIn/dpy/StaUYoUt4+3BjEIiIVO+fb5Qqpp4Mo+EEtO1U\nqrqWgyQYUdK9HaJ7LX7r+g3b4gNEvOOvVNdbXBSe3Zz4+PbEMSulKiklDocDEhN1Ex708+h4jYvz\nXJOYrR241nU36UYh9mx5CB5bV8EaYtEBWwqN+EZyoSwLlJlSZ5CCthyAihOu2DA4Acpc3OVtCUZf\nyE4EE4I/eyzeoNumvgCtohSkVqjFr60ZVgtqTrBXa26fp+ey6cX9b6QyVlfuxKpwyIUf3M58/65y\ntzhXQjXl2ZJ5fnPgxWHhVGFWL1eSrTFrAzgPowTbfA+vrDT0UPCs87nervP9sN6tmVFNBFqlpXmg\npczMyw1WjZKNO42c0pUnFTHP+9TzeWtPWrdnxTi9RmK0j7fDKIggYcBCoYShoQWjKxVzXrT9vy9+\nnI2B9PKYhJbRx/MdtDxHkPZ3fAHoub3Z491+So64A16qPADrQny1IWv3Ezjmwvef3/DdZy+4+fAd\nqkGo7kZbu/G2yRcg94xjf1qfG3hK25T6BOfJclvo6opRzt2geHpSkeWINqQhukBUhxnEhNrk4UpT\nuSL6fSQ4hb33Gza5eCmOP5C6hm4WHM2IeeesqnMgWW3MVmaYFrQhFs0a8xWO9ltPWrQtrDNgrOdH\nbk8LP7g78b1b+OiuUlpe6UXNPL9ZOC0NLzXgmIAmCS+NuJZ79+xVBqH/7fJxDjlWTdGWVxF3lPx4\naw8fPKlY6pFcIcfEkYmD+2IYrgKlm1DFSY9bK38redfwBZckf/RDkJjQYKhI8xKamCnpZaPww6UZ\n7o1w8fP6XdJANC2rbzhOAQmE6jLmHS1YNTf3t8WxLdcQGznq/Z6I7WLuo4cO6xURN/5LVp7f3vH8\nxR13x1P7mxHvQ6z757D1RjjHmdpIajet2NIqHQjEmNZchJn3nRjn7FXOioqitmBWkSVTrSIU3z3V\n/FLWit+z0IIycXYkIhYjmgKOiwiIFKzG1u4dIZR2DNkBTijWJflqM0bWcinmrc1q2UOJBhG2TsLR\nr8Ymx6CqpJZbOObCzanwnReZ3302s9RECIklVEoJqGmDjPt3RnWORb/n58a0NcH7CsOw9QA7B6Rs\nNo3zay/nAdYNhnerljqz5CPHbNQhcLKBWRLVMqgSNHCXzrkopZXNhfUL32Shvx1GoZXrXEYttiSX\n795f6Pr/PIfWXFC3vq3eHEITfdnsyq/wFLYxZR/3Q4hzRvpSiNbfBzkXPn5+ww8+fsbd0SHPkdrc\nUXtlmPCqGvr2e81s7bOQBsoKocnCq1LVkDp7rF9DSzaejYJqwY4nZ8gSJY3ingKRRMWGHdoqAuDc\nB1Wisz7HuF4rVfGwbL1+3YJZqyRoo75rIdZqAHseo6w5D2n/bj0H5Ge7Pvp5596gbNoAACAASURB\nVOw4haVUDkvmdi48Pxoz2QlSozmBywCijfhFV9u53s+Nb/bKPML9ObRd/FvD4KxRtnoHfo883+Sp\nkrICsha1RvISyRiV6huYwZ3gYQjt0fQjBV9bD+z1q3hviVEQNOzJZIoYRReMBdGBECpWHmBhwcIJ\nswI2eDJQClDYFigC4ruMtIz8J+AU/GsFJGN1xKxpG8RMVaWWPUV3HENlCQOlDiA7rODxdhA0KilU\nQlBKUOrg1jn08KMl5bRW6pIxVaKc+yUKvKRN4MfoO9J1FUqFZ3Pm+zdHbm/vWA5Hwl4oybgmUEuB\nGAmpNeq02dspRxEIJiv7jqirJYcGGS5BkGH02DTP1OMdsiycOKEWGYbJ6/IGdS5YXjAtzPkWWkyf\nX8yoFna7kf3VjnjVNA/UyMcjZpFhnAhxj4YBCy3BKKGFB+rhAaFN5HN93XAR2maXAENZcJhObbu2\ntV4H34qNMxQ7AFar40vUKDpwl4VjMWYzZi1YcMiBGyLAFiA0hXGnSXP8ldBy/i3skUb64kzSrhje\nKlCNSIZaPVeTlDxEDjMQHZiXqzBUJVEJNaPsqFLIll1H1SKDTlBm6vKMone8IPNRjCw2UTVRQyZP\nytyRv23tr9WnZpCW8Prb69thFDrgYpN0AxoO/t7jR5JT+JRhznS3dvpJYwJSEBWQgZ6TEBVCDCRx\ncRHFF3hn99nCntVapv6eUei7ZQiBUpUCfDwb37ktfO+m8uzFzHshMe3C6hL3hGX/nB5O9CtlrUzh\nXo6HRQa+a4embB3EE3hVqfPCMr9ATZDrRwxpwsRQncn16K87nQBjno/c3D6nlIXdbuTxk0eE05Ex\nOl1argJp8rArTYQ0YhuS223So58L9IqCIzits2S337ew5fUzDMCaWrR5FUiaF7FeB6dfn5fCacnk\nqoQ4kIaCFJfqq6ESY1irQKX0xbVFJp4X2BbKzPo3D5E8Sjwnb0Mwkvi9L6UQidQqlOCv68e4zTVt\nE5WnkjnmwkmMmd4zEcgO8bqYtpVLz+VNhJrfEqMAjmJxGu3GCtCMQPwxG4UBLOE8zrH5ftXBONW8\npt1qxWLeGjuESDTluLmhfayLfzOp+7ltXxdCICY4inFbhO8elG9/XPjBx0eeTBOPdxOlTUSHuTYs\nW49z2TjRRiPw3OAgUgMmSSQ2o6CSKEvleHvHcvMRx1x4/K4yPX2nVQQW95JwxSHV1oRU1XsNcuZ0\nd2CkQkoMaUIk+ffGiAwjGvfEeqTjOraArbNha1UcbRiFFby0KTn263rfKLQ8gnsKnoCMcjaW2YRT\nKeTiVPql2yQJXgrdlHj7Au33rRuAbQ5nSwkHTo/X31uy536c+h6mURiHxKK29rGUrC53J2Flor5/\nDL1iVMrCrIWTCnOKqAo1to7J+9M2xPV++9z6Sas+0AAX5nBbcd+fVar9xzo2bM5hAxvrnX5a0Zqd\nz0+7OYst33AmXe1Jx61HoHreHV+VnJKEw5gRbovx7ObI8xcH5odg15Gwe3UJTEQ8jFknfMukGw3+\nKmirohATkgbPEZpRl8x8WlieP+P2bmaMievrPSFFoEJwo5NSohSf8FdXV5SSiKkh93RBi1FDwEIg\nhYjF5FBnEYa2s2rjc2hHeb7k0nIm6/Xrv2+qOD1zfy+G7yVWGjbBt+vztZ2LcczKsRSWXCjZiXO0\ng5k4e2s92SdyNgovzY4OUrLNxTafN7VmL++agUXG6FyNmqt3XbYyqFlYKzVeji4X82E1niwolRIC\nOY5U6diOe9fP39hCKVqL+0+gp2AtyahIc4uA9vP9C9STf+vzJg20zeKvE4Qeor5sUbceyPb5vHN5\nK0kVaxfX6ArUqVZCORDKDFa8AUqNMAQooJrX7+zH1WP7nmjcyshtj90naXddjb0o++hknN7Nl6ja\nWJmaEViz2+In3MVjIs2jUFu7HmNMIAEZkntjrbIy7PaYBE6HI4fjgd3hwOnuwHA1IRFidGMSRnDa\n8YEhQmLA28whDayGPaWEibW/GSGIaxyu5drLBKj/0vgX1HznbWVHDw181wzcC7maZ+DNao66dHHO\nSpS4og3nYhwX56SYK5S28FXN+xmoFyGd35PL73oVSMk5LDqBa23H04BDRYlDAqvsdyNVFyiVWpUF\nxz8MsVGyN2Qk1jeODdtVOUD16o8RWqUFx37cR/6+lPD8SUs0rgvS3bCqgP34Kw/n0dpPgxNZSHDF\nokgl2i1B7xAypcFqPWd+eUPNWu//JtH4qp2n76ClFJZWXPhgDz/z/o4/+OWHfP3L73L9eM/JBCnn\nHeWlI+4Zbty5cSr4VjkMQtSAxdYAFd3gyZgYrvdcPXrIcbcnLJ6lPy6ZEmCcBmIDkmkUhEQchKE1\n9TgLUvtu9TKuRQcyxeA0cc5gHC7cWe15gG4YpNPNtcWljSOgQ5ybl9WrCp5LOOcQtEurca5q1OrX\n9JiVu7lwWDJLbjJwgCLePLe5nH6fzvkEv1/n1ultjqhvQNa8Xc+bmAsnBzwpLTBG18OMJVJKpVZj\naQpSu4uS9DkA7NdlrEeSLkTruRdxwN26E1zMpMtf34A55S0xCh67VW8G9puO79Ly4+Zia+If0Bpw\nQgVxgxAkk/SA6B0iMyGow3qDT526gQC7N3fp8dwfIYS1/AR+Hz98PPCtLz3gl77+AT//tXf46gdP\n0BR4djpwneoq8WZ9XggXIVenml/p3poBTnj1Q9sum6shaWC8umb36BH7x4+ZDIoIH9/ccq17zIwh\nSQM+NXGTGEijy7w5bbtSS1tQZiCxxeEV02Xdse+HPNtmMm2lQEcotl4L9JxTaO3RZme2pZ5DqEbD\nM5x76frnl1I4FeU4Z+asZPW8Qr83sjEK53vGeswxxlWrwbiHYFwTjG0jKM1ANSOvCiE5u9NQlFQ6\nMMmJUkLoKE/OHutmbqgqYz2R6kKs3gwHwfNKKNjlUn4p9yb3qXo/ebwdRsEa8USrha9x1L0J/uMZ\nfmMNd12xbqa6fNxCsAXBZc+KeNKvcsmh0EOFbvRq9STTdrRiF4O4otJPf+kr/MFvvssv/NRTfukP\nvMcfeucpj6/3PC+VqBNablc3/LNGn7hrggw55xxoZVCBmCJhHHj6/gdYGjkslYJxe3DgVAlQ1ZmA\nQmjUZcEavqR1JMjkJVFhLcFSFa3Zy7VpWo/rDL7agru6KlOvTvScgm0SlGxef84hdK+jexR9+nSP\nbVkW5jkzL95w1nOVQscfbCo4r0gyopeCOS8bt3tVA9lWiQIpylmzIqQ1xDTOwr3be7atdiStpJZb\n6RCViDSE86d7Cv3cXme8HUYBIYTFS0NBGKYHjLGwkxfsmZkTXFXYVUHEKNEnRqyZZJmyYWd6Kem2\n/sKrc1rt4gZrHpaZ+9jqi+iUFCnG3iZelIHKQMoLT5Y7Hi7fZ5yfY/MRU6XGiDUwCi3DXpprSAos\nVhtKTakZUorspoExBueIKI5luN4nvvmNr/PP/NFv8Qs/93P87De+wTtPH6OnI4f5lvjiGWG5I2iF\n4ouh0NSHUqSaIoxtQvn1tdZXEKhUU27DTAyRoBnUpfBCiNQ4sX/6AXoV4Z2PGb73bV784PssxxPP\nDy8gDFSFfVJiFMYpYqeA7SLVK5yEeELFsRNFRlIMaBRiUJCFpc6NIahgUgjS+kZKXUFLZubqztZy\nA0B33V1z0tbF33oCAWXE0Fo8j0FsOAfI2bi5Vb5/OvHxoXI8RMoMVhNBCpIqpMwk01ryjC0/N6bI\nEB3RaOIclJJSY4PygJEmd6g4G91JwWzwbsYSHEeilUHg0RgZbOQG5VC9n6ZacCId2zTFiTemlZSo\nASILD+x7POYZd3yZPD2FOjPUj8lhdXGa8bdNksm3sNcdb4VRCFF4591rPnwY+PIIT+odOxbE9sz5\njknMAR5WffEozW16s5P99NE9gfbrtvuRjctvCqUgmkFnapmRmsG88mCvCBEkDqgElnmmZP/o3RD5\nJ959yLe+8VM8fvSAMTlKsuSF/TTwzW/8FD/7h7/G177yVaarPbUqFp0eRUJiGCZCPq4TOISWzde+\ne9XVLVbrrdXuVprh3Ai64VZEXco8GpICQ3rMdUxN20E5phccbm5ZliO1Vg6LkoYAYSSmCbPQcBdC\nGBISkn9HSM670NqmO4bArKMaW3nRHMbcy2+1lvU+yBoAsV5bYeMhbH63dU54piDGhBrkohznwu2i\nHLOyWHULpn7Ptwk+Nf/uHjrEze5e1a9pSk3gpyX4RAQJ0ngh+3k46lXj2QvwMERIgzGUgaE1vkW5\nTISvpUk7n7PagukJbCaSgQLS5AZWavD26HmGbdj6mivhdZiXdsD/DEzt9f+lmf07IvIO8J8D38BJ\nVv6smT1r7/kLwK+0O/NvmNn/8GnfMQyBr3z1MR8+CnxljLxb91ydKnG5Yb67YZ89dotNtdehnU7C\noj8k34Iv/q0bvy2TqbPldnewubLCQtQjSU++u9dCbAtNGhWaik92j1M9gWoq1GLsA3zw5Am//LNf\n5Y/+sV/kvadPSDG6erW4e/jhhx/y6EsfMo0j+XQkn04MKSAhMQ57huGErfHq2RicjdgZ1BSQBpY6\nP4saJG2AG2lhTQH1yT4ME4MID58qKUbidwPz4YiUE+QZhoRmxUp0/Qd1Je5oCWe+bsYpBsLgwrAx\nCkTQ4nTt2nEIG3fbF1TjWaS2Um7d3BvWbsheeoSzEVaGRlvn5UWvusBJjZtFuTtWbufK3GjM3KPw\nwnMMnjOw4qFDJ0l1mXv/uZZuFBoCtoUzvQIhm82kVrtIOBc1kno4KiJMQ6SUSG4KaNaSGGdv93JD\nMjxUjXog2UxXrVJJL6/49hkX5e7XXBKv4ynMwJ82s1txrsbfEJH/HvgXgP/RzP6iiPx54M8Dvyaf\nQ/dhN0a+9bWHPL2Cd1PkwRKZDkc4PkGHE7x4Ri4fUU28Vh08PvKb0LH09y5Ac8PO0cQ2xtoSjrQY\ntZN5yNkgQMvaq5eVnPxPiVYIdkLKLWW5g7wwRO8k9Mngn1nNkNDKrNWFV4XK1997wi/84W/yJ37p\nW3zrW3+Ad955gpZGnKquID3tBoZpIglYSk4KIgFJEyYzEkZCjJRSGnw6bWLXhhdggw61luVvuyJW\nqdl3yx7fmhmaF7IqFhqJDImYdozTNde7hySFsiTmmn3BagBL1BIpIk6mUt3QxDAQwgBExpQIMVLV\nS3x+SJVac+NWdO9AV6+hNx31Rdep9LVBkVseomuO9rsmHmkH8fDGgKUqdyfldq48n5VT9ZZ0SwEW\nXUv4onVlWwZfV7FpS/Q54eXcs7BtJ4b15Cgr9sTngU+71VC3Y/H7415ICkZVAwoijnyUVgL1zsyz\nsY+2MHBisiNJD5CPLtjbzNo6zS8qKDQD9wWGD+ZndNt+HdrDcH2HP9X+/a8CfwP4NT6H7sN+ivyh\nr14xxcoVkWEOpPEJTDNhFwn6AvQ5Zs99p9qMy9aUNxtni3yvrVS6t+CdehcpGzNMM6HOxHqkWHZ+\nRYMgCdc28LaUYdq5opSCmGMi33sQ+CNf/5A/8yd+gV/8pW/x9OlTUkosx9MFFDqEQD4eXC2rVZ5C\nCI45CAMpThdMQOcav13+ju+I8R54xagESZ5cNHGylOJGDzVyC03EgAXG4ZoHD54wipDDgZBL8ygi\nVgXNwc9TYVAgumFAIMVErIlokSCBHE4uRtMWfO2w5yYzew69OjinJQ8/ofy6HSrhXCEwo9TCaa7c\nnhZuToXDIiwK2aBYOTNX4aFV1U5O0qZCcINE43y4gDVfzKGXq0oxcoGnKIbzcYqsHIohQuqM0y3Z\n+EmoXdGZlA8M5Y5dOZDiQpGpVR6+ODKi12VzjsD/CvwM8JfM7G+JyId2Jm79NvBh+/mrwN/cvP2V\nug/bMUb4+juJGCKxRuohkaViKVMHQef3qfP3qMseLS8QrPW2v/mFWOu7sE48H7p5bF6/3uPO41iI\nVpBmFDCXog+cATnVfIKrDd6Nd5wZUuD96yt+5oNH/JPf+JA/9tPv8+GHX/bduQJhJI0jMUYU9zYo\nmYphKRAHh1mr0WjPRu/WbCFBn5CeWxKk6U6q9mahsLqnmMvCpwiUgJUFbfxetRSoStWZpSgxDkSE\ncvLk5Rj2aMNpGJVaPJ7NQMbIS2WYvaGrjkLcQTgacSwMu4mQInNcWJaFnBdqyY06/hxGWAcviaNC\nfafeutSfbBzUnBQnSMBKRg3mUrg5Ljw/ZG7nyqm641375WjTwOrZIHijUwdr9fmipDRuYM2sOY1e\nKtWNnkVPOXQPrqg2gtce1hlRWIFnZTVmrz63WDKWTwzLgaHMDLE0lbLPRv7aG5TxXssoNNf/F0Xk\nCfDfiMjP3/u7yRuSKYrIrwK/CvDeV77OB9fRm27qQA6RkwjLoKRB4PYd2D2G+QqpO6we1wApmKJv\nkGzsGfmLuG3Db+ejk6ucdRLX0eLLFJQglSSu8BObjNmiwtJ2wKUoS8kcivFAKk8fXfHzP/PT/JGf\n/hpfeTghRTgejq590BKFJfRJGIkUYnD16sYr1JJ0nejlfKPXZqJ7iVFr1ZS+Ayutvp4CxQxbCixK\nOWZCruiiTUfgSFVBxVl9TBU5LYRqSI2gFa2+42WtxOilSuAMrkmROCTiNCLDyLTfMUwj9cGZnAbz\nfIRIrxRtE4oVufBwPnuKVYxBIlAaDuD/p+5NYi3LsjStb+29zzn3vs7smbl5GxEeTUYHlUmWSnRj\nhARDJswACYQYMWLGCKkmIIEYIhUjxKxmSCWmDJmUGJRSiMqussKjM3c3s9fce0+zm8Vg7X3ufebm\nnubhkSWP43r+Gnvv3tOuvda//vX/hXme2R8m7vcjcwzWJnTlmHWfpFwtIIQOuq4zBqYcpdSOpcPx\nfmrnu5HUjvvPWrblbDLx/UkWBG3GRWz6Nh/nQOzFHx6b5ARxwqWITxO+y/gC6rxpZ37F9iZezJdt\nX6v7oKo3IvJ/Af8B8FyqzLuIfAB8Wn/trXwfVPUfAf8I4Gd/+g/03XNf67PE3o3sXGY395Tpiny1\nIU2PCcs7DNMrNvlg7kNdT9IepDkn2UCKOFdtChvx6MH7coopGDjY149tbeU1j8JM0IxzHQOOi2XP\nmUw8SbcMcYQidHQc5NwQeyf4vBCyY04D6s9huuExmXcd/P0PH/OnP/6YD3/4I8qTj9hlYV+NWjtf\nyTHEemMpue9rG1GgGLdg5cU7IYYtKhEfFzrNlfbaod4jcT4i8nX501JQ51iWTBkjEhU/FdJ+QZdM\njLl6FSp92VX6b0FLY1lWKTc1spNmxVd360UsOEcthMU6DSIJCQvi9/RDYNnWTOh8S+gcGZOMd6HQ\nbauAq1NUN4aH1HTaF/PbaHMOKqUqFltdTsV9FCX4PU1YZU6ZwyLcHYT7UbifA7upULLH1dkVsrUd\ns5hlX+cF5xTvOrw4QhPwzUrXBXwodNWnM+eCy46ggVyaV0kmm5dUs8okK8yVSj3gIZmUHNg1t5a6\nVC5Hoiegatcq10G16DzkAy7d0usrunxDV3YkeUzWYJ2j39P2Nt2HZ0CsAWEL/PvA/4D5O/xnwH9f\nP/8f9U++tu9DcMLjbUDU6u/O93ifEBdxCmGzpfQbQt8TuoG8WLumwMrY+7vcvDh6F+hDIRTBa6Gk\nSFlmiiYLIHWePqPMceEwRVQzZ53wzuMLfvrRM376k5/wve99jyfvPDOyj2pddRw+uMqZaEdz7DG3\n7VgivCbqIXWFKiZcomJo+gNyD6z06Wma2N/MHF7tyLuZfIhozKZH6az/7vJISqWm+YkYI/MU10nO\nPgz0zq8TiEZgguIhlLYKGotPPXZ+xHQID0HoOk+/7bi43PDo+hI/bGsq/7Auf0gjPhKLTpfk9XuL\ngrRqoyjM82JZwnTgsMx4vzl5Tav7G/K5dhFOWJfee5ruZimF7mQ2xoa/ji1JJ67iDiax1hSaTq9d\nM9Rpil7w2rV8w9bOR27XNCcz3a0f4n+/T8DbZAofAP9bxRUc8I9V9Z+IyP8N/GMR+S+Afwn8x/UA\nvrbvQxB4p2Mlfmyc0LnOZiFSIZ1dkDYbSt+TQpNWh7qArvbnfxebE+hE6EU492bAEkoyjsC8J5cJ\nkYJKIJKZc2E/LyDClYu89841P/7eh/zxj3/IT/7o+7z/4Udsz8/JdRXswgBSCOLsIpuKIMBxRr4e\n36llWbtpzRHJjEftJk2rRh88DCS56jqMhwP7lzs+/fVvmG726Jjo3UDnOvq+J4Qe0ULOyjTNxgCc\nZ6ZxJsYIOM7cnm3oCN5YjRJsEEx6t2qIlnCcGE0lsqSZwzTxKi+E4Di/ukC5ZHPWM6SOEIwm3Fb6\n04DQAoadjtd4CXr83tUR9qIwT5m7w8z9OHFYIvENKfZqlMvx9Y8S7ccujhZ9cN5bYEgVK7C/C5TS\nwGIDDI2pKZW0lknJugw2dYphNtIMkY9ds3bN2maArIHcOU1IiThNIL9PvXPb3qb78M8wU9nXf/4C\n+Pe+5G++lu+DBx45E91MXgjtoVeHxI777QW6PUP6Ae06Fu8IpZYIf4cBASpoR8GXhE9Knxe6NOLr\nRyZWv75MzJklRXJJPH50zb/+dMsPfvAxf+9nP+VHP/w+7z19yvmjK7uRxcROvMPKJk2mk1idhoBV\n7u31jkK7OVPl8/uYcFLsfNUavMp2Plih7G+tfveqdOLIzpO9MoTAdthwdX7Fph/IdIgIMWaWxTKF\nuGSmaWJZFrr9BCWxCdAPDtcJ/dbjNx1aRUpcENzgwSnZFWJJzHHirFgbMAyB8/PB5NpyHUsSYfW2\nf/CwntTbJxlFu/yNtxBqW3hJhbvDxIu7A7s5s2i1I1yWE1Ui1qBi50jBnbYcj+db6uxDcM54H5xg\nBSmBa8S1o3eI7ZfdpKUUSoac1ZidalwO5xxOg3W5Tt5vfV85lrpFBS2NODfiymIZw++vcgC+JYxG\nEWUgYY7OAVU7Z6mD3MOyuaBsLmCzJdX5AUTpitB5T07LV6ZfD9/rtUYux4tQSkH8qXDrkRykccEl\nxaWZkEd8HnFlTysaYhbEO3JcCMCzyy3/4F/7EX/yJ3/CT372Uz788DuI99ze3gLWpls3Z23Bosnk\nvdtATxWGXf0f69bKjpzMRSikBefVjEIQ0Gxya/VItbIGAUpKBHFsNz2PHl3R+YAsSieB67NHXF89\nZjucMQyP6nmxOy5nu7H3u5Gbmxvy558xjzs8mc22o9vAcDGwORtIIRi20zmGbQ+dQwMUV1jywiLe\nZNyKAY4uUFdQs4JvD2oLZK5iLOsZOLl89ju1dVpLyZSVmJT9XLjdLewmG5RCXH2Icy0dPLGUyhM4\nVmtr25EmgkMVSjF8xzgEtvLHnIg5gRo5zboQ2Ic2Exrbf6QQYyR0fe0++AoYK6etaFe1FRrde21R\na8HnBHHELXtkGBEsIH2hq/6GZ+Ft189vRVA4UjPN+GMTLDCkHkpfuOm2hH4L3UDsegqOTqvw6FuY\nr3zh7V6rW9/07+1zcgaaOS14EkEXnEZEJ5xOlTsAc8yEnAklcdbDx88e87M/+gE//tEPeO+9D9hc\nXpJSod82S3lFqtKUQ82SrjiK2GhxM5x9gAvUB0VOfl7UdBLHJTJ0QrfdIJhceiNRNbadqhK8gy7Q\nPbrC9R3nj66gOHwSHm0uuNpeMHQ9PUO9GX0NjnZutkPPZvDsdc+8L2iJ9IPDd2Kj1b237ADB9R1h\n2+M3DgaHeGHgjFyElBfmaF6PS5rXQbicdeWJWHBoidJJUKg/bOdkbcM6R4rKYYncHyJ3Y2RKMEUo\n5TjMdLpZ8H84/LR+cFyxVzXmk05O+zCzG7fuq71Ha2u0rpHUf5OTf7fgYYf0xYe47Ydr2Z/zeAqu\nzPhiVOe3H3N6++3bERTqvFdZI3MhOEfnM0PIdK4nhQ2lsrdEDJRz2ezTvg7SaBfy+PWbuhOnQSM7\nQ7uLM9kx0YTogjChTHTDhpILOt8T08zWwQePLvnJe0/47sff59l7HyBdx+6wmHOxVMdmMbqvGFfI\ndKtdpW83jf78UBq+PeRthBhsVZvnmbS7ZekdV+GaIWyY09GPIoTjZRYRhmHAn2+54NpuxgKyKCEC\n2Uxwy3QHWM1rfH0rJ7oetmcB93QgbBMaHaUkxJu3QCkLUOtin0EiCYcQrI52Sq8BiYEiNQi4nlin\nBUsVUlGtBjxqWpba1IlrF4UmwFtLC4sbyqKZ3TRxc5jZjZElm+q8JsWlo7ZFOxestfsbxFPqf0c7\nOEMvteQ1e2u4AqWs2RlUTKGKtmiRGuxrBpTrVGplkb6Gm65by1h849WIZS9OF6TMSF6MGv973r4V\nQUGBWO3YrN1kCG3nIYRCH87QbkP0Pcl1NLa6V2OIfR3Jhddbkm/+92NwyGLtKgUQRY2iA5JAEloc\nKUaWJeFy5P3rS37+/e/w848/4vrpe2wurjjMiTHPuODxPpiWU0k4CRSXamBQGys26LSely/iAg+C\nQlU2up8m7m9u8K7ggsN7R66S3uajmFeFo1Yvh81AN2xxoUOSQlTkkCiHiMaEizZ/kLIJjIqr1vEC\n4iLduaDO5h9KHazKKxGnGIU4iPlCBoEAxS4YpFJTZgCT9DdkvTEcq8ELVlraax5Bxfp0oVrwlUOQ\n6qzEIRbuDiM3u5HDksD1lmKXXGca9MEDeBoY1vS9pfJiqjTHnwslJdNsqLhGbvoJgCfXQMAaaFDT\nkrDryGryoiciM1+WtbbuRwsmWssE0VKH8IxA9vuWF/hWBAVEcRJt1QdswNfZCtpdsAu3PA+RQ98z\n9j2EjIv3LHic3yLlGN2/7uayEaXG4Ixxlq27oCETB+FqiRx0oPMDskxsl3u28yt82lNK4m7ZoWlE\n5gPnHXzn2SV//Md/zHd/+FOGZ+8z+x7tHWFecIWqC70FIPvDkSelBplLa9SUZnBSQE0o1WMCAEIh\n5UTX9aRuyzg5Pvn1LWhEwwUlnHNxtmUYbAw4qxpT0UmlcihhXeHtYcs5Flg98AAAIABJREFUU0Ih\nnVmGMUhTi4pIWRAd18AkXln6jHaBovIQJKRQtpZdhBBswtA5O3ZryjBVdWZLmY2W3GG9fiNY2UBT\nAxijZhtIqhlDn+vKiQG2GUdxcJgXbg89t6NnN1oW4pyiQRmnyJ3ORIESas2fMg5HwOZovDd1qCCO\n/qTD5QGvalL5UpWOzAHWomB2+OBtbmElNZkWY6kPbdECiyc5mENGGFE16rd5iGQ6L6b8DTjpcKGn\nq6Q2UWVIyWZcIpznyEXcsU+z4SXueO+f0gjbT8vXcG//dgSFB7RjbBWoF0VEGLqeTeiYXTC0vIAU\nD1IVlk9uoN8hLpyki0052tPs45wLBHEEDMPwZBMULTYD35VC13W8950nPHt8xb/5b/9b/IN/59/l\nww8+INaBpebjcLxYVY9xbSe11LIOZ9Wx4VyyUW+rsEYpBbKl2TkmOhILSkwzd/sdh8OBBdjHyHff\nfco77z4zgCpGS7vB0t9cWJbxRGLs2P8vxbwUkquptmSKFFKsYiC1pMEXnHc4153oM0oFGENd5VpL\nr+EFR83K112zWNH32spba/NGMjsKvZa6eitNY7EwLjOvXt5xN3bc7fa1dWrmtjlnlmzScja688Xr\n72tr1fvGH7CtsRfbRKf3nfGM0rH7kLNN7vrOnRwfJwuVtqteMyLWc9B5G78MzhNblpoLxZWVSesw\nsprmye6FkBEiQsbrAsQHnJbTzMG1sPA1nvRvRVA4fY4fEFGwE9t5RydGLe5at0odSADtUR3Xm/rr\nBoXTDOMYEI4fOLMT66pVWyeNWagsUblwnqdPn/KTH3/Mz3/2Y37yox9y9c4TwvaMXMlCYBOSzaSm\npb4CtQUJLVBosalH+x37WpNZudF8K0sipkgZD8T5QNcFHj99QhG434386tefcx6Ey8tL+r5fIa/G\nw7e2nnV7Vpy21bvV2Tl7Iala3U9BgltLFmv/lZp51JVM2rlXXM4VvHO4lVhz2hJ9uGqd1vENGD1t\nxbV2YXvASjm2dFWFcc4cDgvjOHOYLdPyXSBGZVkiSzqSro66A+0GK6tmgmU2bd9MKckHy6jaPvR9\nj4gjpmZY2wJAQUo52e9TfOLk/pYjCakFEF9b0yoFzUKq3pVQzD3K1WPPGUWry0NCWCzDZkFl8+Cw\n7BmSdT6mZYRvs30rgkLbvogM24eNKidCTvgyG9oLoB7Ur3/3u5QPx4BgiLkNPbUPD9JVmEwhJzbY\nvMWczOfx/esrPv7gA/7+3/sTfvzzP+Kjjz6iG3oUj8yRlK1dyroCGbqu5BUk0jqJ6ap9+Co+0oA3\nm9apWUOqGUNBcqLkyNnlBc/ee5+s8OLFK+52e+5veu6f3HN2dmYcfm9K0qwCp7EeK+uD2PZFKSTv\nSVpMMVoyLpgGQ+sSmFYUpmfhG1BXkfpKLzfRFLEyRaSqIrsVT2jiq1Ixg2O2cHo/vI4DqA0yGbjB\nFBOHw8T9bmKcMmMdxnISSGlkWmKlbgONf/eFIrxmPVU5qjENDTA9bS0m+54j7rQCl/qws3EKYrdz\nm9ZhqRPzHqUKxjo6Fyg+o6m5b1cwuQKeSKklaKKZxzmNeI1E6U9u6vrhoDQx3T80h6i2uw8orTVh\nsCm/BZ9nXBnxZSGUBY0L0p+TiltFN+QBqeVtA0VZf7/15UUcjg4nPUiPx9OT8a7gS8QjzHNE/MBP\nf/QxP/qj7/LDH3yf7330HVwXyEnJal4Q3gWT70JZHZBzAjE7uVISUtTk3FNeH3qp4BmloDk90Ccs\ncaEN6Gy25zzxHVePHnFxdcn2k19y8/Ild3d3/OoXn/D06VOevf8em7639PW17spplnTKmEyq4B2q\nZiOjxVLfbA14I83ACsStvXaa+a3Uh6+sDD+71nltb7atAXnt2hdYX4+qxmQO0o1IIOQM0zxxOEzs\nDzPzlCgE2kIfi5KKsiyJOSrgK++D2vb0hODM68FLnaE4pZE3YSYrG9b9kULJyrLM1Lht4GF1vT66\nS7Wgx3pcLviVPWkZsDcnLXF0fWDOI5odmgUnWrUYrTwNzrFkh6YqNxcXJCcbmiMT6/kxQLwSNrxl\ncuLcsaP1Ftu3Iii8vq0pl9ZaNx/QvEOXO8p0Y+0YMSH1r+RPv/UbthNmU/XHbMEIKSJCoNhwVFxI\nS0RV8GHL97/3XX72s5/x4YcfcnFxwZIL82GkFKxe5HiNbMKxptbVar1hCVJMEG21Va/gUlP20ZKO\n2UStucX3bM57Lq+vGfqOq8tLOoVfLDN3L37Drw+/IsbI5eUlwzDU+6QFXntobeWup8H+BVDEK+S6\nUjpIxbQOECNTNdNX5BgU7Fi1JSDrimvPu6wj0KvISqsUra6xwAm159+CeZs/OGaSpRQO88I4Rnb7\nicN+ImbzsvB9MPZlstHvVExGPVdDH61mmy2177sekVxxg1R/7upgFkdpttrxyDmS0pGyvO5TptK7\nC035+ZjpNXBAjmLE9f1DCHTOE8RRXGc4Rax2eWqK2L51IfAGcGbDHShG6/ZajiIqUrUanFQZPDPk\n4Q8tU3h9M9DvWD5omVjme+J0R0kjTheQOmf/d9CnXcsHdagE+05B40yOIznOuNBzcXHGex+8y7Nn\nTzk7O6MkS/ElWT1KZSdCy2BssMY+N3D0NRekVV7NJkbt4psiU2ttiasU6DDYU1Vr+8uzLe88vmR+\n8ogy3/Py5Sv29ztevnyJqrI5P2N7flYzIwNSRY5MulPwz4mBXbb6CMGbeExJtr+uMhwbiHhk5Sne\nH12vGgDZAoL9u38NZHzYCjZuwEN141WIRYsNOe1HxikZBTu3B9lu55Ts56ZK1SjJbdU/4hmnGQ6a\nyCXRRtJbJ0XVAkLbp5wzsc6Q5Jzrg91RUjZF8nLMWo8zDPazWDKhHOcgSvHkmAi9I3QBxAacohdK\nzvaAa8ZV8djse4qLIL4GT/DOESovQmu2I05M5KZWwOYy8/al9bcyKLStrWA5Thz2t4yHezSORiCi\n2MmGY/3xO21vCipNUOU4GENOlJzRJVJSpu8HLi6uePr0KVfXj1FVDofDelOFKo9GTb1pHgUm/o6S\n8TQZ83q8Kyx9DABwAr6e/K5TKK5DJFMEpmnCa+JsO/Duk2tubl4Ar5jnmU8/tan2J8Fzfn5evQft\n+Nr+eh9w7siFcC5Rilg2JlWqPRdKqEEgHYOCUZSPQcGtjszHssGu5UOLvHWWoR1/+zmn7eWjVH6T\nPbu/v2c8VDOXqOtxqAq51DmNWMHF+qAUjGS0BiNt9O2q2bCWrA3bCMfvVWu7UTAJuXxynjoTYsll\nXcjaNWsBd+0+lGLmMxlKsVbuogudOFy/YbOxCc4YIzklSs0YXA1IIXRGpquYiRdXvUuNWHZM+eoc\nhhj1HucQeZPj5Ju3b0VQEFWbdBSpFmPWiycn4jxyWH6N3/0Ltq/+hjJnRq7JQRhQOm6aROcbt6Np\nq1tn8EtNZ1VMRKRoQDTgtEMYyOpY1JO6DSEeQDuyeOYEeVy4KDPfue747ne2PHp2yfbcfAxSiohY\n718k0jUQVFvxaQ+RU8FpAFmQZoGjTd481ltYcaVaplWQKTfQsaaCThe7SaONJPussBnQ8wu2ZwNn\n5wMxZe7vd7jQ0Q0bfOjYbAekz6g7pzDQ+Y0JzfoJ5xaQiC6PrWUqBR+ON/VKsS6THU/JdNpBDWIN\nLEWE4qy3H5xlCh5rVSZ/2lmoWRTW8ldAymTBqLos5aTEaIDhPM8cpsAcjeSUUaSzBzzqQtKFrAux\nTDZa78xnIh4ScxSmkoyrobFqJXjrZOkGh7JxhR5bfRFHxrgMVO3GQ0zMybHkxeTnnE09BndE92Mx\n+3mVQnZK8abN1YujpGTz2toRs4GGoSx0OnGdsZQmbLmbD4ZT5ARuxgmce4dsAimZpNMUhOBBukwK\ntWNXA7GGDF5RXyAIkn+PGo3/KjZV0Gz0X+G4KB72Cy9f7tl9dst0c0/cT+gc7SJSuQzfKEs4pq0i\nUmmkNqTSrGJVci1nMpIjGg9sNx0ff+8ZP/v5D7m+fkQIYV2Z7OZv6s15PUCtgWFVItZm/UKVBX84\n57BmB/Dg69NNaqqkqpRU3ZnVVuyLiwsuzq/YHfYsy8Lt7S3OBWIuvPvuO1xurgm+R1RMYxIPnGFC\nM2JsxNcAyQflRV3BafwJrc5WOZ0gx63XbiWEryKxTSXowQRgOQKJxVWF6WKDTHNaOIwT8zwzzzNL\ndBWLMKl1FcipsMSFcZmIjVPhAk4tY5tjYl4iOYvpVdbBN22ZjFMoxwnJ10122j7GxcoHc8E63qzO\nudp1MYgqlWRs0bqfvpZfVkoIKRWCg6hC9ImYCqX3dk229l67/UKJEU0dDLDZBEIfyGWD+oG579iL\n0GelW1vCheKEIkpxjqYzoH9oPAVULVVSMb67QIyJw+2O+5e3LC9uSbd7dI4mj7PW69gg0TcIDAaW\n2dciZuai2qF4MtUzIJqgis8Hgs9cXw1896NnfPc779KHzoAhtbJAVNaJxLZfzdasVC8G1XwCPJ7U\n0u2hrsh1qTfclwUFG8fN1jbM2V4vmzbD0G/NDbpkluWOeZ65v79HXGAzXHC+7XDOQ1jQEhHXQdli\nSv4d3o8PUnvAMoeWNlc7ONoEp1YilJPjkA8GpFLyg7Sak68fchEqYQpIsTDPkRgz4zgyVi2HGBO5\nGKmsdYsK9YFdywZoPl5WNtg041LVj2w3vXEsMNUmvOBDHbI7KXHaw9zs/ExwJpNXa8uyzkf0zq/7\nosUIZrgKXFeMoRVFSQspC+qUJcOcMkuEYehNTq4UYvQsSzQyWV4Ig2frAloCWYQ5CKODqJmxlUji\nSCipPkcGOB67Hm+zfRPfh/8O+C+Bz+qv/req+n/Wv/lavg+IElnI0dx0x2nP4XDg5vPnvHrxgvTZ\nDXE30WVBXGejrhUI+oK84tfcjiO3nixmO5/FU+iAYGrM84wuB7o8cX3V89G7HR9//B7f/d779EMg\nppljvWw3e855nW6zfbQHpAmo6Jput7br8TgMdT5+/WVbs2Nfs4TcxD4cfT+w2WyIOTFNB8YlsiwL\nu92B25sd22HHYxkYzh2hV3JJFmZLFev2p/L47QFuWg/HseYHOEdrVVRVKaVKnq2ko8rfdCfZEMdV\nuNXqS7JZksPhwDxVgZdpYSUxNTFVOTIfjxmMp9TsjmJEoJiVpVirUws4f9IREXtARZt+xfH1ToND\n28eUCikpp4ffQEUJVbaumCDrUgfekJbVhGMrCqVeLpZS6ArMWRkA7x2Dd1wMA5Mv5vehoMQaeDNn\n3pEHpXSKC0ryjiwwOZg6OJAp4tGmMfk15oO+ie8DwP+sqv/j6S/L7+D7UFS5ixNLVOaYmXa3TPc3\n3H3+W24+/xS/27eS1UAyZ6lfydDVleLL+AjHi9ouNkfySf13h6ep4xT1xudXRxK/mqfk+cA7Z57v\nnz/mB9/xfPDBNU+uz9H5QFrqCPVr7L31iNc02nretbtlBqTJHgRXqptQ0VXi64sgXB0PTgZ6krJx\nHdprJJvktHQ2sN2eMS0jwzCQ1Prz+93EK7/Hb3b4Mw9DoLiCsuCdSdoHGcg5rOfutGxY96lmCNJ6\n+02IVBpzBhoBaH2NelxZj+VIe+3W3osxWqtxt2McR+Y5Vv0DNXDNOXzX2fVqKX1lLK5liFpLMC8z\n85yZo71ntqqIpvcozjIN5xRUVg2LFhBaCdGC/DzP5CSVwXgsc1UyznuC90gIRO+ZpoUgMCdFyQQv\nZKds+gGzkjcuhSr4bAzZmC3v8A66TcAz4OdsYnBVK1ScyRcSItlFNMyIX5g0EdGKZXhyCKgzLw5d\nA9Hbbd/E9+HLtq/t+zCnwi8+mxiXSF4iy/0tefeS5faGtB+Zx5kuZ6sFnbcpNQXRqoHzNQ749a3B\nLyomy1WMfkNST1YhS0daMr4knlwFfvidd/jZD895dn1J6JQ8mfchQkUw24ST/cy6poZorwGBo5w5\nsGIBNVLUHfriKW6/c4o5tNdoWAXJGHFtbNo5R9d7QnKkaJ6KL17ccMMTJs54r2x4fBnouojvAPbg\n9sR09YBQ1D4f97llPOVBQH6wjwZ4WNeGFgyNVLT6Ja4rsGlHjuPIYVH2+wOxtRWrz6WpvLa/q2h+\nMr5AThYUggSyqClRI8Rszs6p2JXpgnVSnK80aew+UncsG9q+NYUmAzmro1VxFcepVezJZWpYRN/3\ndN3APEdCnaDN9ThDMAIVJZGLkcEyEel6LnxV0uo9vRd87xHXMedCsj21DLMsuLLQywFkBHfg4B6z\niN1w0cMsBa04GVA7Xm+3fRPfh/8Q+K9F5D8F/inw36jZxn1t34d5Uf78lyPLnGCZKfsdfn9PmBdk\nVrIo3jvozNm4pKPrrvumaKMKq0UQQGWWF4RYHDnZjbEJwtNH53z84YaPPtgy9DBOOzrVyoY7lgTN\nk/IUVDSswEbD1we/PAwMRlZ6+LB/YXdPgoKUIw5Bvek0Z1ttDzPLsqzDWJvNhhlI0bO7n3i5pDrq\nvKWkgadXUGTEcUt2C1G6dYT49L3b53DSTmylhfEsMmidgsQyF61BoTH8tE4DrnZqTUx2v+fu7o79\nZIpS1g4ODMNm9XJEHbnM1pWo5YZ91iPwmJXG/8i52Epb6+ug4DuHdx68q9mhAg6pJdNxOKysWMVR\nsMbjfeV0CAZAtzKjKD44uipEcwgLYVkAA0lby9k5h/iBMo8GMGoiLJHZO5OL6z2EQucFlUBxlg0K\nHaqFrJFSJlweGeSAugPnIjgpLAj7qmjenK0aTvV7DQr6Zt+H/wX4h9h7/UPgfwL+87d8X+TE9+H6\nnQ/49fOJvESIM0NS+kPmLDtCDsRQCAKJtuoYndbpN0oS3nCghimgbpXWEh8YhoEzznlypbz7zgXX\njwKEzKymrNPIOG8+7W24qXqItbeqN4g0BPt0N74iILzpeJ1igFSM5GWxNLc+MOu0YmnCH0KMib0O\nfH4j9D6jS0KioFeRzZDowkJyywPTk9OVHUzyzHaqFdf5JCg0K3mjcB9bsTVTqKtwIwC1rsL9/T33\n9/fE0pFzNj/LrltX4CY1f9rKbJtIVVMuZgZjnRlXOZJibUgEV6cXnacOVVH5BXXCQHhQNp2CjKrg\nXKiXMZq7txzfv5UdIQScBK7Pzk0uLxzY7/fg7Vw10pMpeqf1mGJRlpSJcWZQc+n2zuGLjYA3Mpzm\nTCFCsbH2ThOBTIDaTWrYz3rn4FbVzr99+519H06xBBH5X4F/Ur/92r4PT77zc/1nf7PnnMKFjjx2\nI0LmwEzHwtW4QIymdyCewYoskiwkWRA2GG1L1ge6rIyyluba/wRp1waAnXcUXRAKxXVMekaUc0KB\ncLhj9oln5/BH717xk+9OPHk2sbnsWWbBj4EkafUj8BIqflDlsyo1GWoZQX1AmrFITuabWHKlzyY4\nqbOdVgu6kiiYLoLNLFr2FBEoGZ32lP09437HdBjZjyPufk90MAlk2eJzZhsXchq5ukhIes4ny1P+\nn/vvMud3eX+K/Hz3kp8/vuH9y8x19xmBykvIkYIjqWloFhVE5lWabCVbqbEwQ4oPM5qTdiZAweTj\nDuPIFBN39/dM08ySTCn6sr+gP+9XE1druTa/RkVqK9QVSNl8GEoVo11ILLkwZmWfHbN2xBQZFAZR\nfNeZlqa2mQabgWhn1iM24u28vc4yW8ehGN7T+4wXxQcrabLawJeWiVlAUsRNC1fbc663A1ycMV33\n7A4d433kxf0tuWRiA5p76JwjxYmX2qN+QZ2SzgIXnWfwjkG1ismYTaH3DhdGPHeE8QWOLeoHdr4n\nywW36RJkMEC+S8aFyZu3fs5/Z98HqUYw9df+I+DP6tdf2/chFbgZlewUj7KRyOAiwUVULCCgGSn5\n61C432prXpFrj1l5YPXV43h01fPek4HrK8/5JiOl2qRT1oDgKrffqayYwXFVP66mrbPQVlKyEY9s\nOMq6CEXTsS1ZCkUbg64q+GQTW9FlpEw74t7cuedpIqbF0nXX3JuKYTWzGZckt4XOc7t9zKfukl/I\nJffpHT6bAjfyjF/rzDuL49+4+Ke8s1Uecculy3hmHGLGIy7QvVa2sJYPJoR6mn7DEawrpbCUmf3h\nwDjOzCmyTEvt23eErjP7wGbBV9P29nrWYYA2udiGgFrXB1wdWS9HXAWpqbhDMJGUBoeKjW5aFqCA\nLoCn5EyKyQJCKhW/9RRnD3EXTO+ycwEnnnmeGTWYkXcyt/IUI70bOAs9uikMGpiWkTKPLEsFun0g\nVfasFmFalKkrzH3hrHS4LtAFxeWEFIEC4jJOEy7tkPgC3w2c5XcAGMlcamInib1zzFXCLMS3l4L/\nJr4P/7uI/Cl2bH8D/Ff14n9t34eiwlh6NppICIlE8guaZ1RmKAnVxeB8rTyFlr3+HghMbWsy20q2\neQPNbIrjyTbw3lPPk6tM5w7k2kvSxomvtFwPlcbc6tSydhpUDH2XutoriuRSV5myBgRpw1EVdNSa\nKWgpOCyA5Ap8pf2Oebxlvrtlng7kJdq7O0GGDTknbseFz24OMHm27ozQnaOh53b4gDt9l9v+Ga/C\n+7yi4/PDyF8tCxf7wP3ur/nh48QPusT3ziLncgAtZJdQreI27WFNhhnYfhtj0wKa4ZENP4gxMk0T\nU544HA6M87LOCgTf0fWWHQQJD4LBWmpJ02i0rsaqWYDa4BqCrnZx2Ya4GtiKM5GkbGPfbZRcpS4H\nImQ1FmlRI03lxaacbDjLODRFLTvyzrPtHJfbnsEL0wivZstsRLFrtCyImBL0Rhy67Xl8sbVSYdmz\nFGuHZu8JwTKwORZ2U6LzyuXZFnHBxFpVUfWQFxNOSSPIHbjfEoJyNr5P112QB8+ewD467t3AIoKG\nnvw1Rge/ie/Df/IVf/O1fB8AsyxziSIZFRsJFTcjZYYc8WJtL0Nfa0op8Pps/IrGr56MDwGx+sX6\n+64Zj9QuhsmiGdRYSuFq43h6Xnj3sediUxH03Fh5CS+DDczUVdEYmXmdIlQpx95VKZT68NjPrKWY\n83HwKVd2oGoV+KzZBDlVWbVoOoHTzDLtWA4H4rKsfgahG8ALiw58vrvh+Vj45G5Bli2Pt+ds/GOc\nnHOvHzG6dxnlgrnOQcyu40YVdyhc5Q8Y3Yi/hI1feOZHgjvYbIEuSBX1aF0IKRYcTF1JHtTiDUxM\nKTEtid08Mo4NBA2E4Om7TfVuNJ/K09IjpbTiG/Zzy+2sHVowhSw1DkExM5ojgSnRB08CE0EJprwU\nQmf6m3VFV3Er70MRG192DinFul61/PPBfk9Kxotn23VsOkcvmSj9sZtSMtMyV2ykW8euL4cNOVrJ\ndT8tTMkQwBgjIXSkouznRCfK/XlmCIWNd3Rdj5XIW5TZtDVkjy4v8b3Dx+cE9jxyhVmFfVbGTkgJ\n9slR/uAGokrBLRPiIriR4GZcGAllxDNVGq49aF9VPnwZEPdVm4B1CyiVt38cdhmC53GfeLSdudwu\nnG8ivkqxKVKFK4ygopqrjHp96KXW4zWVbqK0rmDai20FNPgb0bwGhFYqxGQlk2ZrlJaYSIuZsSzT\ngTQvLHNkidEA0uBg2JCXxPND4Zf3kb+6nfnFq4yo8Ew2XIVrvDvn1j1lLxe24ksCFyluQcU0Bf9i\nfMKcXxL0nLPwlJwmznTCM9Zcrj4s6BpILQgYlfghQKcsy3JsO8aE4syNyvd4b+PDgocCqQYSOFKE\nT4NCKWpptIATIwQZd8AEWGIuD7IExeHa63HEm5wTSszW9akksFRqGxaTZjtzBv4tqQG3HRLsLss5\nE0umx+O7DY/Cllgy87KYKZAm8mJj3L0PhODofMej7YZtF7jaFl7udkwpkUo19w02Qh3V8+p+IYjj\nncsN27MtTiJxWdBsWlpCwpcDLr8klN8g5RKXoVCZjs4TBWQWdsMfmEajaKFbdgwh07sJ5w54nRCZ\nMIHLBVzFFV6rjArOFJ2/gsD01ZtWNlvFEnKhpAXRgfOzC67P7nh8PnGxKfRhRpKQS0CrboDkFYQw\nymsNCK3d2CjOa5++diNKKUhLkclrmVBKQVOTO7dRWi0mtJLnhTiPxHlhHvcs42I9cMTMZb2n+J5R\nleeT8sld4V/cRD7ZQ+d64uaCpTzBl0teSsfBORYpIBMmHZ6xKQ/Hp+mctBx4NFzy7FLA7XimBy7K\niCszRWtffuVr5dVSfol8ISjMi5U8MVX35b6n63r60B9nRXKpJccRlGxo/oNrq405avRiGwM3xL2g\npKyU2h3x3hv1HEN2kgqdc/ShAyc21JSEkks1d7Gg4HydOnaC7zyDs+nG2VuXo6iSi2OeFe9g0/f0\nvrchvpIpanhEyRm3KLnr2GjAiXA5bPBnW/bjiJSOu3FhnApRC5I9qoFxKVBme+3Nhq3bcNYLIluW\nCDktdiryTF4EN/yKXh9zVkymcKZnKRvmbMEgsWV6yyfiWxEUKBnGO7TL4EekG0FHxEcoE+Ks3j6K\noVTu6Ml2vIm+wX6I9Yxz1cLbbHquH3keX0Q2w0LwCVLVFfBHbsJqGvJlAUEr5bfutWUjlvm08mDN\nUFI89t81k2MkzhOkTJ4n0jKTYiTNC3Oy9mzXb8E7xiVyc7fn+ecv+YvfOP76xQ2/nTNzd4V2Tzm4\nK16VLZ1ecN8rO5eYZLaHjIAvDpUeTyB5YQ6RVzieL8pVuOBRf0HOt+QpEVUZQkfxUjGdYseB6QQ0\nPKGUBpgCOLpuYOgdfQj4Ou5c1FiIpaiVSq8RiV6/zlLphNbVsKGmUjUKGlmnCIh3eLXsoxnuOpVV\nBMUFz1Asdc8oiyrRBTRl62W5QvCes21HHzwO+MXdwVqKCHNMlDJxmBLb7ZZ+sBV/jAtzSWQthKpm\nLXVuJM0LuQhdH7gIjvB4y8VWuD/suR8dc7Z7Zo6Rkh1BoHP3pKJ8/9GW4fwCHZvRT6aUSImOGD/D\nS6J3WwY94yJcclUueeS3zKUwRf3DCgouZzb7WzZDpO93SLmFcEBl5kpiAAAgAElEQVT9AgLJ39GJ\nogwUXUBNAhx1OHVmYd7ozI3CvNakD99rZQ7WzSfIzrE4b3ZmmhjKgUGV9/ozfrT9Jc/8Y4Z8RmYh\nFqurgwyU0uPLbDfb+kaVjgzGjXQ2o6HZmRJzKXRJ8QU0L2gEsqMsglNPKhOlHFASw2ylQlkSJRbS\nfrJpkpSQBPiFYUlsU08sgRcZ/nyc+LP9zJ/deV7dzpCE6/NA74TglMVlogfSBhcyyC1IQePGLPvC\nTJED4h2jv+C5XPLbSfjh5jlBFHVb9nJBd/iE1J/ju3NKrmIqjipXbq1gEzw1D8lUVaF98Fz6iwcA\n4pLT8QJ5MH0E6yqUdiZPiV6hZVsG9KZkeEuSSIwelQ6RhHeFHiGLtaFTEbJEoOC8GlkpdHg34MUx\nKBxCJpZIQtECEh3n52e8c3FJXiK/yTOqsKhNI8Z5wgHnWtjGcNJ10apR4XEh4DpPmUYmtc5Qjpnt\n2cBluOB8u2XjPNrf0U2JJdmkqbrAfSlMo+eVdHx0fc2m6/DLgeAFSQ40kErH5eLx7PHhX3LlbxnS\nK4ayh/wj1L2LG3Z8/pbP47ciKIABfmZ3lqvkWMJMV44aim8DGLSV5MuCwhve+Yhyk/FOcZIJQbk6\n73n86JLtdrNGensT20/FH392sn2hjDllK9Z9ZG3bZSjQJuFiWkhxRkkssZBiYZoiORr5pOSqV+Ad\nG7/Bu8JhzNzOC5/c7vjr55/xyWcvuLvbkHPGE74wu/A2VmOumHjLIRVuF7jpAstm4EwcpUSaIvOR\ntHVM0Y8/P56Phgm8qcT74s8eCrG8aTt2IB4OVr3+uq4JqDhH5+1B1zULOSpDBXFk58xfQ+r0p9h4\nvjqPdD2dC6gKKRYixToH2dQ8ZhdX9/N12K2pR9X2WNd11v6uyU+7LiEELi4u0OQ59DOH0eTlohoP\nYzocyDHy6c0WcVdshzOuz85Ih5HpcKCUwjhNBA1IF+hCwsvMwIFzuefSb0h68ZXX+3T7lgSFAkxQ\nFlQnlAVV07W3pfSYgh9Xel2zgtdvm4etrLerJ+z3E1oWgstcbLZcXhTOL3q6YO1KtLYqs6JSDUsa\nZ+HBTdxaZU3pV62tePK5aEXqW1+/LPYRJ3KcyTmxzEZZTjGZYGcyfKFznq7rWMrC7OBX8z1/+ekr\n/vyzW/7y+S3Pd4UxTXTi6bseV6cWW/n14Py8ljkdL0mhSOYuen6jHc+3V+w211z7HWFSymLEHUqx\n3v+6uS8EBCsBTkqB197u9Qe/OWd/VUBQNS5/60aolhoojn/rsQe/YKzAEuolFMFrG9AyDQxxRlcP\nRXA4Sp3sTMCkyogtMKkUlpyIpXBi8kTOmcOU1+MNruJTAlI8TgtD35tKU+Wi5Jgwd4qO7WbDmQyM\n3cKdPzDGRFLYzTN3uwPzOPHLz+7I4vju+094fHVODPeoQpwiS50D8Wmmjzv6sOFcPuOZbigsbMuH\nbzyXb9q+FUHBRpAisBh5RCOObJlC0zAUHt7Ip0HhFIN60w3+t2z2mglHYpBIv3U8ukhcn0cuz3uG\nDsjRVHCKViKVM6OUE5T89dWt8eHRqnVQlZtLsQ6FrjyFBCWicSTFmTRNpLSQkxXlAWPWlADiBM2J\nFBN3Y+G308I/f3XLP//8nl+8GPn1beIQ7fd839Hk1tpxNjm4k4O3j9eev+AgqyPmwHM54xN9xGcy\ncu0/gxDABQPcSqFzUuchZbVTW2t/wJ2Iw9p8xsP3eh03aGPo7Ry+no21YK/NpYlCE3pt19/TOkTO\nHL1DMScn75lqSzGlyeYkcqqZX6ZTQaUjkog2f8s+ZfrJWr4RQMytWsHSeHGkaCpL3vsqeBKO9ysF\nUY9zsO0HTC2rZjrFuCebTc9l2HDmOzahY4yRfYw4EZZpZFbls7s9RYTNxTn9ZkvverrzS0QORq5y\nhmOkPLHllnN14AreveLyq6lCD6/9W//m3+mm+Kpf7zUjaqWDasYsxB5ucjJHb3/dUlgqqHPCJVwZ\ndV/yzmI3LUlJeSR4z/l5z3tPPdfnC2eDmdDkeTblpUpdLtnQ35U4pcaOc+I4Mu5LBcEMgANMjSlb\nzx5RxBU0R3I+sMz3zPsduc4E9DojeLq+o4ijZEipMI6mi/Bnv9zzVzd3/H8v7/mbm5FDdCy5Q/CE\nIJyKkDa5dFth8zF4OtPwW8lgqlXX0NU5Y89dHvi0XPMpkaf5gsfdNc7vzUW78uzVGaCYaxt2nUWo\nAadwolHg5OSBOb7v69+ffn7tDqAW3TQWYykmrtJk01TVVmVAAlA8IoVMQLQw5oUcsXFlVXJOQEZK\nqBoERptPWrgdR8ZYanvTkzACnRMhLpmsmd6baIviVkJUEKH3DifmBuapQi4a6ENAgBitXenUoJK+\nG+hDx5kqwzQSnNAFGMeRX36+5zBPqId5nnn/0QVPzs7YhoE4RYpL5HIgpQiMbMTTAb7ccvGG5+jL\ntm9FUBAUr8mkqjF9xlOW4tfBFL7+e3ucOkQzriS2G+X6wvH4MnN5PhKC4EomFzNecRX+st0rqD5s\nl52m5qGuBM3IxUg5leoM5JolaJ4oaUTTDHlGl4zGSJEFXECdI+FJRThE5eaQeHk38mfP7/jLF6/4\nxW3k5WLsuKAwOEP1j1L1p/tmStJ/25ZcwKmx+1DPTTrj+XLFe+Ea4Z53/KeUNBlhyguiUsdu5AFm\nITUNPx0YUniQvfCG7//27TRDsABhsv+yDsqJYlZwCDhTiyoSSCla5yYb34FiqlJaxWcLYvqQImT1\npKUwzVPlmnTGMuxM2dk0Tyqhqo4qOwmGG7RuWck2nk02kb/g6EKglIRTs6VDs/GsnTNOA6YQ1QXH\n2RwYu8BvPv+cw2Hht5+9tKALbLqeR5uBEB3ZB0oyoHSOkU73iFc2dPQ6v+V5/dYEhQY0tmBQlZRP\nbupTTOEbtR1ff2+xHjXYjTEMyrPHG9555LgYrF2XUyKnCUnGSKQ6Y697fzI6K9UeTlVJWn0fU0Kr\nKIqUZvhiRjApTaQ4Epc9JY022usdSTtGAnMs7MfE3Tzx8hB5db/w6c0dL17d8v9+NvL5LrJPgNrF\n9FJAZrScGblKXV31Cm28+W3sy3MY8LkgZUQzzLHj8/GMl9t3OPOZsPkFcY6UskDGDEy9e1hGcQL8\nvh4YTsoLTn7Pvv7b9q4JGVT9ihYQXHgQXOy+svIyiAWGIXQkUaa4oDlRcqHoUYpdumAzDxSSCjHZ\nJKzdhXXozgeCCCJNVbzgsrIU8+2IYtmkD1LJaFR6uqOUTN8Fus4jxVG8MSRVM2OOdA7jbjhnpCjX\n0Tulp/Ds8Rm7eSZq4sXLVwzOFJryxQWPpTdNSLclZ2UsBUmJIDN4GH6fNOd/JdtKHnLrQJJtdVDk\ndUzh9xgUTodm+uC4Otvw5MkZVxeOoU/MMaMxk2PCa1MYsqCgNS38skxBtKox52zjrjkallCOXAbT\n/ZuJaSalSl9dCsu08Ns8cHeY+exu4tN95LNd5Nevdnx+O3I/TjwfY23rC4O39NjENCrr7wR0O3Zk\n0gnf4ys21yFlossLMTuWRbg7OO78lmn7lM3ZOWl3B1iJ5rDAoE4qs/N4Xtp48vqz0wf3DYHhrZIF\nbYI29tlKJZt6VDW8xoVg5KNqEOzFOBBdNXQVSYRgas7Z22vOyaGpyrDX0qQqsODxJHc0kvF9j/Nq\nwjZLnWHxbaz7JPPRjBZPSsZI9A567widpws9pSRyFuZi6tiihU6gc8LgBwbv6RTevY5slw3Pb+7Y\nTyMvXt3QoZAKm805ndsivkP9hpQXxpTxSyT0gfCHVj6owOICyZkCreJoVuyhsx6zOqW4Yiq8WqV0\nK+nF6MY1oV81BE5bZg1P+2I3YiQj7sDglOut8Owi8qgXzrotaUkMy4EYDfUveiKYgklfSci4tYY+\nkphUFUmTfa5gktMMYnTnIhHVma5MlOnAdBi5nzK/us18PgVuxo5f3b5iN07cHSZuD5FX+5ndGLnd\nTYxJ17VSpAUgNWxDBIYDWTLqHlHU12GtCMUT9AoXOobiOZscc+/JnSfXLoHkgss7KEqUgHaeCfh8\niXySN1xcXTNO7+H8r+n9RJALsjyq48sjqUaBNbur4iquZlVFSr1ep0//0TRlfbAflBYn11jsftAC\n4o11iBQ0FXyw1jbS2stKHxyDC5ALLzvPlCurssCm29BttoxL5G534IBjH9M6xAUVCBWpHYmBTjzO\ntetdDO/xgXOtHhoOglS9yJwpriNniD6wHxecD2x8oVPlbDNYAMazc5EshSmNZOnYdD297wjRc7b1\njI8S5/f3DFtlJ0pi4jf3sPOB8gTOyDzeDGxDQDtlcgkl4eKBEt9+Jf12BAVM0lttAtd+JlWN9vQh\nNl5xXSUsrfvG751NDHPoPVfnZ5xvtwydN1GKtDCPo80qlCpUUSo2UB2VXLGgZBlMazfVm70N2JRE\nKakeXFkpzX4+sMwLu6Xw6b7wl89v+bNfvOAvnu/59ct7XszKNFF7MLYuKg71xr/viQ+AztPNRlqt\nLbfqGRSbx0ilmrCqw/EQmG0vZfMBNgOq6llS4cXtwueucPekJ3ePCdtrfJnQZGa0pVhrT8R9IQs4\n3V4XbDnNruzvvshiPP3dNlJ+WopADR65rLyDpji1qYg+RUklUfJER6L0gbPHj9lePeWzV7fMdxOH\n6bBKxJ92lmxWwj3w4hTnTJux0rDtQyuwCLosKwKV1XGYJ6I38HKeJx6dn+G7wKYLuL7jnJ5xmjgs\nc9Vu6FAvMPT4EHjMJefDhuurR+ymmeevbnn+6p5XS+ZvDjc8ubrCPXmKO9+w9eaHmvLCvJtsCOst\nt29FUEBtfLr8/+2dW6wtW1rXf9+4VNVcl30759A03Uq3xpgQY5AYYqIxRGNEJIIvxAcSosT4iEGC\njSRGQ4yINx5MfBBMSFDRoAmE6AMixBdvIBdboKFvh3PbZ9/W2mvNOes2xvh8GKPmrDnX2ues3ee0\ne21d38rMmpeas8aoGvXVd/3/S8JMRSj4WZSIA1tMgrnZON0rv3RGSU0BxVJ5y9HhgqbyaAyMvZLC\niE69B6VqUkv1naaAGENKEwZesUZgW+Y89TZMuAIaMulLCrnzcxzo2477j8/5tdfv8+k3n/KbD5a8\ntYycrpQRl1teTamU07wno7lNWEwu983+8+4FmB2vkhIsNQLRmhxZL/+zki3Q7PuVn6Z0GoqAuNxk\nExqWveF8OGJZ3+a4vg1xSVwNGxBVsWzG8l6KAWDr0uwCsWQP47IM0iyDUT6f80VMiErOG6rkSpBR\nM5u0yTyatyQSayFGh0aTgVSWK06WPashF4tluo4MDCwiJaOS2+qDTYjNwWnUltjgNu5ljME7g3UW\n39QIKY9B8o0OyYxbfYw8Xa0ZYuCgrjg8OOCoqmjqmlSyNes+c1gs6oa6rjk2R4zjgDMGawxDN6JR\n6SMs2zUiUHmLlWO0rmmM4G1VuCeunqq/HkoByPamy6tRXU7rSI5obz5nbiFMFsMHlJRAIs4ITZUL\nlWIYcmorxXJXi/mOPCH/MJG8Zn8RnUG0p727H7HUIuRUKwSMRlQDse9YdiNvPF7zy194xC+9/pS3\nVtBZR6DCxJhbiw3EmKislKBZTmXGgmA7WSlzMbKnGEwmGlVjtgHB8rfhGRS2ykFA7WSyC6Tcjr0M\nlrP+kKe37uH9berqCXE9EgsZnS0cB++VTbhYrLTb3m6MXPjevjsxcV/u78OKwZuMZuwKWIs3Fm8d\nVuHQZ9KbYEeG0fDusuPktOVsObIKUlwTKYHiXKaumtCC1Sk4pFz8GN1AzOVjnqsT1XpEHFXloWRE\nIIPllIZvRo2MQ8+ybzlsaoIIjXE0i4yhMMTAyfkZrSpRDHaxoDGGpvJYzYxid48WOOd4erbifrdi\ntVrxRDKysrkNpqo4amoq6xjSlyHQWEBWfhF4S1W/WUTuAf8a+AQZZOXbNAO3Is/J+6CQYa02aM1Z\nQYj4ssAKoEdJdmUY77Kw9L0the0C3I1sT4vMW8EI1N5lmC0hF7MgkNIG5YgUC6jqxMSom0yJaI43\nTM1POcSR8R62Cjq7DimMoCMW5aTtePPxOZ97tOTzjwfur2GpbAJbDbGkSjPphrCNEZoIQSYi3u1F\ntAFbjZklOlfqlSYhMsZliHkuiamMV/JJsHm/WbFZbLbbCBLBVCQ8XRQengfu31pw9/ArsPYM+pHV\n6QrvfTmuFzkj58f8MqUwr6fYqbjc2yavF9l5b47wVFWOEFyJM0GKI4MmKmtofM3txTHuuGJcDzx+\nvGQVBk7WI+ddxNgaYUAMpBixzm+4JmUC52Vqbc9Wo5s4JouZOI4lXlJK4b3P4OeGDCVIUeyaMkR9\nHAfEWGS15kBMRlryniRQO0879HRDTzo/49bde1TWEBtPiA6RrBQkBs5TQ9JANw48XS9x3mxia5Wx\nJPfliSl8F/AbwK3y+lPAz6nqD4rIp8rrvy5fAu8Ds5hCSDnnG4tLcXne+kOwEIpUJtOZVUbwkmv+\njYaMGZVmMYSNhUCpVcjaPyMpsaMQVDVfWCb75tl+S8SxR9KAkUw3/+6y4zfeeJffePuEt1eBVcqm\neq4QDEzncVIEGncScbwHheaG5GY6WrGkIzOEqhYTNRccXbA0jJRin0LgLrGkYqEbE8t15CQcEY/v\n4ewtwumjnIrlYt3B9Hw3G3G5e/GslOQFJcLu780ViBGhaRpc8izbNW3bEjAsrKc5PObeq69x3Cw4\nffgU0wq9dDxaPmUYDEe3jvCFsm4CijGzbAOQQYBSLl8vxaqbvo5EAoXYZyvE9t0GYMU5x5HN7dXO\n5HoG7xxaVYhG2q7n7XEgiuHenbsc1AegBrNe8XS9ZHm+5rXDQw7u3GYhDcbAMAScG3IatHJ0XUc/\nDHRDz+lyVeIgloVnw8h9FbnS1SUiHwf+LPAjs7e/Bfix8vzHgG+dvf8Tqtqr6heAiffhPSSz5cSS\nytlSH0ixGibX4bIhf9D8ZNoU9UEq6aEJSHXYUQh572XRb9qi46YoScr/DBm3rWXIRk3CmVztSAwM\n/Yq3z5b89jsPefNkxdkoBGzGqEwDByGDnSQgSA42BoHRQF8e7ydmlt7d3FUnA2t2IaUpzTulC0Uw\narDJYFWzksz9xySULo6cacPoDrHNMdXBIa6ucoxlr0lpbgXsv77scZm833emIOAE1Ousoao93prc\nli/ZJfHeYf0B6g9po7IMibN+ZIiQjAPxW/fBSHaznEWc3Tyf2q6dy4hRkxUmkol07ez4ppQYxkjX\nj7TdQOgGYh+x4jhoDlhUNQd1g7MVqkKvkfO+3SA2Leqa48MjvHWg+bj3Y0dUxXuL90Jde24dHfDq\n8R3uHt2iqWtCSnRh5LzvebpuaUNijB9+SvKHge8FjmfvfUS3wK33gY+U58/N+7BNF27/J2Sn4SR/\nuB8Q+6AKgVxwVAahBSdxAwcWnxWxvYjnsC+XWziFun3o6FYr7p885Z0nT3l8BqsewGMl4TSzcI/l\nrhXJXX4UbT/FWSp9dof8vs6Y3ApTYgrzYjBgaylIdiVEc7/CVKMIIf9Gsd7GVDFqBnapFxlKLY2B\nGHeDnpdZB/uyrzSuUqcwWR/7fRMTiS1GqOuavu/x1lH5TNe+6gNP1me8/uY7vP7mA07P1wWDQRhC\n6bm5xIKZXntfbTIbRgSd2KuMQVIhGSanVSfcxSmbMSaLtwPmoGFR1fjqEEiMY88wetbjmj5EzlZr\nTBReuXeP+mhBPwbquidqYtmuqS00LkPfV3U+r9ViQV3XYA22r1h3qwziork7c2Gq9z+oRa6C5vzN\nwANV/SUR+YbLtlFVlecJb+bf3fA+NIs7OUqrKdckpNzxlqwQjGUUwUkOmm04FmXbpWaTz+QXMmUr\ntidUdVYROeXwC1JSjlO47PHphJwccv5bwEjaWcSGybQ1pZw2w56rMViBJLq1JFKgJhIQBiwmgo0t\nVVhz0rW8fbLmd94NvHPqeLKOWFPh4oBRZTAQnc00cGj2EjSb8jvHfU8vzRey1QwiEuuE+p4GwY81\nnQGNFaO5lxVvUoyOJd1gMDiiZgjxTjzYJhcDpMBh6rjlAlUc+aqzd5B7jtPFJ5HGY145RM7eQtqn\nyFAj1iLGkogz5Z7PjY2lB2MnFbnlUMBscS3nGYrpPIrm/L+mjKY9GTgxRpzrMVJh7SGjaVh4wdcV\n7vCIUFveEOVzj8747JOBLz4a6GKFoFQ2YMJpRnzWHFtSFOvsjlVSFVdgAw9XTS3wCaguuE+Tggkh\ncJZGhijURI6coa5z0FANBCs0tqYdA4/Wkc7l+M/dQ8fRnZrDCKFXYj+g1mYA2mRwGLAWW8GRsYg5\nxJ0nbIx0w0hvAqsxYuxwxSvzapbCHwX+nIh8E9AAt0Tkx4F3pcC8i8hHgQdl++fmfbh1++Oay3BL\nF1/STdPOVCw0r2j8EOyD+Th2/r/n80u+v72LlFQZ24WgE0BrLC3ZBcZr2Q689fCENx4+5sky0Bdl\nZY3BaiQqWL18f+83D5lM6ZIBsNhtpWjWdLm2X7MSy+/lgjGhxEAUopSloRGjA4s0cK8K3NGBRgPL\ndsnJueHIDtypFyzMq4ypZR2WpCHm2K8kRKYS4blC21Xc2/emY2r2gpU5CzKveJwHJefPk1TEmDCx\n5VbtudUcY5oDqBpO25HPPnzAb73xgAenK5LavB9KTYdASBE7c0cmZqrJ0qqc3XNXdmss5lBy0/qo\nqipT0KV8oWeXoscZw+2jBucrhtEitkeN5LbpoWe1WqGxo3ZQ+wWiI3HoadNACJAhqiwiFom5cvOg\naTCAt47z5ZoxKaHvWIYPMSWpqt8HfF+Z4DcA36Oq3y4ifx/4DuAHy/+fKl95bt4HyMClpMwboJqD\ne2jamLj70egPS/ZP6lxJ7O9zFrvbyOYuMr2ebWyAoIqmERMjysAYIqerljcfPuXBcs2aDMEpMeJL\n0YukTIb6PNUX09imhSwU3EY1lBQDai0qloAwaiaTiSXjA6VgqSCiJslVpS4NNNrzmg98bKHcimvi\n+pR26Hly1nPgErfuLaiaVyCuSe0pVehhU/k5D3qmzVjfSy6LL8xf62ybeYERQAgWoyOWwJ2DmuM7\ndxirI946jzxYJz79xXf57Jv3SXYBztN4yYVkGrCSELtlpDLGbAKFm9f28mDOtE7muJTOuR3qvWEY\nGPqWcRw5W61x1nCLA8R7jCheAwvN5MAxJU4ePaY7qLl35za+rnG1Bclkx33XZQUkBusqDmgQERa+\npnEVzji8GNquI5Q27KvKB6lT+EHg34jIdwKvA99WDs5z8z7ku0DKd5bSJZlXUsipx9n6mKyGD1P2\nrYWpgOZLVUIy2bMAKWLSiKSOMLS5nLaNvHM28GAV6BTUTKxLgo2lclHNc2H1z0eaF6FB8PlOrSZn\nE7Co8UUpGKLYnOaVy7CYLMKATyOHccWrDXxFFVkMSwae8vjpKaRzbBBeOfgqjo8PMIu72KPXkPCY\nFAIUAFqLzsodpsKzadTTY/Z69tZkKWhxJ8pB3UnD7gYxc/amlsBhU6Mk2jHxzmnLFx6tePt84GQV\nObztSqdixJW0nRPAuq1ilS2e46QU5vudCGinfW9SvzOkK9iN53jvCSmx7lqcQFXVNFVFSomGzJm6\nMIYxJKzxaEy07UiIa27frjHWEhSSIZPWxkgykW7V5eDnIo9/4T3SNIgqq7DKCF9XlOeljfsF4BfK\n88fAn3zGds/F+5CNyYShRLklbLomJ+PzWTnu+Wf7Zv/+RX1Z8GiC45q+s7/9/nuboNKsam9SVNll\nKPwPuqVckxjQsUfTSNu2nLQj9592LEcyRXxGNcwnmFmQde9KvTC+KdilOZaxa9ZOACsWKxkrMOEY\nY2JAGTSzbEcpprzJj8m/Ry0O5dgbXm0q7tQDCxNZ+EAXVqxXj2nP3saMNR9/5RavHR/h3QHV4V2s\nRrrlipigmohs5NkWwr51JmbLz3kZ3N20bUppZztVZWEtdVVx0Bhi0zDYBW+ctvz6Gw/4rXeechqV\n5ug4Q6OJ0LiMgVFZcIXZel8p7Fsu87U4dxcmC2FaO1P/RG6xNlgroJYxjXRDJKUVY1KODw6pqgpT\nxZxpILGoHdb5jJ+xblmtVlh3h+PG4aumJMd7xphh/1N02BAIKdEUhKfFokY0EfuOIV49jX9NKhq1\ncC5MkGexxBRmLEHMFs7kY26+f3XT4Vl3/4sL4HJ35bLU2mZcqju1DblxK+aIdhwY2zXnyzWPTlse\nnAeWLYyltVkkUvqZChv01Wa1r/w2KTp1iLEY9Uxt6FrchSCuKANbgpVTgLYELxXQiCOxcMJx7Tmo\nFGsjQzD0CO36CWP/iJOq5vT0Ceu7d7lVe+qD20TpMmy+Kqnr0dgDQjIg1sE4WQMlmEihgGPa+TTz\n+fHfmg8i8/jC9m5sraVC8ZUj1Yc8GBKPQ+AzD5d84ck5756t0EXDwWKBL/0t3hqsWJyVS2MI++c+\npm3vRghhcw4uq8uYn5/J+rQus1+NOtINiX48p+tHmqZhbAwHlWfhDd5DLeC9JQxC6gPtqsMnT20V\n7xwTYVHbj/RxxKZYemQjTdNQO0uzcHS95SgsrrCaslwLpZDXx8RWnNN2lBZSdFcZTH+7SuE59nXh\nQr+Y777MQths/Yy8+mYRlDtDHn/xq1NE48jQZvbhk9Wasy4wRhDxmcm4mHdRsmk4ClR7OdnLrBaU\nC0ohzyWX2hqTm56mknAl06dtGs5kP81b0q2l/NuL4K1DTWQdEsMQeNQFQn9GGtYM3chqveTs7Ax7\ntODAW2gOMGNEQiHKSTF3hYrJQDCXqLvpmMulrszl52B+TKy1VFXFbSuMleNcLF84a/lfb53w1mnP\n4z4iBwu8QOMEJ7kwydkpyOsLFf3uxXyheWuGQWmt3em92P/exfGmjSXkvCcMkb4f6PoRu1qzrCzH\ni5o7CwNNQwVUVcNx5Tmwlsfna+Iqcfe4wR9khCYRQdSw1v0oIQoAABjRSURBVEyAE8MIRrHRYK3H\nOqE5qPFXDylcD6UAuwvbKNuqm3IgP+w4wr7sX+zvFU7YvyvARRM4t1qXRUCuVe+6jmXbsWp72nFq\ny7VgHDFuaw6mi/b9RPViI9RFpTX/fKsYpsem9mN6KGwUQ0xZQwExKG2IrLvAWRtwYcBIQJPh9PSU\nk6MTnAbq2wtwBvEVUg/I6GDMZeqD9owacUw586zcc/wmXaKML7cU9mMK07ydc5jUM3YtT2Li8w+e\n8Nn7J5y0iprMVblwUHsLGqiLC4ERrHGINRBDPqYlw5HCHqel3V4y80aofYtxPwuRB5lIUTcZCdXs\nWvZtT0o9Q29J44ALHh8jNo0cHSne1TT1gvunS/p+ycIpR7XHVQZrawDaMJBSREOgk0RdOUIQ8JmJ\ny7qrX+rXQimIKmbCZJSeICMqAaVH1GDTgNiEmFgab3bh2tIsYGWn3vfy2lxy0cD25NW2xluPFYez\nNYLNZrzkANzECbmJdmuxUqZYohTj20CKfS5hlkDUQC9rXOwgnZO05zQob5xFHq2FdRsIgNMWqwOB\nkK9DMrxXRb8bt2B7eU9zsMmUeQqBhFDjzDHeNgz+iCqN+NRjU0vwt+mdZ6wbxDrUNPkXxUAQxJjc\n2V0mZU1kNDXv4miHwNH4hIPuTTj5DPH0DQ6Htznwh1TpDvdPR4J5m98b7lDHexwtDCZ6Rl2AV3Sh\n2Njix4ALIc81NwzmNGjIFuJECRjSzG8v852rhKgKSTB46maBSkKMYdm1/HrneePBY37nyZr7a2UZ\nBGsrvLfUhdo9W4S+pGKnfabi+sWdOMa+K2DCNlWaZq5k1iNT3Xnul7Bb+qz8bnRYCyLZ7HfOsVgs\ncuFXSrTjyOM+sgzwYD1wpzZ8tF3z2u0Fh97xkVvQrh3nZyuenq64c/eIu3eOcQhHC0PvHF2fM0tP\n+8CBwkKzS2LlQyxeelGyo50/RCth/yQj7ESXJ+0frxitFdVs2mjaEseWOgtCxnWMMXMR9kNk3Q90\n/ZAX9hXHKvlWunlvE9dAMo4iisNhrQdXI26BiENzNT5RLZGcbUAaklS5OlIkN0GRlSCzrIloJBnD\nEJRl6KA/Q5++w+L8PnX3EBVy/h2lXy6BjnuVYbVYUE0p5jhmZCqbMyEpRpKVHHzV3IMhyqY0Opb5\nvZ//kKMhEUdEAwy2YpWEh0t4vRt582nH7zxZ0qnHNkd466m9ozKKtdXm2Gm6aOHFUpU4Heu5NaCa\n29fn7uaOKzONz+xmRaYFbPZIXqe0pXMuU+oZoY8tq6Fj6CMaBMuIdYZwKBxUFrvwnA1r2qFjbC1j\nU+Ebi3c1UQM2jAxjYBgnoGCP84bmCpbnJNdSKXy5ahJge6LmIB3PSjldRTLQSmHD1qlpKhdg2Rhy\n4VKIjDGxHkeW7cCqH+jT1ZQC7JqnO/9LFaDRfMc34jHmAHHHOT5jLJpcYTtyJKlJriaaqsQSCojK\npnV6+9tGHGI9IQ0MoWPozmnWT6iGExZ6TqyPMOLox5Gz7pxVD/cax9mtIw41FpCXgExBZLGoa1BT\nIem8UMVpQbPKDUK56eWStMue5IAiWFF6jSz7yBtt5PNPOl5/umY9wFgfUtkFvllQG0dlFZsSwyzD\nsm/qa7ECU5ou6m2vy/S5Fdl6WpMlMw1scoHSvnsz/d4uPN6UOZmeewEOoOuEMPacDZEYO0ZN3O4b\nPnF7QVM13D1uOF5UYIS+W6N4bHWQAYgll8aHCMYahgTtmFB5yYBbJ5lr4Pl7sE1BITnQKGw1dOYV\n2PXtNxf43sU3fX4Zq/GkGOb558vGuPNbmt0ZYkZW0hSxItnFSQEtde/9EGiHxHk/0sWImIx6PMHG\nTfgAqtMNezfLMY15HtjSDbEtpVvTIe6QZA4x9GhIhGSxxhClIklDkoZgDsBUOYhWFnkuBym8DSKb\nwKSkHsJT6B4RVo9gfMpBpXTeE1HarmfdD5yt15zeOeTR+VOOonLroEE0YK0Q4whiUWMZ1FDZDJAT\nJ7LJaQwmXz4ppgvnfbrItFhiyRqiCmej8m4X+cLJwGcfrnnUdzhfUx8eFV+8xmrCpYQQAFNchKn8\nOF64CemmO1dL6/Q2PpOXjZbuyUmPTpmQQgZTvIjtudoFhpnXM0yvjTHUG8AeS28MQ7ti7JTAQBeV\nr1h4Fo3jsM6Q8EMMtGNPGBJGHN55bMHsVCOMY8Ray6oft4r/CnItlILIdBFvD95l9QhXkXmq6rJA\n3L48K/10dUk7zw0ZU05VcTEyFnj3kIQuJNZ9oBsTo15EGJoW0NWlRMHJ/qyIQ6UiyRExjRgciiMZ\nj5psISSzQKVC8LnOX4SpPkynsYgQpMKlNdKf4rsH+P4hNp1D4U5QzbBiQ0yMITKGkfN2zdlqTWcd\ni6pCJDHGMQPWGofarIjy1V/ySEJ2u9i6SFMt5/xinS7OCYJ9lQxnfeLNkzWvLwNvLgeWCaw9wBqX\nLR0gjQOmxFw0RaJkqvuygy2V3+aIaokPzI/yNrYRNxmSXStBKK4k22moTutx++uXBUinuXoxqHhw\nkRgbRjcSU08bIHWJR+cjYnruHSiHdYW3hpQcxjsaA0qiNwZf2rv7kON0deMvxNbeS66JUpDSZLLN\nN19WNHJV2ckNv8/BmNpgp2KV5x47FO7L7b5UFSmVjCYlYkqEqLRdYNX3rMeQSWhmc5ybsc8zbys5\nYKfGgHgwDcksIJ6TGFFxSFEKxjaorUnuIJfHSiYwEWZ1EeWOkkyN9mf44ZRqfR/TvouENYMYVvhc\nqRk109qlzJy0XK05OXvKmb/N0ZFQOZeZsrsO4z0Wg5rcnjzPtqaiGOZJ5rlpLyKbAqB8YQpPBuGN\nU+X1M+Hts8hZjLhmwWJKwxqASBjjBsc4FVanGLdWour8siYrK9Wd7NMmG1XiHapTfGDbh6GlLmOK\nU03v5XM5Wa8XreC5a2hUqUwuOEsFJGU0LTH0tCHxcJUQ05W0qsU7wS08UjkWyTCqcuwFVUcaRrow\n0ocB1OeS9yvK9VAK7PbEf5C79/PGIuZK6MOQqd4iYzLm9usUdBtsHCNjyD72ZCHBRXfhKgG3JPkE\nGguoIGIRHCoZzk6QbLaLzRkHWyEmP4xxUI7xRiHMxhClyTwY2rJIZ1ThDIkjPUISS5MiToWkwhAD\nIQaW6xVPzmpOKsfdO7c4rNwGuJZoSGYswLyyeSjZxcuYNKU6c2bpzd28qWDorB25v7K8/hTeWgkn\nAZJYDoh4tRmfPeZ6kUhCRSgMDZDGHRdzXwmnYsFkw6XEAjbnR3N/zixuMAWBRWT72cZS0B2lMKVS\n5+d7vp2JiURuYnOi4KpNRWQIA2e94mhZmIRn5NZhRdNUGQ5eMjBv4yoClj6OVM4wpkiKgXCFGNYk\n10IpIFC7Ot+tTT6RsfhIox2pWWA1gPbYBFYycMbGcJ8yFEVDZ1OuPCYYrVlqcX4HmurRRSTjHqaY\n2YF0KDa1y/GLbAvm8msRzKaHO05hpHJRWkwKEAfWSM5FpxXEjgC00TNEwWsgWCHjZygpbYth8oVg\nMMVHhSkSvhPWytpfYgk0LrD2COMdwbWI3oUh4SViTEXn7rJyH2FtXyGZY5K7A3aNkRYThRBrjK3A\naqZrV8fhuOaV8YSqf0KKHW3sSIyIUTo9xtrImHrMmNBBOVHBNsIrR0/5OK9hgsFGWKswaMTEAQeI\n8VjjUJtxqmMccqakLFwfhCCBUTpGOxKDUrsDdHCsVwOfXgtvn/c8aBNnEUzlcdYBkU5caUoCVbOJ\nD2yCi7JVvDHFEuybp3uzMzZVIM6XGMzqR6bvTBc+lPZ9KSX6lFT7NplqbbyghKZzCxBc4cdMgdop\nPiXq2jJIzTAIT2hpg6XvPUtJfKUkvhKljj1tZam8p5JIRaCqEy4qpwE6NZkN64pyLZRCvmPumtOb\nBxaeg8ji/eTSkuCdrENZRNmmfeZvKBf7MLQojnlAbEs5nxijEnUOKLKfZZk/382VT/8vVDVCjui7\nQ6I7JJgjgqkwLGf+bmGJMjZXMs6CTiqWZAxIhZoKzAjGYYdTbFwiYQlxRdIho1GlDk1Q2XqDyTjd\nzYZhYLVa0baWtu0ZBOq0HX9O6W2LejTtZgCkKIVhSummlCnfFMIIfQicjz0ny8TpauCsS6T6YIOp\nEENkDN1mPLvBw6K6rblwPHeCgLK3/RWt1Skwmc/JNqgwj1hM83yWVbof8JzW5eTi6iAZVakdONfE\noSQaTbDw1FawNu243t5aqihEeD+jc0euiVKQMpm0F0+wGKPIBGle/j6IXFYFN7W45o8uLqT9788v\nzvloNjDubHs3UkpoUIaQSqB91qufQ+2oClKqCDcWzmxf01j3x5Wyc4txR5jqVUL9EYL/CnrjuJ1O\nQUMO6olHbUUSV9wHSya3NSCOZGqgKZZHAhm5Hd7iML5FFR9DXBHGNf3QkkJPMIr6XEk3tQpPj+VS\nOF95zlctrRGsmSEux22wz2gOjGlMm89icRViShAGXEwl7eg4T5EnXeDxuuPdtWGtDlN7AqApI3CH\noaUfzA6Q64WL2uyiPO03Pllz8XhfdS1trdFS6syuUpjiIs+SfXTqyb1xLkP8L1JDipEuJJZ94hED\nSSMDcNeUeNQU4wgjGmMmIIqJhH/f+UxyLZQCZN69uaVgxOYIsiiy9/clNT0Umd8Z8iLwOFcVsxE0\nTazFwmUQlts7yPRb88+meEJm5pGC7JlSIiYhYhGT+QgqB0MsUPKaK+By+zhMAART9Hp+XHY5EHLW\nIfpDpLlL8HdRe5deBKP9JkWWjCNKQ7IN0TrUWJxJJLEZm1ArSJ6MLTlAWnHcfYaD7ou4/m2G4TFj\nv6QfewgZCMSbuHNHnmcJ+jHXL4xjINqsfKQ0vKU4opicX5gAdCbSnKIgQoqYMWGj4ozPqcc+8k47\n8u468Hgo83AVKUVC3zEOmaB3DFNqdzc1vbnIdTe7te1gLIFmu2ut7stlsYBtAVR2LdPsf9nyw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|
| | | "text/plain": [ |
| | | "<matplotlib.figure.Figure at 0x7f9ee17b22d0>" |
| | | ] |
| | | }, |
| | | "metadata": {}, |
| | | "output_type": "display_data" |
| | | }, |
| | | { |
| | | "name": "stdout", |
| | | "output_type": "stream", |
| | | "text": [ |
| | | "['roi', 'Shape_Para', 'pt3d_68', 'Pose_Para', 'Exp_Para', '__header__', '__globals__', 'Color_Para', 'Illum_Para', 'pt2d', '__version__', 'Tex_Para']\n", |
| | | "[[ -1.65866122e-01 1.28811941e-01 -1.13544129e-02 2.45219864e+02\n", |
| | | " 2.17786331e+02 -9.71238174e+01 1.32105139e-03]]\n", |
| | | "7.38038054445\n", |
| | | "[[197 73 293 169]]\n" |
| | | ] |
| | | } |
| | | ], |
| | | "outputs": [], |
| | | "source": [ |
| | | "img_name = 'image00559'\n", |
| | | "img_path = os.path.join(AFLW, img_name + '.jpg')\n", |
| | |
| | | "\n", |
| | | "roi = mat['roi'][0]\n", |
| | | "\n", |
| | | "cv2.rectangle(img, (mat['Pose_Para'][0][3], mat['Pose_Para'][0][4]), (roi[0] + roi[2], roi[1] + roi[3]), (255,0,0),5)\n", |
| | | "#cv2.rectangle(img, (mat['Pose_Para'][0][3], mat['Pose_Para'][0][4]), (roi[0] + roi[2], roi[1] + roi[3]), (255,0,0),5)\n", |
| | | "\n", |
| | | "plt.imshow(img)\n", |
| | | "plt.show()\n", |
| | | "print mat.keys()\n", |
| | | "print mat['Pose_Para']\n", |
| | | "\n", |
| | | "print mat['Pose_Para'][0][1] * 180 / np.pi\n", |
| | | "print mat['roi']" |
| | | "# plt.imshow(img)\n", |
| | | "# plt.show()" |
| | | ] |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 40, |
| | | "execution_count": 6, |
| | | "metadata": { |
| | | "collapsed": false |
| | | }, |
| | |
| | | "name": "stdout", |
| | | "output_type": "stream", |
| | | "text": [ |
| | | "[-0.2248862236738205, 0.002951401984319091, -0.06389492750167847, 224.56297302246094, 235.01658630371094, -113.41862487792969, 0.0016186352586373687]\n", |
| | | "-0.224886 -0.0029514 -0.0638949\n", |
| | | "((299.2562330725226, 150.77855990968209), (159.14065038944511, 305.947432087511), (149.12026336753766, 193.46575844844401), 149.56297302246094, 160.01658630371094)\n" |
| | | "31.4852903566 -8.4217829023 1.0273663191\n" |
| | | ] |
| | | }, |
| | | { |
| | | "data": { |
| | | "image/png": 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Ngnj8WnTU2qKtIa0BISuFeqOQyWoGK7nKpx8YfjnUyU6Nd0ynI7e3t9xcX/Px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\nVmsUfduByoQ437drjZH6UFTnmsbyWRcMhvee5B05ZeEwxFLBSu15q9R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w5qdYWZlWB48W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\nrGIQIzj8zOvTh/HOTRdyGUyCNQkWhy/a5LwBYJbOrCpeQt3TCbFIqCQdV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VmmQ6Z3N9QzZfUBSjRqQbOpzUI308yajbHlPM2fYdOskxicd5D12DSEu67Yok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|
| | | "text/plain": [ |
| | | "<matplotlib.figure.Figure at 0x7f9f1807a210>" |
| | | "<matplotlib.figure.Figure at 0x7f6099bf5910>" |
| | | ] |
| | | }, |
| | | "metadata": {}, |
| | |
| | | "# For pose we have [pitch yaw roll tdx tdy tdz scale_factor]\n", |
| | | "from math import cos, sin\n", |
| | | "\n", |
| | | "img_name = 'image01224'\n", |
| | | "flip = False\n", |
| | | "\n", |
| | | "img_name = 'image01131'\n", |
| | | "# img_name = 'image01149'\n", |
| | | "img_path = os.path.join(AFLW, img_name + '.jpg')\n", |
| | | "mat_path = os.path.join(AFLW, img_name + '.mat')\n", |
| | | "\n", |
| | | "img = cv2.imread(img_path)\n", |
| | | "img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)\n", |
| | | "rows, cols, depth = img.shape\n", |
| | | "mat = sio.loadmat(mat_path)\n", |
| | | "\n", |
| | | "frame = img\n", |
| | | "if flip == True:\n", |
| | | " frame = cv2.flip(img, 1)\n", |
| | | "else:\n", |
| | | " frame = img\n", |
| | | "pose_params = mat['Pose_Para'][0]\n", |
| | | "\n", |
| | | "print pose_params.tolist()\n", |
| | | "pitch, yaw, roll, tdx, tdy, tdz, scale = pose_params\n", |
| | | "pitch *= 180/np.pi\n", |
| | | "yaw *= 180/np.pi\n", |
| | | "roll *= 180/np.pi\n", |
| | | "\n", |
| | | "size = 150\n", |
| | | "\n", |
| | | "p = pitch\n", |
| | | "y = -yaw\n", |
| | | "y = yaw\n", |
| | | "r = roll\n", |
| | | "\n", |
| | | "if y < 0:\n", |
| | | " face_x = tdx - 0.50 * size\n", |
| | | " face_y = tdy - 0.50 * size\n", |
| | | "if flip == True:\n", |
| | | " y = -y\n", |
| | | " r = -r\n", |
| | | "\n", |
| | | "print y, p, r\n", |
| | | "\n", |
| | | "plot_pose_cube(frame, y, p, r, tdx, tdy, size=150.)\n", |
| | | "\n", |
| | | "# Draw bounding box\n", |
| | | "\n", |
| | | "plt.imshow(frame)\n", |
| | | "plt.show()" |
| | | ] |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": 9, |
| | | "metadata": { |
| | | "collapsed": false |
| | | }, |
| | | "outputs": [ |
| | | { |
| | | "name": "stdout", |
| | | "output_type": "stream", |
| | | "text": [ |
| | | "31.4852903566 -8.4217829023 -18.9726336809\n" |
| | | ] |
| | | }, |
| | | { |
| | | "data": { |
| | | "image/png": 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DWUvOmpwUWlui0WhAx6GQsXIixUTIhUBVe0XOmX0/kASatsM6X0hQShf9B6Uf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Iv4qHXix6itQSlZTZ75L7+Ovd/8SWm3erFV1xvq6mZOTGLlljpDiiWl87iiIo4CquvECDclfNeJ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\nV1piTKO8sW1oprs002mqkg9XadRx/MQpeptHMLZ8fuvIIiWIx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|
| | | "text/plain": [ |
| | | "<matplotlib.figure.Figure at 0x7f6099bf5b10>" |
| | | ] |
| | | }, |
| | | "metadata": {}, |
| | | "output_type": "display_data" |
| | | } |
| | | ], |
| | | "source": [ |
| | | "# An example of rotation with modification of labels.\n", |
| | | "from math import cos, sin\n", |
| | | "\n", |
| | | "rotate = True\n", |
| | | "\n", |
| | | "img_name = 'image01131'\n", |
| | | "# img_name = 'image01149'\n", |
| | | "img_path = os.path.join(AFLW, img_name + '.jpg')\n", |
| | | "mat_path = os.path.join(AFLW, img_name + '.mat')\n", |
| | | "\n", |
| | | "img = cv2.imread(img_path)\n", |
| | | "img = cv2.cvtColor(img, cv2.COLOR_RGB2BGR)\n", |
| | | "rows, cols, depth = img.shape\n", |
| | | "mat = sio.loadmat(mat_path)\n", |
| | | "\n", |
| | | "if rotate == True:\n", |
| | | " M = cv2.getRotationMatrix2D((cols/2,rows/2),20,1)\n", |
| | | " frame = cv2.warpAffine(img,M,(cols,rows))\n", |
| | | "else:\n", |
| | | " face_x = tdx - 0.50 * size\n", |
| | | " face_y = tdy - 0.50 * size\n", |
| | | " frame = img\n", |
| | | "pose_params = mat['Pose_Para'][0]\n", |
| | | "\n", |
| | | "pitch, yaw, roll, tdx, tdy, tdz, scale = pose_params\n", |
| | | "pitch *= 180/np.pi\n", |
| | | "yaw *= 180/np.pi\n", |
| | | "roll *= 180/np.pi\n", |
| | | "\n", |
| | | "size = 150\n", |
| | | "\n", |
| | | "p = pitch\n", |
| | | "y = yaw\n", |
| | | "r = roll\n", |
| | | "\n", |
| | | "if rotate == True:\n", |
| | | " r = r - 20\n", |
| | | " \n", |
| | | "print y, p, r\n", |
| | | "\n", |
| | | "print p, y ,r\n", |
| | | "\n", |
| | | "x1 = size * (cos(y) * cos(r)) + face_x\n", |
| | | "y1 = size * (cos(p) * sin(r) + cos(r) * sin(p) * sin(y)) + face_y\n", |
| | | "\n", |
| | | "x2 = size * (-cos(y) * sin(r)) + face_x\n", |
| | | "y2 = size * (cos(p) * cos(r) - sin(p) * sin(y) * sin(r)) + face_y\n", |
| | | "\n", |
| | | "x3 = size * (sin(y)) + face_x\n", |
| | | "y3 = size * (-cos(y) * sin(p)) + face_y\n", |
| | | "\n", |
| | | "print((x1, y1), (x2, y2), (x3, y3), face_x, face_y)\n", |
| | | "# Draw base in red\n", |
| | | "cv2.line(frame, (int(face_x), int(face_y)), (int(x1),int(y1)),(255,0,0),3)\n", |
| | | "cv2.line(frame, (int(face_x), int(face_y)), (int(x2),int(y2)),(255,0,0),3)\n", |
| | | "cv2.line(frame, (int(x2), int(y2)), (int(x2+x1-face_x),int(y2+y1-face_y)),(255,0,0),3)\n", |
| | | "cv2.line(frame, (int(x1), int(y1)), (int(x1+x2-face_x),int(y1+y2-face_y)),(255,0,0),3)\n", |
| | | "# Draw pillars in blue\n", |
| | | "cv2.line(frame, (int(face_x), int(face_y)), (int(x3),int(y3)),(0,0,255),2)\n", |
| | | "cv2.line(frame, (int(x1), int(y1)), (int(x1+x3-face_x),int(y1+y3-face_y)),(0,0,255),2)\n", |
| | | "cv2.line(frame, (int(x2), int(y2)), (int(x2+x3-face_x),int(y2+y3-face_y)),(0,0,255),2)\n", |
| | | "cv2.line(frame, (int(x2+x1-face_x),int(y2+y1-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(0,0,255),2)\n", |
| | | "# Draw top in green\n", |
| | | "cv2.line(frame, (int(x3+x1-face_x),int(y3+y1-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(0,255,0),2)\n", |
| | | "cv2.line(frame, (int(x2+x3-face_x),int(y2+y3-face_y)), (int(x3+x1+x2-2*face_x),int(y3+y2+y1-2*face_y)),(0,255,0),2)\n", |
| | | "cv2.line(frame, (int(x3), int(y3)), (int(x3+x1-face_x),int(y3+y1-face_y)),(0,255,0),2)\n", |
| | | "cv2.line(frame, (int(x3), int(y3)), (int(x3+x2-face_x),int(y3+y2-face_y)),(0,255,0),2)\n", |
| | | "plot_pose_cube(frame, y, p, r, tdx, tdy, size=150.)\n", |
| | | "\n", |
| | | "# Draw bounding box\n", |
| | | "\n", |
| | |
| | | "collapsed": true |
| | | }, |
| | | "source": [] |
| | | }, |
| | | { |
| | | "cell_type": "code", |
| | | "execution_count": null, |
| | | "metadata": { |
| | | "collapsed": true |
| | | }, |
| | | "outputs": [], |
| | | "source": [] |
| | | } |
| | | ], |
| | | "metadata": { |