1312 lines
3.8 MiB
1312 lines
3.8 MiB
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "46f39503",
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"metadata": {},
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"source": [
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"![Logo 1](img/aitech-logotyp-1.jpg)\n",
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"<div class=\"alert alert-block alert-info\">\n",
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"<h1> Widzenie komputerowe </h1>\n",
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"<h2> 02. <i>Operacje binarne na obrazach</i> [laboratoria]</h2> \n",
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"<h3>Andrzej Wójtowicz (2021)</h3>\n",
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"</div>\n",
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"\n",
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"![Logo 2](img/aitech-logotyp-2.jpg)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "c8f8f691",
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"metadata": {},
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"source": [
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"# Progowanie\n",
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"\n",
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"Podczas pracy z obrazami często potrzebne jest operowanie na obrazach, które przyjmują tylko dwie skrajne wartości. Po operacji tzw. progowania (ang. *thresholding*) na obrazie będziemy mieli piksele czarne o wartości 0 lub białe o wartości 255 (lub 1, w zależności od tego na jakim typie danych i w jakiej dziedzinie operujemy).\n",
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"\n",
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"Na początku załadujmy niezbędne biblioteki."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "0ddcac8e",
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"metadata": {},
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"outputs": [],
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"source": [
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"import cv2 as cv\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "markdown",
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"id": "89072615",
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"metadata": {},
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"source": [
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"Podczas tych zajęć skupimy się na ręcznym progowaniu. Jeśli dla obrazu w skali odcieni szarości chcielibyśmy w naszym kodzie uzyskać obraz binarny, to moglibyśmy hipotetycznie wybrać jedną z trzech opcji:\n",
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"\n",
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"1. przejść w pętli po wszystkich pikselach, sprawdzić czy wartość danego piksela jest mniejsza od wybranej wartości progowej i na tej podstawie ustawić nowy piksel jako czarny lub biały,\n",
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"2. użyć biblioteki *NumPy* (i przy pomocy wektoryzacji stworzyć macierz binarną),\n",
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"3. użyć biblioteki *OpenCV*.\n",
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"\n",
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"W tym miejscu nie będziemy co prawda robili eksperymentu, jednak co do zasady mając do wyboru gotowe zoptymalizowane biblioteki, zdecydowanie *nie* powinniśmy implementować algorytmów od podstaw (no chyba że podczas zajęć uczymy się mechaniki danych algorytmów; na produkcji raczej będziemy preferowali gotowe rozwiązania). Różnica w wydajności między naiwną ręczną implementacją a użyciem gotowej biblioteki może być, lekko licząc, kilkudziesięciokrotna.\n",
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"\n",
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"Wykorzystajmy na początek funkcję [`cv2.threshold()`](https://docs.opencv.org/4.5.3/d7/d1b/group__imgproc__misc.html#gae8a4a146d1ca78c626a53577199e9c57) do zwykłego progowania z progiem ustalonym na 100:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "6bf564d2",
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"metadata": {},
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"outputs": [
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{
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"data": {
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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x1000 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"img = cv.imread(\"img/lena.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"_, img_bin = cv.threshold(img, 100, 255, cv.THRESH_BINARY)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,10])\n",
|
|
"plt.subplot(121) \n",
|
|
"plt.imshow(img, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(img_bin, cmap='gray')\n",
|
|
"plt.title(\"Binary\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "795796a4",
|
|
"metadata": {},
|
|
"source": [
|
|
"Istnieją również [inne metody ręcznego progowania](https://docs.opencv.org/4.5.3/d7/d1b/group__imgproc__misc.html#gaa9e58d2860d4afa658ef70a9b1115576), które np. przycinają wartości do progu (w dokumentacji znajdują się wzory i przykładowe wykresy opisujące poszczególne typy operacji). Poniżej możemy zobaczyć wynik dla tych operacji:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"id": "f4c60175",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1500x1000 with 12 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"_, img_bin = cv.threshold(img, 100, 255, cv.THRESH_BINARY)\n",
|
|
"_, img_bin_inv = cv.threshold(img, 100, 255, cv.THRESH_BINARY_INV)\n",
|
|
"_, img_trunc = cv.threshold(img, 100, 255, cv.THRESH_TRUNC)\n",
|
|
"_, img_to_zero = cv.threshold(img, 100, 255, cv.THRESH_TOZERO)\n",
|
|
"_, img_to_zero_inv = cv.threshold(img, 100, 255, cv.THRESH_TOZERO_INV)\n",
|
|
"\n",
|
|
"images = (img, img_bin, img_bin_inv, img_trunc, img_to_zero, img_to_zero_inv)\n",
|
|
"titles = (\"Grayscale\", \"Binary\", \"Binary Inverse\", \"Truncate\", \"To Zero\", \"To Zero Inverse\")\n",
|
|
"\n",
|
|
"plt.figure(figsize=[15,10])\n",
|
|
"\n",
|
|
"for i, (image, title) in enumerate(zip(images, titles)):\n",
|
|
" plt.subplot(231+i)\n",
|
|
" plt.imshow(image, cmap='gray')\n",
|
|
" plt.title(title)\n",
|
|
" plt.colorbar()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "880d9cd6",
|
|
"metadata": {},
|
|
"source": [
|
|
"Spójrzmy na słupki z zakresami wartości. Możemy zauważyć, że dla poszczególnych obrazów wartości minimalne i maksymalne biblioteka Matplotlib automatycznie przeskalowała do skrajnych wartości dla bieli i czerni. Aby na etapie wyświetlania usunąć to przekłamanie, musimy nieco zmienić funkcję `matplotlib.pyplot.imshow()` podając prawdziwe zakresy wartości:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"id": "2e63a031",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1500x1000 with 12 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.figure(figsize=[15,10])\n",
|
|
"\n",
|
|
"for i, (image, title) in enumerate(zip(images, titles)):\n",
|
|
" plt.subplot(231+i)\n",
|
|
" plt.imshow(image, cmap='gray', vmin=0, vmax=255)\n",
|
|
" plt.title(title)\n",
|
|
" plt.colorbar()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "462814e3",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Operacje morfologiczne\n",
|
|
"\n",
|
|
"Morfologia matematyczna jest narzędziem, które pozwala m.in. na uzupełnianie ubytków w uszkodzonych/zniekształconych obrazach lub wyciszanie (a czasem i usuwanie) prostych kształtów. Na początku omówimy proste operacje typu erozja i dylacja, a następnie ich złożenie. Dodajmy, że operacje te działają zasadniczo na wszystkich typach obrazów (nie tylko binarnych)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "b03f9b25",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Element strukturyzujący, erozja i dylacja\n",
|
|
"\n",
|
|
"Na początku będziemy potrzebowali tzw. element strukturyzujący. Jest to binarna maska (mała macierz), najczęściej o nieparzystym wymiarze i zawierająca jakiś prosty, regularny kształt. Kształt ten może być dowolny, jednak w praktyce wykorzystywanych jest [kilka standardowych](https://docs.opencv.org/4.5.3/d4/d86/group__imgproc__filter.html#gac2db39b56866583a95a5680313c314ad). Do łatwego uzyskania elementu użyjemy funkcji [`cv.getStructuringElement()`](https://docs.opencv.org/4.5.3/d4/d86/group__imgproc__filter.html#gac342a1bb6eabf6f55c803b09268e36dc)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"id": "a3f15b79",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"kernel_ellipse = cv.getStructuringElement(cv.MORPH_ELLIPSE, (7, 7))\n",
|
|
"plt.imshow(kernel_ellipse, cmap='gray');"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "19fc2684",
|
|
"metadata": {},
|
|
"source": [
|
|
"No, powiedzmy, że jest to elipsa ;) Tutaj użyliśmy dość dużego elementu o wymariach 7 na 7, jednak w praktyce może być on mniejszy.\n",
|
|
"\n",
|
|
"W jaki sposób możemy wykorzystać taki element strukturyzujący? Element strutkruryzujący jest maską binarną, którą możemy *przyłożyć* dla każdego piksela jakiegoś obrazu (najczęściej przykłada się go centralnie do piksela). Białe piksele maski mówią nam które sąsiadujące piksele powinniśmy wziąć w danym momencie pod uwagę. Mając wartości tych pikseli, możemy policzyć ich wartość minimalną (erozja) lub maksymalną (dylacja) i ustawić w nowym obrazie na współrzędznych danego piksela. Wykorzystuje się tutaj odpowiednio funkcje [`cv.erode()`](https://docs.opencv.org/4.5.3/d4/d86/group__imgproc__filter.html#gaeb1e0c1033e3f6b891a25d0511362aeb) i [`cv.dilate()`](https://docs.opencv.org/4.5.3/d4/d86/group__imgproc__filter.html#ga4ff0f3318642c4f469d0e11f242f3b6c). Poniżej możemy zobaczyć działanie na klasycznym przykładzie z monetami:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"id": "45748934",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x800 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"coins = cv.imread(\"img/coins.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"_, coins_bin = cv.threshold(coins, 125, 255, cv.THRESH_BINARY)\n",
|
|
"\n",
|
|
"coins_eroded = cv.erode(coins_bin, kernel_ellipse, iterations=1)\n",
|
|
"coins_dilated = cv.dilate(coins_bin, kernel_ellipse, iterations=1)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,8])\n",
|
|
"plt.subplot(221)\n",
|
|
"plt.imshow(coins, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(222)\n",
|
|
"plt.imshow(coins_bin, cmap='gray')\n",
|
|
"plt.title(\"Binary\")\n",
|
|
"plt.subplot(223)\n",
|
|
"plt.imshow(coins_eroded, cmap='gray')\n",
|
|
"plt.title(\"Eroded\")\n",
|
|
"plt.subplot(224)\n",
|
|
"plt.imshow(coins_dilated, cmap='gray')\n",
|
|
"plt.title(\"Dilated\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "8353e60e",
|
|
"metadata": {},
|
|
"source": [
|
|
"Możemy zauważyć, że zastosowanie erozji spowodowało wypełnienie w większym lub mniejszym stopniu dziur w zbinaryzowanych monetach. Z kolei dylacja spowodowała prawie zaniknięcie obrazu. Użyliśmy tutaj jednej iteracji, jednak możliwe jest kilkukrotne wykonanie erozji lub dylacji.\n",
|
|
"\n",
|
|
"Poniżej możemy zobaczyć, że erozja i dylacja są w pewien sposób komplementarne:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"id": "8ca44988",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x800 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"coins = cv.imread(\"img/coins.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"_, coins_bin = cv.threshold(coins, 125, 255, cv.THRESH_BINARY_INV)\n",
|
|
"\n",
|
|
"coins_eroded = cv.erode(coins_bin, kernel_ellipse, iterations=1)\n",
|
|
"coins_dilated = cv.dilate(coins_bin, kernel_ellipse, iterations=1)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,8])\n",
|
|
"plt.subplot(221)\n",
|
|
"plt.imshow(coins, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(222)\n",
|
|
"plt.imshow(coins_bin, cmap='gray')\n",
|
|
"plt.title(\"Binary\")\n",
|
|
"plt.subplot(223)\n",
|
|
"plt.imshow(coins_eroded, cmap='gray')\n",
|
|
"plt.title(\"Eroded\")\n",
|
|
"plt.subplot(224)\n",
|
|
"plt.imshow(coins_dilated, cmap='gray')\n",
|
|
"plt.title(\"Dilated\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "7fb63be6",
|
|
"metadata": {},
|
|
"source": [
|
|
"Element strukturyzujący w kształcie elipsy całkiem dobrze zadziałał w przypadku usunięcia dziur w owalnych kształtach. Z drugiej strony musimy być świadomi, że inne, arbitralne kształty mogą być przydatne w specjalnych zastosowaniach (np. pionowe lub ukośne linie/kreski)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "57e6d811",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Otwarcie i zamknięcie\n",
|
|
"\n",
|
|
"Złożenie operacji dylacji i erozji może posłużyć np. do uzupełnienia przerw między kształtami lub wyciszenia drobnych szumów. Tzw. *otwarcie* dotyczy erozji, po której następuje dylacja, co w konsekwencji usuwa białe plamy i przerwy. Z kolei tzw. *zamknięcie* to dylacja, po której następuje erozja, i taka operacja usuwa czarne plamy i przerwy. Jeśli interesuje nas wypełnienie przerw, to takie złożenia operacji nie będą powodowały *rozrastania* obiektów. Użyjemy tutaj funkcji [`cv.morphologyEx()`](https://docs.opencv.org/4.5.3/d4/d86/group__imgproc__filter.html#ga67493776e3ad1a3df63883829375201f)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"id": "ed726508",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x1000 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"coins_opened = cv.morphologyEx(coins_bin, cv.MORPH_OPEN, kernel_ellipse, iterations=1)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,10])\n",
|
|
"\n",
|
|
"plt.subplot(121)\n",
|
|
"plt.imshow(coins_bin, cmap='gray')\n",
|
|
"plt.title(\"Binary\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(coins_opened, cmap='gray')\n",
|
|
"plt.title(\"Opening\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "70a4d3ed",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Zadanie 1\n",
|
|
"\n",
|
|
"Wczytaj obraz `text_no_ocr.png`, który zawiera fragment starych notatek (z przedmiotu \"E-gospodarka\" dra Michała Rena) posiadających zabezpieczenie przed dalszym przetwarzaniem. Spróbuj usunąć niechciane kształty (wynik nie musi być dokładny - może uzyskasz lepszy efekt?)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"id": "334ef7c2",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.image.AxesImage at 0x7f91ab7c60a0>"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# miejsce na eksperymenty\n",
|
|
"\n",
|
|
"text = cv.imread(\"img/text_no_ocr.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"\n",
|
|
"kernel_ellipse = cv.getStructuringElement(cv.MORPH_ELLIPSE, (5, 5))\n",
|
|
"text_closed = cv.morphologyEx(text, cv.MORPH_CLOSE, kernel_ellipse, iterations=1)\n",
|
|
"\n",
|
|
"text_sub = text.copy()\n",
|
|
"\n",
|
|
"rows,cols = text.shape\n",
|
|
"\n",
|
|
"for r in range(rows):\n",
|
|
" for c in range(cols):\n",
|
|
" if text_closed[r,c] < 200 and text[r,c] < 200:\n",
|
|
" text_sub[r,c] = 255\n",
|
|
"\n",
|
|
"plt.imshow(text_sub, cmap='gray')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "702de10a",
|
|
"metadata": {},
|
|
"source": [
|
|
"![Przykładowy wynik](img/text_no_ocr_sample_result.png)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "9aa0c742",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Analiza połączonych komponentów\n",
|
|
"\n",
|
|
"Jeśli na naszym obrazie binarnym posiadamy zwarte grupy obiektów, to możemy im nadać etykiety i je policzyć. Na poniższym zdjęciu możemy policzyć litery napisu:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"id": "88183615",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"bologna = cv.imread(\"img/bologna.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"_, bologna_bin = cv.threshold(bologna, 127, 255, cv.THRESH_BINARY)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"\n",
|
|
"plt.imshow(bologna_bin, cmap='gray');"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "9fda42a9",
|
|
"metadata": {},
|
|
"source": [
|
|
"Do nadania etykiet użyjemy funkcji [`cv.connectedComponents()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#gaedef8c7340499ca391d459122e51bef5):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"id": "d98a9973",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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A65kXAUBxQbxUXMGY5MAAnogowul0OgwfPlzxWfdzUalUsFgs6O/vx6FDh5iZjCEajQZpaWnQarVobW1VRHciOeaayBF4hYpnkS61Wo34+HikpqZCpVLBbrejrq5OMa+DIgcDeCKKCUajEePHj1dcrbs/BEFAQUEBADCIjzEqlQrJyclQq9VoaWmJ+Mx0tL4HgVPtPnU6HZKTkyEIAtLS0pCdnY24uDhotVqYTCbvmhIOhwNr1qyB1WoN97BjFjPwREQRymw2Y+zYsUhISIjqwAE4FRjl5+ejo6MDDQ0N4R4O+UGO1qWJiYnQaDRoaGiI+qxuONtoxsXFeZMBOp0O6enpSElJgdFohNlshk6n86lET6vVYtSoUQzgw4gBPBFRBEpPT8eYMWMQFxcX7qGEjEqlQnFxMTo7O9HT0xPu4ZCP5Crrio+PR1paGpqbm6M6iA/WFSa1Wg1BEKBSqZCQkIC0tDTodDpoNBpYLBao1Wqkp6fDaDQC+L/ymEAVFhZix44d6O7uluslUAxgAE9EUSs1NRXjxo2DTqcL91BCzmg0YtSoUdi9ezcntSqEWq2WbV9msxlarRaNjY389z8HT9AdFxcHlUoFrVaL3NxcJCQkIDs729slJyEhwRvQB4vRaERBQQEqKiqC9hw0OGbgiYgiSEFBAYqKikKyoqpnQRlP3bHD4UBzczP6+/sBnCpr8AQERqNRthZ655Oeno6CggIcOXIk6M9FkSc+Ph6ZmZmwWq0RVxMvx/vS16BJr9dDr9cjOzsbKSkpEAQBqampMBgMSExM9Abo4Vp9WRAEjBw5EgcPHuTJVhgwgCciihA5OTkoLi6GRhOcjzhRFOFwONDR0YH29nZ0dHSgt7cXDocDAOByuQYNmHQ6HRISEpCSkoLMzEwkJCQELZj3TGptampCR0dHUJ6DIltcXBwsFguamprCWjN+Jjnem54T5KFkZGTgqquugsFggF6vl/ycwZKRkYGcnBwcPXo03EMhhWAAT0RRJScnB6WlpUEJ3l0uF1pbW9HQ0ICWlhbvypn+sNvtaG1tRWtrK2pqapCVlYWMjAykpaXJWkLhodVqUVxcjJ07d0Z1PbTSCYIQtAAzLi4O2dnZOHnypCJXbR2ML8dzcnIyzGZzCEYjjUajwYgRIxjAhwEz8EREYZacnIxRo0bJHry7XC5YrVYcPXoUXV1dsn1Yu1wu1NfX4/jx40hPT8fw4cORlJQke71tcnIyTCZTzC30oyRSJ0Kej0ajQWZmJpqamsI+sVmu1+lrAK8UOTk5MBgMPl1ZIPkoNYCPrpVMiChmmUwmjBs3TtY6VqfTiRMnTmDr1q3Yu3cvOjs7g/JBLYoiGhsb8fXXX8NqtcreXUOj0SAvL0/WfZLyaDQapKenw2w2h7Wdqlqtlny1yel0+lQSlJCQIOl5QslkMnnXcSA6H78C+GXLluGiiy6CyWRCRkYG5s+fj8rKygGPEUURS5Ys8S5acPnll2Pfvn0DHmOz2fDggw8iLS0NRqMR8+bNQ319vfRXQ0QxSafTobS0FPHx8bLsTxRF9PX1Yd++fdi9ezc6OjpCkmGx2+3Ys2cPKisrvfX0csnMzIypVpp0bp5VWz2TOcPB06KRBvJMZg1GKR0NzpOBl3oLNb/eQRs2bMDChQuxZcsWrF+/Hk6nE7NmzRpwOe6JJ57Ak08+iWeffRbbt2+HxWLBzJkz0dXV5X3MokWLsHr1aqxatQqbNm1Cd3c35s6dG3Gz5Iko8gmCgJKSEqSkpMiyP7fbjfr6emzZsgUnTpyQZZ/+Pv/Ro0dx4MABWTtSaLVaDBs2TLb9kby0Wm3IAjdBEJCcnIy0tDQG0hEmKytLts8y8p3SgnfAzxr4jz76aMDPL774IjIyMrBz505861vfgiiKeOqpp/Doo4/i+uuvBwCsXLkSmZmZeP3113HPPfego6MDL7zwAl555RXMmDEDAPDqq68iNzcXn3zyCWbPnn3W89psNthsNu/PrOMkIo+cnBxkZ2fLkk202+04dOgQ6uvrwz7h8/jx4wCAsrIyWYIsQRBgsVhw9OhRtqqLQOHIhpvNZqhUKjQ1NQVtUaRzCXa9/+mUls3WarUoKyvD559/HvbPIIpskr4VPG3JPGeLNTU1sFqtmDVrlvcxer0el112GTZv3gwA2LlzJxwOx4DHZGdno6yszPuYMy1btgxms9l7y83NlTJsIooSKSkpGDVqlOQvaVEU0dnZiV27dqGuri5ivjgbGhpw9OhR2cZjNBqRmJgoy74oOphMJlgslpBm4vV6fUgCeLVajaSkpKA/j9xycnLC1pM+FsVECc3pRFHE4sWLcemll6KsrAwAYLVaAZyqtTydZyEJz2N0Ot1ZM8NPf8yZfvGLX6Cjo8N7q6urC3TYRBQlVCoVCgoKZOk409bWhp07d6KlpUWGkcnH7XajqqoK7e3tsuxPpVKxDp7OEh8fj6ysLMVlq89HEISgrQURTGazGaWlpeEeRsyIuQD+gQcewJ49e/DGG2+c9bszz6xFUTzv2fZQj9Hr9UhMTBxwI6LYlpGRgfT0dEn78HR/2bVrV8S2bnM6nTh06JBsZS9KzEjGAp1OF9bOMHFxccjMzFRM5tflcp237Een00Gn04VoRPLxLMDG+Qk0lICOjgcffBBr167FZ599hpycHO/9FosFAM7KpDc2Nnqz8haLBXa7HW1tbYM+hohoKEajEaWlpZK/4Nrb21FRUTFgjk0kamtrw+HDh2XJ8iQnJ0ddpjUaRMK/SXx8PDIyMoIexMvxWn052YmPj4fBYJD8XOGQlZWlqB72ShYTGXhRFPHAAw/gnXfewaefforCwsIBvy8sLITFYsH69eu999ntdmzYsAFTp04FAJSXl0Or1Q54TENDAyoqKryPISIajCAIKCoqkvzF3NnZib1790Z88A6c+uytr68f0M0rUEajEampqTKMiqJRXFwcLBZLUIN4OTLLTqfzvEGTXq9XbBZbq9Vyvl+IKDWA96s4bOHChXj99dfx7rvvwmQyeTPtZrMZcXFxEAQBixYtwtKlS1FcXIzi4mIsXboU8fHxuOWWW7yPvfPOO/HQQw8hNTUVKSkpePjhhzF27FhvVxoiosFkZGRIvlrX29uLXbt2hX1FSn84nU4cO3YMZWVlkkotVCoVTCYTGhsbZRxdcKnVamg0GqSkpECj0UCv10Ov18NsNkOv1yMpKQkGg8H7nWS322G1WhEXF4djx47BZrP5tOgPnaLX65GdnY3m5uagvEdCVaYjZ0mSKIreMjaNRhOScqeysjLs37+fxy6dk18B/PLlywEAl19++YD7X3zxRfzgBz8AAPz0pz9FX18f7r//frS1teHiiy/GunXrYDKZvI//y1/+Ao1Gg5tuugl9fX248sor8dJLL0XEJUQiilxqtRoFBQWSPivsdjsOHDigqODdo7GxETabTfLVB7PZLNOIgsNoNMJoNCIlJQUjRoxAYWEhUlJSYDKZoFarvW0IB2tHKIoi3G43BEFAZ2cnent7ceLECVRWVqKmpgbd3d3o7e0NwytTDq1W651jEonvFV/WjfE3+y6Kone/PT096OnpwdGjR9Hd3Q2Hw+Gd5D5lyhQUFxf7P2g/xcfHIz4+ngF8kMmRQY/4DLwvAxQEAUuWLMGSJUsGfYzBYMAzzzyDZ555xp+nJ6IYl56eLmkSpiiKOHr0qKKyz6ez2+1oaGg4q3zRX3FxcVCr1RG1eF5SUhIKCgpQWFiI4uJiZGRkQK1WB3SyJgiCd7ukpCQkJSUhOzsbEyZMgNPpREtLCzZv3uxtfRwJAVIkTh7VaDTIzMxEU1OTLOVbcvLl3yw5OXnQIN7pdKK/vx8ulwutra1obGxES0sLOjo64Ha70dXVdc6JshqNJmQnwHq9HiUlJdi2bVtIni9WxUQAT0QULp7su5Sa1qamJhw7dkzGUYVeS0sL8vPzJf0d4uLiYDAYwp5Z1Wg0KCoqQnl5OUpKSpCUlBTU0gSVSgWdToesrCzccMMNcDgcsFqt2LFjB77++mvv2ibhEIkBPHDqb5aenu69miHXPqXyZeGplpYW1NXVeY+plpYW9Pb2wu124/jx42hvb4coin6dwGVnZyMtLS3gcfsrNzcXO3bsCOlCW6QMDOCJSBHS09MlZb76+/tRWVmp+FVIu7q6YLfbJZXRaDQa6HS6sATwgiAgJSUF48aNw7hx45Cfnx+2Xt2eiYI5OTmYPn06vvrqK2zZssUb2IWKSqWS5W/gS8vmQKhUKqSlpUGn06GlpUXS30YQBMmtHUVR9GnyeX19vXdFY892UgiCIEv3K3+kpaUhLS1NsVcNlYAZeCKiIPEs2hToF6fb7caxY8fQ3d0t88hCr7+/H62trcjOzg73UPziyeReeumlmDBhAhISEsLa9/x0giAgKSkJV111FSZPnoyvv/4a//M//xOy42WwWn5/9PX1oa2tzRtoy02lUnlPoFtbWxWTEZYzsMrOzpZcvuYvnU6H8ePH45NPPomYFaKjDQN4IqIgSUlJkbSAW3NzM44ePSrfgMKso6NDcgAfypKN1NRUXHnllSgvL4fBYIiYwP1MgiAgOTkZV1xxBYYPH47Vq1ejtrZWEcGqzWZDb28vjh8/7n2/yP139pzoqNVqNDU1BfR3UalUEfvvPxRBEHDhhReGpdQpKysLOp1OES1vKXQYwBNRRBMEATk5OQF3nnG5XDh69KgigjBfyfFFHopAJCkpCdOmTcOkSZMivvPN6QRBQGFhIRYuXIgvv/wSH3/8Mfr6+oL2fGq1WnJZhueYcLlcaG5uhtvtDtqcAk9XucbGRr8zjxqNRnLHOZfLBYfDIWkf/srLywtbX3aTyYSsrKyoSkJEEmbgiYiCID4+XtKksfb2drS2tso4ovDr6emBy+UKOBASBAFxcXEyj+r/qNVqXHTRRZgxY4Z3AqQS6fV6TJ8+HcnJyVi9ejXa29uD8jwajUZyAH96RyFRFL3HfLCC+ISEBKhUKlit1rAEL6F8Tk/te7jmaqhUKpSWluLYsWMsowkCBvBEREGQlJQUcLbY4XCgqqoq6r70HA5HxL6mhIQEXHvttbjooovCFvDISRAEXHDBBcjMzMSrr76K+vr6cA/pLG63+6xOKp4g3uVyITU1NSjlNEajERkZGWhpafF5crgST+YyMzNRUFAQ1jHk5uYiKSkJbW1tYR0HRQ5lrjFMRDFBpVJh2LBhAW/f1tYWddl34FQP60ishx0/fjzuv/9+TJ48OSqCdw9BEJCdnY077rgDFosl3MM5i9vtPucJnSiKaG9vR2NjY9BKyEwmk18nCHq9XlFBvEqlwgUXXBD2Np96vR55eXlhHUO08mTgpd5CjQE8EUWs+Pj4gBduEkURx48fj9hMtRQul0tSO8zTl4WXg0ajwZVXXolbbrkFOTk5igrQ/JGWloYf/OAHsgfxwf57dXV1obGxMWgtVE0mEywWi08lXXK81lC+p3NyciR3npHr7z5q1KioOjGOFAzgiYhkZjKZAq4N7u7uRnNzs8wjigxqtVpyRlCuDH56ejq+853v4Nprrw1qXX2kyM7OxoIFC5CcnCzbPvV6vaTtHQ7HeVfV7e7uRkNDQ9BWnfWU04SiR7rdbg/JpHSNRoMxY8YEHDSLoogDBw5g/fr1sgTxKSkpEXkFiMKDp3JEUc5Tq+p2u2E2m5Gamor09HQAQEVFBZqamsI8wsGlpKQEnLFrbm5W/KJNgxFF8bwB2/nI0cWjoKAAt99+O1JTUyXvS0lycnJw5ZVX4p133pElkAzVFQubzQar1QqLxRKUXvFGoxGZmZloaWkZ9ERBygJkHqHKdmZlZUmqfW9ubsYXX3wBl8uFlpYWZGZmShqPRqNBcXFxRM7DUDJOYiWisBIEAYmJiUhISEBWVpa3fjw/Px9lZWVwu91ISUmBTqfzZpReeOEFvP3222Ee+bnp9fqAu8+43e6oXrlQq9VKznZLOQEQBAHl5eW49tprZc1EK4UgCJg0aRK++uqrASt9Bkrq1RR/TsbsdnvQg3iVSoWTJ0+e8wRajpMVqSevvlCr1Zg0aZKk7PuuXbu8V7oOHTokOYAHTrWzjI+PR29vr+R90SkM4IkobPLz8/Hd734XZWVliIuLQ1xcnE9flFIWRwq2+Pj4gIPUnp4edHZ2yjwiAk4FYFOnTsW3v/3toASASiFn3avUumZ/rzQFO4iPi4vDsGHDYLVaB5RqqVQqWZ4vWGVAp8vMzPReqQxEc3MzqqurvT/X19fDZrNJLpdKTExEXl4eDh48KGk/pHysgSdSOEEQsGDBAlx22WVITU1FfHy8z1muUC0VH4iEhISAt+3s7Iza8hk5BLoQjkqlwhVXXBHS4N1TLmSz2XDy5EkcP34cJ06cQEtLC2w2G+x2e8gX9eno6MDq1avR0NAQ0ueVkyeID1YwrNVqkZ6eftbEViVMYtVoNJgyZUrAV0Y82ffT/7YtLS2oq6uTZXxjx44Ne1ecaBIJk1iXLVsGQRCwaNEin7dhBp5I4eLj4zF8+PBwD0NWgiAE3LtaFEWcPHkyCKOKHFInCtrtdvT39/u1jSfzfvXVVwc1eBBFEb29vWhsbMT+/ftx8uRJdHd3o6OjA52dnXC5XBAEAVqtFkajEYIgQKfTITs7G0ajEUVFRRg2bBiSkpKCMqGyvb0dL7/8Mo4cOSL7vgMVaPAQ7Ey8wWBAenq6rG0sRVEMegvVgoICSZNF29raBmTfgVPjrq2txYgRIySfxKSlpSEjI0OW8i0KfwnN9u3bsWLFCowbN86v7RjAEymcSqUKKKByuVwRm0HU6XQB11bbbLagrZgZKcxms6Tl6Lu7u/26QqFWq/Gtb30L11xzTdCC997eXrS2tmLTpk2orKxER0fHkGN0OBwD6oA9E/s+//xzxMfHY+TIkSgpKcGECRNkmTgJACdOnMBbb72FqqoqWfYnFykBbbCDeM+KrXLOSQlmBl6j0eCCCy4I+ORPFEXs3r37nFc2jhw5ggkTJgTcGvf0MU6cOBFWqzUk8wEoeLq7u3Hrrbfi+eefx+OPP+7XtgzgY4BKpYLRaMSwYcOQkJCA3Nxcb3ahv78fe/fuhdvths1mw+HDh0NSX0iRIZLbLAb6BdrX1xfykopQS05OlpTF8ycAEgQBU6ZMwbXXXhuUHtQdHR04dOgQPvnkE7S2tkrOroqiiJ6eHnz99df45ptv8NVXX2HOnDkYNWqUpKDMarXi5ZdfxokTJySN70wqlUrSyRgAydt7gvisrKygnKDFx8dj2LBhcDqdko+hYPfcTk9Pl1T73tLSgkOHDp3zd54uQFIDeADIyMiAyWSK+mRFKMiZgT9z7pVerx9y3sPChQtxzTXXYMaMGQzgY5EgCNDr9VCpVBg+fDjGjh0LlUoFk8mEMWPGQK/Xo7i4GCkpKd5V8DxfZKIoei9tOhwO7NmzB5988gk2btyI6urqqFwEh045/d8+0sTHxwf8Rd/b2xuxr0sOgiBIzij7OsHX021l/vz5sgfvfX19+PLLL/Hll1+itbU1KJ81oiji2LFjeOmllzBhwgTMnj3b7ys7brcbu3fvxttvvx2UidFyBPBynLDa7XY0NDQELROv1WplOTlwOp1Bm98itfMMAFRVVQ2ZBDtw4ABKSkokl3cZDAYUFRVhx44dkvZDp8j1+ZObmzvg58ceewxLliw552NXrVqFr7/+Gtu3bw/ouRjAK4BGo4FarUZaWhpUKhVSUlIwd+5cGI1GdHZ2IjU1FaNHj4ZWq4XFYvGrc4cgCN4vD8+H10UXXYT7778f77//Pl544QXU19czkI9ggWZi29vbI7ZWPDU1NeAvuI6ODplHE1kMBoOkDJ7b7fb5ysu4ceNw3XXXyRrQuVwuVFZW4sMPP0RtbW1IPlv6+/uxefNm1NTU4Dvf+Q6Kiop8et+43W5s2rQJa9eujYkrk8Eup4l0GRkZyMrKCnj7rq4u7N+/f8jHNDY2oqOjQ5b2qyNHjsSePXti4thUirq6ugHd3QbLvtfV1eE//uM/sG7duoATMgzgI4RKpUJiYiJMJhPy8/ORlpaGUaNGQRAEjB07FkajETk5OVCr1VCr1bLVdJ6LIAhISkrCLbfcgiuvvBKvvvoqXnzxRX5IRKisrKyA2kEG2okkFKRkwKL9ZNNkMknKZNpsNvT19Z33cRaLBTfccIOkbkBn6u3txTvvvINvvvkmLMdeQ0MD/vu//xt33303CgoKhgzi3W43vvjiC6xduzaoY9VqtZLKoZxOp6zj82TiMzMzg/o9EyibzRaU97gngSXlvbV///7zdvay2+04efKkLAF8UlIScnJyzpowS/6Rs4QmMTHRp+/jnTt3orGxEeXl5d77XC4XNm7ciGeffRY2m+28V+YYwIeQIAhITk6GKIpISUlBWVkZsrOzkZGRgREjRiAvLw8mkwkJCQkQBCFkq/MNNV6LxYL/+I//QF5eHp566qmIXrUzVnnKp/xVX1/vdyeSUAk0gHe73ejq6pJ5NJFFav27L3XmJpMJN910kyy1uh4NDQ148803wx5s9PT04IUXXsCdd96JwsLCcz6mv78fa9euxdatW4N+oiE1gAfkP2l1OBw4efJkRAbxwTpBl5p9t9lsg9a+n+ngwYOylNGoVCpkZ2eH/T2ldOHoQnPllVdi7969A+774Q9/iFGjRuFnP/uZT2V1DOCDJCsrC8OGDUNxcTGMRiPGjRsHnU6H0tJS76RSz4p1kU6r1eLGG29Ebm4u7r///ojuHU6+i9Racc+KsoEQRTGq+7+r1WpJE+xEUTxv+YxGo8FVV12FESNGBPw8Zz7n3r17sWbNmoiZNN3Z2YlXX30Vt912G/Lz8wf8rqOjA++99x62b98ekqs5kRYgezgcDm85TSSNMRgtJFUqFS644AJJ2feqqiqfy/daW1vR29sry9Wt4cOH4+uvv+bKrApjMplQVlY24D6j0YjU1NSz7h8MA/ggMBgMePbZZ1FaWho1iy0IgoCLL74YP/vZz7B06VKfLsFTaOh0uoBOBGtra4MwGgqmxMREGI3GgLe32WxobW0d8jHTpk3DlClTZLkC6HQ68dVXX+Hf//53xH1mNDU14bXXXsMPf/hDb+a1qakJK1eu5HvjfzmdTpw8eRJpaWmSjju5BKsHfFpa2lkncv6w2WzYvXu3zyd8PT09OHHiBEpKSgJ+To/ExERkZ2dH1LoEShPuPvCBivz0rwIJgiC5TjUSqVQq3HjjjZg9e3a4h0KnGTlyZEDBVktLSxBGQ8GUmZkp6apdV1fXkAFQXl4errjiClk6zvT19eG9997D6tWrIy5497BarVi9ejVaW1tx4MABvPDCCwzez+App4mEK6+eVXnlJAgCSkpKJH1fe1YG9kdVVZUsQZ8gCBgzZozkTkaxLBJWYgVOrWHx1FNP+fx4ZuCDIDMzE2lpaeEeRlCo1WrccMMNeP/99yN2AmSsCfSLJxLLZ6QSBCEovcojgcFgkFSj63a7YbVaB/2iMRgM+O53vwuz2Rzwc3j09fXhzTffxDfffBPxk4oPHjyIJ554Ag6HIyyfaVK7vTgcjqC/l91uNxobG+F0OmE2m8M6P0vu48lisfhcsnAuTqcTe/fu9XtcJ06cQE9PjyxlNNnZ2Rg2bBhPPmMMM/BBYDAYhmzcr3QXXHABLr/88nAPg3Dqqkggl2HtdnvErSYpB8/6B9EoKSlJ0udKX18frFbrOX8nCAIuv/xySScIHl1dXXjllVcUEbx79Pb2hi0hITX4DtWJuNvtRktLC7q6uhTz73o+giBg/PjxkrLvzc3NAS3u1dfXh8OHDwf8vKfTaDTIzs6WZV+xKFIy8P5iAB8EUnpYK4HBYMC3v/1tXrKLEIF++UTrFZRwd28KBo1Gg7y8PEmvrbm5edAJvrm5uZg+fbrk93RfXx9ee+01VFRURE2QF0xKu2IkiiIaGxvR0tISFf++ZrMZOTk5AW/vmaAdyGepKIqorKyUbdL9qFGjImKeghIxgCevESNGKOpDORAXXnhh1JYJKUmgqzh2dnZGbbvFaMzAWywWpKSkBLy9y+VCQ0PDOX+n0+lw5ZVX+rUA3Lk4nU6sW7cOBw4ckLQf8k84WsG2t7ejra1N8UF8eXm5pOO+qakJNTU1AW/f0dGB9vb2gLc/XUJCgqSJuKQ8DOApIElJSZgwYUK4hxHzTCYTLBaL39t1dHRExKS0YEhISIiqK2AajQb5+fmSe78P1uJu3LhxGD9+fMD7Bk5lsNavX4/PPvtM8UGd0oRrLktbW1vIM/Eul0u212s0GpGXlxfw9qIo4ptvvpHUFcdut8tWRiMIgrddNfmHGXjyKi4uDvcQgk6j0WDq1KnhHkbMs9vtAfX/ra6ujtoSGqPRGFVzUCwWi6SrCm63GzU1NecMfPR6PS677DJJJzyiKGLXrl347LPPonJidDCp1WrFnmyKohjyTLycAfzkyZMlTSDt6OjAsWPHJI/j6NGjsq1ynpaWxlr4ADCAJy+WllCoxMXFBbToUSQH76Io+rwgyrlotVrEx8fLOKLwMZlMGD58uKTse3t7+6CX6YuKijBs2LCA9w2cWtH3n//8Z8Su6htqnrr25OTk89Ykq9VqSfMORFEM+3u5tbU1ZJl4lUolyxyXpKSkQVfh9dXevXtl6Unf0tIS0CTYcxEEQdJVBVKW6C7UDpNQTaLzfGC6XC50dnYCOLWgRF9fH9rb29Hd3Y3du3fDaDTC4XDAZDJh/PjxGDlyZNTX6McKtVodlZM2pfR6FgQBZrNZ8X3uVSoVRo4cKWlimt1uR2Vl5Tn/nnq9HldddZWkz4Le3l6sXbsWPT09Ae9DqTQaDdLS0rxtN3NzcxEXF4fMzEwkJSUhLS0NPT09eOWVV3D06NFz7kOv10t+/0bCysPt7e1wuVxITU0N6neL2+2W5UShrKxMUu17X18f6urqJI8DOPU9vm/fPuTl5clyNaagoAA7duzgyqx+UOpCToziZGY0GmWbSCKKInp7e70HRltbG1pbW71v+O3bt6OjowMOhwPV1dVwu91wuVxwOp2w2WxwOp1nHVRxcXGYMWMGFi1aJPlMPSEhAYIgsOY1jPLz8wPKNufn50Oj0UTEl38wpKeno7a2VtGvLycnB6mpqZL2cfLkyUGz72PHjkVubm7A+xZFERs2bEBlZWXA+4hEarXaG4SqVCqkpqbCbDZ755okJibCYrFAr9cjOzvbW651rkA8Pj4eaWlpgwbwUoN3l8sl+8JGgfJMig92EC9VUlISRo0aJWkfFRUVsiYI6urq0NraKsvVe7PZjIKCAuzfv1+GkcUGBvAE4FRWxp+6OpfLhdraWlRUVMBqtcJsNqOvrw979uyB3W7HwYMHvUFId3e3d+JhoIGJZ3XEvXv34qmnnsKYMWMC2g9wagVQvV7PS+dhFOgl5Uif6Ck18E5OTkZqaipOnjwp04hCy2w2o7i4WNK/kd1uH7RGV47a9+bmZnz11VcBbx9uKpUKGo0GZrPZmzUvLCxEUlKSt+OPZ1XtSK1VF0UxouYdeHrEZ2RkROTfCzjVblFK9l3OiaceDocDx44dk638dsSIETh48GBEHRskPwbwMvMnmHK5XFi5ciWeeeYZ9PT0hPQM7ujRo1i8eDFefPFFTnqJQQ6HI6KvnLS0tGDEiBEBBwGCICA/Px+NjY0R/TrPxWAwoKysTFI3CVEUcfz48UFbhRYXF0vKvrvdbqxbt062FnhyEwTBW4tuNBqh1WphsVggCAJSUlKQnp6O1NRUJCUlITk5GTqdLigBpyiKQb0KFInHdnd3N1QqFdLS0mT/m0qt9zcajSgqKpK0j+PHj6O1tVXSPs7lxIkTmDBhgiwlkTk5ObBYLLLV1kc7ZuAJwKk3TlJSkk+P7ejowD/+8Y+wtfOrrq7Gp59+iu9///sBbX/o0CFZJvFQ4JKTkwParqqqKuyT34bS29sLp9MpKYhNTExEcnJyUL5sg8VgMGD8+PEBTUw+XW9v76D9qTUaDaZPny4puDp58iT27NkT8PZy0Ol0EAQBRqPRW7ro+ey1WCxISEiAXq9HSkoKBEGQpd7cX3a7fcggSmq3JJvNFpFBfGdnJwRBQFpamqx/c6knQyNGjAj4MxM4FaRVV1cH5W9utVrR0tIiSxZeo9GgrKyMAbyPGMATgFOlCb6ujFlbWyup24Yc1qxZg+985zswGAx+bxtNS2orVaCrCMrVtixYHA4H+vr6JAXwWq0WeXl5illwRqPRYNy4cZIWbAJOZcerqqoGPblOTk6WlH13Op3YuHEj+vr6At6HPzzZc898j/z8fKjVaiQmJnr/q9PpoNFoInJC91BlDFIz1JF8XHd0dMDpdCI9PT0iauLj4uIklYwCQGNjI6qqqmQa0UD9/f2oqamRrYwmOzsbBoOBJa5RLPzvqigzbtw4n9uCdXd3hz0L2tLSApvNFlAAzw+G8Av0i/HgwYMyj0Rebrcb7e3t3g4fgcrIyEBeXp4s/ZqDSavVYvTo0ZKDd+BUJm+wVVeBU1lIKZnfhoYGbN++PeDt/XXNNddg2rRpERugD8XpdA4awAuC4HOyR6k83YkiIYjPz8+XNClcFEUcPHgwqFedT5w4AVEUZTnOExISMGrUKOzatUv6wKKcUjPwkTnLRMH8+WKMhCxoU1NTwJfZdu/eLfNoKFTCfeLoC0/HJSnUajVyc3MjemEng8GAsWPHIisrS/IXd29vLw4fPjxo0KjRaDBp0qSAn8ftdmPHjh0h++xSqVTIz8+HVqtVXPAOnOoc5mnxeyZBECT1gAeU8T7u6enByZMnZRlroPvwXN2Scgz19fWhuro64O19YbVa0dbWJsu+PD3hI3UycSThQk4EwL+M6K5du8J+CTTQvrq9vb04dOhQEEZEvtJoNBg+fHi4hxE0nZ2dskwATEhIQFFRUUR+kcXFxWH8+PHIzMyUHKA6HA4cPHhwyP7PycnJ3naIgejq6sLXX38d8PaxZqjJ4lqtVnIAr5Q2qX19fbBarZKv2gb6erOyspCeni7puY8fPx709Q7sdjuamppk25/FYpE8n4YiV+R9oymYSqXC+PHjfXqs2+3G8ePHgzyi89PpdAHVGbe2tsr6QUP+EwQhoB7wDocDzc3NQRiRvDwLkkklCAJycnIiboXCpKQklJeXy1I2I4oi6uvrz9s2s7S0VNLCUFVVVYNmlINBp9MpelXd+vr6Qfu0ezrlSKGkNoE2mw2NjY0hb3wgCAJKS0slncA7nU7s3r07JAk3OefF6fV6jB49Wrb9RStm4AkAfK5pdLvdqK2tDfJozm/ixIkoKCjwe7uNGzdGbAu5WBFoAKBSqfxaqyBcRFGUrQ2kSqVCSUlJwJN+5SQIAiwWCy688EKYTCZZ9tnW1oYjR44M+RjPyq6BBo0ulwvbt28P6ReVwWCQPA8inIKZIXe73RFRhukPu92OhoaGkM6fSk1NlXzyHuyElaecKjk5GZmZmbLue8SIEQHNcYslMRnAL1u2DIIgYNGiRd77RFHEkiVLkJ2djbi4OFx++eXYt2/fgO1sNhsefPBBpKWlwWg0Yt68eaivr5cylIig1+t9Doz6+/vD1j7ydBaLxe/JRaIoYtu2bWEv/4l1KSkpAXUs6OnpifhJnR4nT56UrduJWq3GqFGjUFRUJLl0IVA6nQ5jxozBuHHjZPtS7ezsxJ49e84bLHoWKgpUV1dXRCQdlGSof5NYDaqcTiesVmtIuhgJgoDy8nJJCzcBQGVlpaSTMU+yxWAwwGg0IikpCcOHD0dRUREuvfRSXHXVVbjppptw4403yraSu4fZbMawYcNk3SdFhoCnhW/fvh0rVqzAuHHjBtz/xBNP4Mknn8RLL72EkpISPP7445g5cyYqKyu92aZFixbhvffew6pVq5CamoqHHnoIc+fOxc6dO8P2xSoHk8nk86JI7e3tsFqtQR7R0LRaLebMmeP3dlVVVdi6dWsQRkT+0Gg0AXWxaGhokG2iVLDZbDa0tLTIVkah1WpRVFSEhIQEHDlyJGQn0RqNBsOGDUNubi4SEhJkm5DZ39+PgwcP+hQMZWRkSPo7NjQ0BL0G+Exms1mxnVpEURy0Fz/g36J/5xLo/KVI4AniMzIyJJV0nU9SUlJAV5hPJ4rikKVpGo3GmwRTqVRISkpCYmKi98qR2WyGyWTyrlngWTRMSotcfwiCgMLCwqD1r48GSu1CE1AA393djVtvvRXPP/88Hn/8ce/9oijiqaeewqOPPorrr78eALBy5UpkZmbi9ddfxz333IOOjg688MILeOWVVzBjxgwAwKuvvorc3Fx88sknmD179lnPZ7PZBtTNhbIG0x9qtVpRnRLy8/PPOgE7H1EU8f777yuihnooer0eWq0WBoMBOTk5yMjIGFAr2NraCrVajfr6erS0tKCpqQnNzc0h633ti5SUlIBOeJ1Op6I+yK1WK7Kzs2U7uRcEAVlZWUhMTER1dTWsVmvQSh1UKhUsFgsKCgqQmJgo+6I2Bw4cQEtLi0+Pz8/PD7gOWBRFbN++PeQ112azOeztBwNls9mCWnbhcrkUM4n1XFwulzeI96WUTBTFQecTDCY3N1eWE8Dk5GQ4nU7Ex8d7F4LSaDSwWCwwmUzeqylqtRoGgyHi4gDPGgqhPgFXEiV9J3oE9Mm4cOFCXHPNNZgxY8aAAL6mpgZWqxWzZs3y3qfX63HZZZdh8+bNuOeee7Bz5044HI4Bj8nOzkZZWRk2b958zgB+2bJl+PWvfx3IUENqxIgRPpfQhPtg0ev1uP/++/2uhW5oaMDbb78dpFEFh0qlgtlsxogRI3D11VejqKgIhYWFsFgs0Ol0yMzMhFqtHhAoeP59XC4X3G432tracOLECezduxeff/45vvzySxw9ejSsNaiZmZkBBTeHDx/2+4swnFpbW9Ha2iq5i8SZjEYjysrKkJ+fj6qqKjQ3N8sWEGm1WmRkZHhXZg7GkvIVFRXnnbR6OikrUHr68pPvbDbbkAFTqDKwkcwzz8Xtdp93roO/Jywmkwnl5eWSg2lBEDB9+nS43W6oVKqI7GZ1PnFxcSguLmZP+Cjj97f/qlWr8PXXX59zIQ9PSciZkzAyMzO9NbdWqxU6ne6sL5PMzMxBS0p+8YtfYPHixd6fOzs7Ja0kGCxardbnN/e+ffuGbPcWbNOnT8dVV13l14ebKIp46623hlwkJlKoVCpkZWVh3rx5uOKKK3DhhRdi2LBhPtedev4ungA5MzMTmZmZuPDCC7FgwQJ0dXXh888/x1NPPYUvv/xSUZPJurq6wj0Ev7jdbjQ0NMi+LDtw6t85MTER48ePR3d3N44dO4bm5ma/l6hXq9XQ6XRITExEcnIyUlJSZM+4e/T392Pv3r1+XQVTq9XIysoK+Dn7+vrQ2NgY8PaBUmr2HTi1xsZQn/FSX5sSesD7QhRFtLS0eN+LcsnPz5dtsr5SA3cPQRAwatQoVFRUKPqqTbDERAlNXV0d/uM//gPr1q0bMhA680vLl5XFhnqMXq+P6IVYPPx5g2/ZsiVsLcAmT56Mxx57zO9Li/v378err74apFFJp9VqMWLECFx44YWYP38+pk2bBovFErSgb968eZg5cyb+53/+B6+//jref//9kJZ3BfLlJIqiIvv3NzQ0IDU1NWiTsVQqFRITE1FWVgaHw4Genh50dXWhtbUVNpsNLpcLvb293jpWzzGVmJjovRkMhqCvFurp9e5vCVtCQgIyMjICft7+/v6wBIz5+fkRV47gq6ampqB+xkdTIOZ2u9HU1ARRFGXpOmQ0GnHBBRdIH1gUSU5OxrBhwxTTwIDOz68AfufOnWhsbER5ebn3PpfLhY0bN+LZZ59FZWUlgFNZ9tOzPY2Njd6svMVigd1uR1tb24AsfGNjI6ZOnSrpxYRbSUmJz1824frwHT16NB599FG/u5d0dXXh6aefjsjL6HFxcZg8eTLuuOMOXHvttUHLfA723HPnzsWcOXOwadMmPP3003j//fdDkpEvKioKaDsllc94uN1uVFdXIzU1NajdOwRB8K6NkJyc7L3S53a7vQGsTqcbcHyF6lgLJPPukZ6eLunv1tTUFNLWfx5KbWrgdruxd+/eQX+vUqkUfXUhGERR9B7b5wri/cmSFhYWSioZi0YajQaTJ0/GiRMnoubqjVyUmoH365rQlVdeib1792LXrl3e28SJE3Hrrbdi165dGD58OCwWC9avX+/dxm63Y8OGDd7gvLy8HFqtdsBjGhoaUFFRoegAXq1WY+LEiT491uFw4OjRo8Ed0Bl0Oh3mzZuHv/71rxg1apRf2zocDvz3f/83Pv/88+AMLkA6nQ4zZszAunXr8MEHH+D73/8+zGZzWDJ2arUal112Gd544w0sX75c9l6+5xLI61Ry54ru7m5UVVWF9MqVp/2bZ3KawWCASqXy3h/K4H3Pnj0BTx43Go2KLAGQ8+/rdrvhdDrhdDrR0dGBxsZGNDY24siRI9i2bZv3JkeHpra2tvN2oFHqlYVg8gTx51rMyNe/mVqtRnFxcTCGp3jJyclcmfUclNoH3q8UgMlkQllZ2YD7jEYjUlNTvfcvWrQIS5cuRXFxMYqLi7F06VLEx8fjlltuAXDqzPrOO+/EQw89hNTUVKSkpODhhx/G2LFjvV1plEilUvmc1Xa5XD53jpDKaDRi0qRJuOOOOzBhwgS/J06JooiPP/4YK1asiJjAT6VSobS0FI899hiuvfbaiOqnrNfr8cMf/hDjxo3DnXfeiX379gUl4x3oYky9vb04ceKE7OMJlePHjyMxMRE5OTkxEwB1dnaioqJC0gqNeXl5kv5etbW1IX//q9Vqn0qmTv/y7O3tRW9vLxobG72JEs8J3+mBYWdnp/eKgsvlGvAeveuuuyRlb0VRxM6dO9nxI0Dny8SfT3Z2NiwWi9zDigparRb5+fkhiz8ouGS/hvfTn/4UfX19uP/++9HW1oaLL74Y69atG9Am6i9/+Qs0Gg1uuukm9PX14corr8RLL72k2MulwKnALdSBpEajQXx8PHQ63YBa0eHDhyMjIwMJCQm45JJLUFxcHNDfVhRFvP766/jLX/4SMZM0k5OT8Z//+Z+45557ZFmCPhgEQcDEiRPx6aef4te//jX+9re/yX7JUq/XB1QP7nK5Qr6UuZxcLhcOHTqEhISEqL9E7nK5cOLECVRVVUluXyp1DlE4jhlBEKDRaAZ0hLLb7bDZbGhtbYXb7UZ9fT1OnDiBlpYW72TI/v7+gMt9tFqt5Aylw+HAN998I2kfse70IN5TEul2u8979U0QBIwcOZLlSUPIysqCIAgRk5CLBEotoZF8lJ9ZViEIApYsWYIlS5YMuo3BYMAzzzyDZ555RurTR4y0tDS/zvpPz556+saq1WokJCSgs7MTWVlZ0Gq1MBqNKC0t9U6yGzNmjHc7o9GIwsJC7xLMngDec4lfCofDgZdffhl/+9vfJGX+5KJSqTBp0iT8/e9/x5gxYxRxspeamoo//elPSE1NxZNPPin7BNdYyUCfyW63Y+/evSgvLw/qIjDh5HQ6cfDgQdTX18fsF63T6cSaNWtgNBq9k4hbWlq8/x+My9bJycmS25V61owYitK7moSCJ4i32WxIS0uD3W4/7793dnY2RowYEaIRKtOwYcOQnp4elq5SkSpmA3g6Ra/X+xxQGQwG/O53v0NFRQVUKhVGjRoFvV4PlUrlXWwhPT0dWq0WgiCEfCXCjo4O/PGPf8Q777wTEZNdDAYD7rzzTixdulRx9Xs6nQ6//OUvMXbsWNx1111obW2VZb8ajSagAKCxsTEskxHl1tPTg4qKCowfPz6iSqikEkUR3d3dOHz4sF893s9H6sleuDKaR44cCenzTZ06VfKqv/v27TvvFQt/Wg7HMlEU0dnZ6VNbV0EQMHr0aPbXPw+9Xo+8vDwG8FGAAbwMNBoNLr/8cr8CiZKSEpSUlJzzd3IvWOOviooK/Otf/4qIbiUFBQX405/+hHnz5il2SXWVSoVvf/vbsNvtuOuuu9Dd3S15n5mZmQGVkHR1dUXESZkcWltbsWvXLpSWlsrSei7c7HY7jh07htraWllL1nytJR9KLARFCQkJGDt2rKR99PX1YceOHTKNaGjRcCLuK19KuNLS0jB8+PAQjEb5SktLsW/fvohaWTycmIGPEUajEWlpaUhPT0dycjJKSkpQWFiI2bNnR01Jw4QJE/DTn/4U69atQ0VFRdhqpr/1rW/hySefHNC2VKkEQcCNN96Io0eP4le/+pXkIDrQDHy0aWtrw969ezFu3DjFXZ3xcLvdOH78OI4dOxaURbYEQZBcAy9lESilGDVqlN/tdc9UX1+Ppqam8z5Oju+KcK0jEqlGjhwZEyeacjCbzRg2bFjIr3BFKgbwUe6CCy7A97//fZSVlSEtLQ0JCQkQBCEqg6i4uDjccccduOWWW7Bjxw78+c9/xv79+0P2haHRaHD//ffj//2//xf2qxFyUqvVWLx4MVpbW/GnP/1J0hs+0InJSvrS9/RkB07VQw92Rairqws7d+5ESUkJsrKyFPOeFEURfX19OHz4MBoaGiK61j0xMRE6nS5iJrPLLSEhQXISRhRF7Nmzx6crl0q9mhip4uLiAl4XIxYJgoCxY8eipqYmIq60U2AYwPtAr9fj0UcfjbmV3QwGAy699FKMHz8eK1euxAsvvCBL+cdQNBoNFi9ejN/85jeKWH3XXzqdDj/72c/w2WefSbrUHmhN8sGDByMiUPRM2tZoNEhKSkJCQoK3NaROp8OoUaOQkJCA/Px8AMC//vUvrFu3btD99ff3o6KiAm1tbSgqKor4uvje3l7U1dXh+PHjiugKlJSUFNUBfElJiaSVaoFTrSl3797t02PZJUVehYWFAbXVjUSeJMuZqx/HxcXJeoUhMzMTKSkpPl0xinbMwEcxg8Eg+cNdyUwmE+677z6UlpbiP//zP4NymR84lZX6yU9+ErXBu0dqaiqee+45zJ07N+CJRIFmmcMdgI0aNQqTJk1CamoqCgoKoNPpkJ6eDo1GM+SX0+ltaAfjdrtRV1eH1tZWjBw5Eunp6RGVjRdF0duH//jx4yGrP/U8rxR6vR5JSUlBP4EPB41Gg4suukhyWcu+fftC1rHL6XSG/b0cKXQ6HcaNG6eIElZRFL3tUJ1OJ9ra2rzBo9VqhdPpRHNzM+x2O3p6egb8Gw8fPhwzZsyQ7TNNq9WiuLiYATwYwEe13NxcybWRSqdWqzF9+nT85Cc/wRNPPCH7BCqNRoPf/va3WLRoUVCCd7fbja6uLjQ1NcFqtWLHjh1nBSNarRaTJk1Ceno6CgoKgprRmThxIp577jnceuutAWVgA2mV5nK5hlwdMtiMRiMeeughvydUiqLo16I4PT092LVrl3dSW1JSUli/3D2lMseOHcPx48dDPonY5XKhoaFB0uqUWq0WaWlpqK+vl3FkkaGkpERy+YXNZsOOHTtkCQJEUfSuGuvhcDi8x42njebpv49lFosFqamp4R4GgFPfM55/p66uLvT19aGxsdF7f2NjI+x2Ozo6OiCKol+f/dXV1Whvb5d1/ZPhw4djx44dPBlUKAbwPlCr1RGVyQsXlUqF7373u/j666/x73//W7b9espmghG8t7W1Ydu2bXjxxRexdetWdHR0oKura9AvP7Vajfj4eOTn5+Oqq67CpZdeiqlTp8peiy8IAubOnYt58+bhrbfe8nv7QE4uPC0KwyUrKyugv2MgJx5utxuNjY1obW319j1OSUkJ2foBbrcbdrsdbW1tsFqtaGtrU0SpzGAEQUBRURF27doV7qHIKiEhAfPmzZP8ubN3715UVVX5/Hi73e4Nmux2u7dcwuVywel0ejO1NDS1Wo0LLrggaN/Pnu+J0xcH6+/vR1tbG4BTZVMajca7sml/f7/3KozNZvP+W8rB4XCgvr5e1gDebDajsLAQlZWVsu1TiZiBj2KFhYUM4P+XVqvFgw8+iC+//NL7ISaFRqPBQw89hF//+teyBe+egO/VV1/FG2+8gZqaGp+zni6XC11dXaioqEBFRQX+8pe/oLCwEIsXL8aCBQtkzcrr9Xo89NBD+PDDD/0KrOPi4hRZ0pWQkBDw5L1APxydTqe3NWNaWhqGDRuG5ORk6HQ6CIIgW2bek02z2Wxobm5GW1sburq6fOpfHQpyjKG4uBgGgyFq2heqVCpcfPHFkjvs2Gw2fPbZZ379jTs7O72liJFwfChVYWGh5BapANDd3Y3+/n60trbC5XLBarXC7Xajvb0dfX193vc2AO8VknDYs2cPSkpKZJvjo1KpMHr0aBw5ciSmTxgZwEexSKulDbeCggLMmzcPK1eulLyvH/3oR7IF76Io4quvvsKzzz6Ljz76SJYTDJfLhSNHjuDHP/4xXn/9dTzxxBOYPHmybIFfeXk5rr32Wrzxxhs+b6PVan2qCT9TuLN6xcXFYStlEUURTU1NaGpqgk6nQ3x8PMxmM5KTk2E0GqHT6aBSqbwnGOdaatzTCcdTwgD83xe/zWZDW1sb7HZ7RHb6qaurk7yPzMxMjBw50ueJmpFOrva/lZWVOHHihN/bMXCXRhAEFBcXS54QXF9fj48//thblx7J2tracOjQIYwbN062fWZmZsJkMqG9vV22fVJoMID3gRxn+NFEpVLhe9/7HtasWSNp0tbkyZOxZMkSWYJ3q9WKX/3qV1i7dq2sK1h6OJ1ObNq0Cddccw3uvfde/PKXv0RcXJzk/Wo0GjzyyCOynXAMpa2tLSh/G18FusKl0+mUtfzEU77Q3t6OY8eOeUvkPOVTRqMRcXFx6Orqgt1uR3x8PHp7e9HX1weHwwFRFCP+i/5Mvb29EEVRUrDqyVhXVFQoPluXmJiI66+/XnIms7u7Gx988IHi/x5KlJmZ6e1SFaj+/n5s3rxZ8iTvUDp06BDKyspkSypqNBpkZ2fHdADPDHyUEgQBeXl54R6GTzw1lADQ3t6O9vZ22Gw2HDhwACUlJUhJSUF2drYsrajy8vIwduxYbNq0KaDthw8fjmeeeQaZmZmSxuF2u7Fp0yb87Gc/w9atW4P+Jmpra8Of/vQndHZ24ne/+50sK4COGjUKM2fOxD//+U8ZRjg4t9sd1kAj0GCpvb09qJ0SPFl1h8PhvYx+Ok99q5I1NDSgv79f8knnyJEjMWLECBw6dEimkYWeSqXCrFmzkJOTI3lfBw4cQENDgwyjIn8IgoDS0lLJ/fSrq6vDmtQIREtLC5qbm2Uro/T0hD906JDiEhNyYQAfxSKpPZWnDKKzsxPV1dWwWq0QRRF79+7FgQMH0N7eDofD4Z2s6Zn9rtVqodfrMWbMGNx3330oKyuTFHxqtVpcdtllAQXwBoMBTz/9NCZOnBjw8wNAa2sr/t//+394/fXXQ9a+DTh1orR8+XLU19fjH//4h+QORRqNBrfccgtWr14d8g4loaJSqQLu9CHHh2us6+/vR19fn+QAXqvVYvr06aiqqlJs1nnixImYMmWK5M/17u5urFu3jsdmGKSkpEjqqgScurJ34MABmUYUOna7Hbt378aMGTNki01SUlKQlZUlS6kdhQ4D+PNITExEQUFBSJ/TMyGuvb0dNTU1cDqdqKmpQUNDA3p6enDgwAFvPa+v7Z88bci2bt2Kb775BqWlpfjVr36FsWPHBvwhYLFYoFKp/K75XbRoEWbNmhXQc3rU19fjwQcfxLvvvhuWL1C32413330XOp0OL7/8suRL8dOnT0dxcTH2799/3sfGxcUFlHnq6ekJW322lAmjtbW1iu7gEgl6enpw+PBhXHzxxZL3VVJSguLiYhw8eFCGkYVWWVkZ5s+fLzlzK4oidu7cGfA6DiRNYWGh5NJLq9WquOy7x4kTJ2Cz2WSbzKrRaFBUVBSzATwz8FFKrVbLUus8mN7eXm9t8oEDB9DV1YUjR46gpqYGdXV16OzshNvtlvXg8JzB33333XjuuecwYcKEgPYzevRoJCQkoLOz0+dtpk6dikWLFkkq42ltbcXChQuxdu3agPchlzVr1uCVV17BXXfdJWk/iYmJ+P73v49HHnnkvI+1WCwwGo1+P0dra6siM/yRdAVMySoqKjBp0iTJf0+tVovZs2ejqqpKUcdTSUkJbr75Zlk6STU3N+OTTz5h9j0MDAYDRo4cKWkfoiji0KFDir2K1NXVhbq6OslXIU6XmZkJjUYTk2U0DOCjVE5OTkDB0mBEUcSePXvwxRdfoLKyEjU1NWhsbERnZ2fIP0xaWlqwfPlyPP300wFNMMzIyEBGRobPAXxKSgr+/Oc/S6p7r6iowAMPPICNGzcGvA85ORwOPProo5gwYQLKy8sl7WvmzJn4zW9+c942fYEGYL29vWHLwOv1+oA65wBAX19fRHZ2URrPFTs5Jo0XFBTgiiuuwP/8z/8o4gu/pKQECxYskGXOisvlwvr160Natkf/Z8yYMUhOTpa0j/b2dr/69kcaURRRW1uLoqIi2RIcycnJyMnJwdGjR2XZHw1t+fLlWL58uffvPWbMGPzqV7/CnDlzfN4HA/jz8KxiePol15qaGnR1dUGr1WLixIl+fZhUVlbi/vvvj5hLr1988QXWrVuH+fPnB7S9rzPhBUHAbbfdhkmTJgX0PMCpiXjf+973UFFREfA+gqGpqQm//e1v8fLLLyMxMTHg/RQVFSEnJwdHjhwZ8nEjR45UXFbaaDQGvABJbW2tzKOJTY2NjaitrZUla6dWqzF79my0tLRgx44dMowuePLy8vD9739fluAdONWLe+fOnbLsi/yj0WiQl5cn+fOvurpa8esZHD16FD09PbKtTaLRaFBaWopjx47F3JWlcGTgc3Jy8Pvf/947N2zlypW47rrr8M0332DMmDE+7YMB/Hns378f3/72twd8YPT19cHlckEQBNx000347W9/6/MHyhdffBExwTtw6gRl9erVuOaaayTXhQ5l3Lhx+PnPfx5w6ytP2cy+fftkHpk83nvvPbz88st44IEHAt5HYmIiJkyYcN4APtC6x0B6VUeCaOgCEwmcTie2b98uW9ZOo9Fg7ty56O7ujsh6eEEQMHLkSHzve99DUlKSLPs8efIk3n33XUWVDkWTgoICZGdnS9pHd3d3xCWBAtHb24vDhw/jwgsvlG2fw4YNQ1JSUtBbGkeacATw11577YCff/e732H58uXYsmWLzwE8Vyc6D1EU0dPTg+7ubu/NU+oiiqLfZ6uROBlv7969qK+vD9r+dTodHn300YBLZ/r7+3HfffdhzZo1EZsZcLvdWLlypaR+wiqVCtOmTZNxVAOFs92dwWDgYmgR4NChQ37NWTmflJQU3HLLLbBYLLLtUw7x8fGYO3cu7rjjDsnlFh4OhwPvvffeWW1GKTRUKhVGjRol+XOksrJS1vdAOHmaXMglLi5O8srEsa6zs3PAzZeYz+VyYdWqVejp6cGUKVN8fi5+o4aQKIqorKwM9zDO0tPTE3CfbV9qk6dNm4brrrsuoP2LoohnnnkGq1evjtjg3WP37t0B98X38KW3cSA1zHa7HdXV1YEOS7KSkpKgTgYn37S2tvrU6cgfSUlJ+NGPfoSysjJZ9xsIQRCQm5uL++67DzNmzJCtS4coiti6dWtUZG6VKisrC7m5uZL24XQ6Fb2GwZkaGhpgtVpl2ZdngTo51olRIk8WPtCbR25uLsxms/e2bNmyQZ9z7969SEhIgF6vx7333ovVq1dj9OjRPo+ZJTQSFRYW+nw52tMeMlqcPHnyvG24tFot7rnnnoA/FHbs2IE//OEPirhk7XA4sGbNGsycOTPgEoXCwkIYDIZBX69KpQqohlkUxbD+DUtKSgLazul0Krb0J1Lt3bsXkyZNglqtlm2fGRkZ+M53vgONRoPdu3eH5WTbYDDg8ssvx+WXXx7wqr+D2bVrF9auXcvJ1GFUUlICjUZayFJXVxdV5SFutxtVVVUYNmzYeb9z3G43+vv74XK50N/f752E3dTUhP7+fu8idrE4OVvOEpq6uroBc+GGSriNHDkSu3btQnt7O95++23cfvvt2LBhg89BPAN4iTIzM/0K4Ht6eoI8otDx9JYfyrx58zBv3ryA9n/s2DHce++9iqqBXrt2LR555JGAV3lUq9VDBlZS+qmHi1qtDrjEwuVyxeQXSjAdPnwYJ0+elFxLfCZPOU1GRga+/PLLkH3WCYKAESNG4LrrrkNubq7spVoNDQ1Yu3at4ic9KllmZqbkyddutxsHDhxQbOvIwRw6dAhjxoxBamoqbDYb3G43Wltb4Xa70dTUBJvNhp6eHrS3t6OzsxNOpxNut1sR3aOUKDEx0edmFjqdzjuJdeLEidi+fTuefvpp/P3vf/dpewbwEnhq8nzlWZgp0pjN5oACzhMnTgz5IaDRaHDrrbcGVPIhiiJWrlyJr7/+2u9tw6mhoQEffPAB7r777oC2t1gsKCoqivjOHv4QRZGZywhis9mwadMmXH/99ZIzmmcyGAy4+uqrMWnSJKxfvx779+9HV1eXrM/hIQgCMjIyMG3aNEyaNEm2cpnTdXR04I033lBUEiEajRo1SnL7066urqDO9QqX/v5+fPDBBzCZTGhra4Pb7fYG8uSbSOkD72+VBgN4CQRB8Ks1mafGLNKMGDECaWlpfm+3Z8+eIV/PpEmTMHPmzIDGtG3bNvzXf/1XQNuGk9vtxrp16wIO4PV6PSZPnjxoAJ+QkBDQv5XT6QzbsafRaAKewBzOcUezr776CuPHj5e8IM65qFQqZGRk4Hvf+x5OnjyJnTt3Ytu2bejo6JD8JScIAlJSUpCbm4tx48ahtLRU1nU6TtfX14e3336bfbHDLC4uDoWFhZL3U11dHVUlrKfr6OjglUoJwhHAP/LII5gzZw5yc3PR1dWFVatW4fPPP8dHH33k8z4YwBOmTZsWUI36UAthCIKAO++8M6AetQ6HA3/4wx8Um/XavXs3WltbA+p77nK5hlzOWq/XBxSwNDU1KfLvqdRxRzqXy4Uvv/wSRUVFstbCn06lUiErKwvXXHMNpk2bhiNHjmDfvn3eOmSHw3HeLz2VSgWj0Yjk5GRkZGRg9OjRKC0tRVxcXFC7GnV3d+P111+P2La1sWT48OGSe513d3dj165d8gyISAYnT57EggUL0NDQALPZjHHjxuGjjz7yK+nJAF4Co9HoVza0sbEx4uootVotSktL/d6ut7d3yNn8eXl5uPrqqwMa07vvvosPP/wwoG0jwbFjx3D48GFcfPHFfm/rdruHbPeYk5MTUKmAHBmGQCUkJAS8CmtHR0fU1axGiv379+PYsWMYPnx4UJ/Hc6WyvLwcEyZMgM1mQ0tLCxobG9HU1ISenh709fUhLS0NDocDx44dQ1ZWFiwWCywWC1JSUhAfHx/UdSpO53A48Oabb7LjTARQq9UYPXq05Hk/x48fR3d3t0yjomgTjgz8Cy+8IOn5AAbwksTHx/uVZW1ubo64AH7ChAmYPHmy39tVVlYOWU94xRVXBFQ20drail/+8pcR93fyh9vtRnt7e0DbelbD27Zt2zl/HxcXF1DG9NixYyEtRdHr9VCpVEhKSsJ1110X8EI6DQ0NDOCDxG6349///jfuuuuukLX4FAQBBoMBw4YNw7BhwwD83xefJ0g78+dQstvtWL9+Pfbu3Rvy56az5eTkBFQyeDqn08mTMRpSpNTA+4sBfAg1NjZGVC/z9PR0/PSnPw3oy3vHjh2DLlpkMBiwYMGCgL6AP/roIxw+fNjv7SKJy+XC119/jdmzZwe0bTAmOnd1dcl27Gk0GgiCAJVKhdTUVMTHx2PkyJEYNWoU1Go1BEFAQUEB9Ho94uLiJC1hr4T2oUpWVVWFjRs3YubMmWFbaOvMz4lwdVnq7u7GqlWrUFFRwQmAEUAQBAwfPlzyROumpqbztjsmUiIG8BL4+0UzVM14qOl0OvzkJz/B2LFj/d7W5XINuSBVdnY2xo8f7/d+u7u78fTTT0dFxrWvry+g7URRHHI111AEN55WlUajEXq9HklJScjIyIBWq8Xo0aMxatQoaDQaqNVqpKenQ61WB23xD7kWKaFzE0UR69atQ3p6OiZMmBDu4YRNV1cXa94jTHp6uk+TrE9PTPT398Nms3nbKDqdTuzZsycqvlMoeJiBj0GFhYWyLxgSCiqVCjfffDOuu+66gALChoYGbNy4cdDfT58+PaDlyz/77DPs3r3b7+0i0bZt2+B2u/3Oarrd7iGzf56esf7SarUQBMH7IaPT6WAwGBAXF+etM/asclhYWAiTyYSUlBSYTCZotdqwrc7HutXg8yxAlpycLEu3D6Wpq6vDqlWrhpw8TqE3fPhwb1s9z+dWd3e39wplUlISmpqa0NjY6C0P7Orqgs1m45U78gsD+BhkNBqD1sEhWLRaLW6++Wb853/+Z8BB2aZNmwat8Var1QGdGDgcDixfvjxq2nzFxcUFdHJktVqHLKHxdYGIM02dOhVpaWneD5nExESkpaVBp9MhPj4eKpUqIheIiqaFzyJZe3s7Vq9ejTvuuCPg+QpKI4oiKioqsHr1ajQ3N4d7OHSGw4cPo7KyEm632xuQO51O2O32MI+MKDIwgA8RURQDLquQS2pqKhYvXox58+YFvOhJZ2cnXnvttUHPNnNzczFlyhS/97tv3z588cUXAY0pEpWXlwcUELtcrkEnm2q12oA7hiQmJmLixIkBbRsuNpuNJTQhdPToUbz88su47bbboj6Idzgc2LFjB955552oSRpEG7aPpVBhBj4GFRYW+hykOZ3OsNVXms1mTJ06Fffeey9KS0slZVrXrVs3ZPvI8ePHIzU11e/9fvDBB1FVLhHoJVy73T7oB4EgCGErZQkHh8OBzs7OcA8jphw5cgQvv/wyFixYEFAZXKQTRREtLS14//33sWvXLtZGExED+FiUlZXl82NdLlfI6vJ0Oh1MJhOKioowdepUXH311cjJyZE8m7+xsRHPP//8kDXaU6ZM8fsEobu7G2vXrpU0tkgT6L/13r17By0b8XR+IQqmI0eO4Pnnn8cPfvADpKenR2RpVSB6e3uxdetWfPrpp1y1kogUjwF8iHhmxEul1+u9dfcWiwV5eXnIz88HcKpnbl5eHsxmM/Ly8pCcnCw5aPcQRRHvvvvukMuK63Q6XHHFFX7v+8CBA1G3Sl6gKwc6nc5Bz+TT0tKQnp4uZViKYrPZmCENk/r6evz1r3/FrFmzcPHFF8v2ORIObrcb1dXVWLt2LY4dOxZRrXyJKPyYgY8xGo3Gr44NWq3Wp7pzlUoFg8GA9PR0aLVajBo1ClqtFgUFBcjOzsbw4cO9fbVTU1MDXtjHX9XV1Xj55ZeHzL6bTKaAFt1wOp0M1P7XUKuwqtXqmMrAnzx5kiU0YdTW1oa3334bVVVVuOaaa5CSkqKobLwoimhqasJXX32FL7/8UtGLwxFR8DCAjzGeRWx8pdFocMUVV8BqtUKlUmHEiBHQ6/Xe3+t0OlxwwQXIyclBYWEhsrOzvcF8uL80u7u7sWTJkvNOKBw2bBgsFovf+6+oqIi6AD6QWnWXyzXkRF6LxaLoTKi/5PhQJWmcTid27NiBmpoaXH311Rg9ejTi4+PD/pk0FFEU0djYiK+//hpfffVVwKsiExFFstiJBmSmUqn8yoYKgoC77roLt956K4BTJRZnbh+JX4oulwuvvfYatm7det7HlpeX+72qqyiKeOedd6IqUFOr1bjooov83q6vrw/79+8f9PcpKSmKa1tK0aGlpQWvvfYaUlNTMXXqVEyePBlGozHcwxrA4XCgrq4O27ZtQ0VFBa/eEJFPmIGPMUlJSX53adBqtZKWlQ81l8uFd999F88884xPB+e0adP8fo6enp4hy0aUKDU1FSNGjPB7u9raWhw/fjwII1Kmo0ePckn7COJ2u9HU1IR3330X+/btw2WXXYaSkhK/T9qDMaYjR45gx44dOHbsmCxzjYgodjCAjzHx8fEBT1RUAlEU8f7772PJkiU+90k+vSTIVz09PVEXtCYlJQV0orZ///4h1wqIxrZ+gxFFccgJ0xReR44cQXV1NTIzM3HJJZeguLgY6enpUKvVQb2S6FmZs6urCydOnMDWrVtx5MiRAat1EhHFAgbwdBaXy4XPPvsMjz/+uM+LT+n1ehQUFPj9XCdPngz7AldyGzNmTEAnd5s2bRoy4+zpNhStRFFEd3c3WltbsXXrVmzYsCHcQ6IhuN1uNDQ04F//+hfi4+ORmpqKsrIylJSUIC0tDQkJCZJKvkRRhNvtRnd3N5qamtDY2IgjR46grq4O7e3tcDgcvEJDRJIxAx9jonVCodvtxltvvYXf//73fi1jn5mZiaKiIr+fL9q+hFUqFa644gq/s5DnW+hLpVKFtVRBCs8qxG6327u6qufDrqamBs3Nzeju7kZbWxtqamrQ0dHBjiEK09vbi97eXtTV1WHdunWIi4tDZmYmCgsLvZ2yUlNTkZCQgNTU1LMmebe0tHiv9NXV1aG/vx8NDQ1ob29Hc3Mz+vr6om6iOxFFhpgJ4I8fP46f/exn+PDDD9HX14eSkhK88MILKC8vB3DqRfz617/GihUr0NbWhosvvhh//etfMWbMGO8+bDYbHn74Ybzxxhvo6+vDlVdeieeeew45OTnyvbIgKyoqglarDfcwZNXd3Y1//OMfWLlypV/BO3Cqy04g2bampqaoCtbS0tIwb948v7fbv38/tmzZMujvDQYDcnNzpQxNdp5VYx0OB5qamuB2u9HX14eamhoApz4Lqqur0dHRgbq6Om9f99MnF0bTyRud4nK50N3dje7ublRVVXnvFwQBgiDAaDSeNYG/t7fXW7vOUhgiovPzK4Bva2vDJZdcgunTp+PDDz9ERkYGqqqqkJSU5H3ME088gSeffBIvvfQSSkpK8Pjjj2PmzJmorKyEyWQCACxatAjvvfceVq1ahdTUVDz00EOYO3cudu7cqZguG+PGjQv3EGTjdruxc+dO/O1vf8MXX3wR0BdoSkoKEhMTgzA6ZZk6dSqGDRvm93Zbtmw570lTKLoUeYKo/v5+dHV1weVyoaamBna7HSdPnvQGZp4a9f7+fjidTrS2tgI4dSwxU0rn4slydXV1hXsoREReMZGB/8Mf/oDc3Fy8+OKL3vtOr3sWRRFPPfUUHn30UVx//fUAgJUrVyIzMxOvv/467rnnHnR0dOCFF17AK6+8ghkzZgAAXn31VeTm5uKTTz7B7NmzZXhZwRcNC+q43W5YrVasWrUKr776Kr9YJdJoNLj11lv9Pgnt6+vDG2+8MeQHgByLOHkC687OTm/3js7OTrhcLlRWVqKnpweHDx+G2+1GT08P2traACCqrpAQERGdLiYC+LVr12L27Nm48cYbsWHDBgwbNgz3338/7rrrLgCn6lmtVitmzZrl3Uav1+Oyyy7D5s2bcc8992Dnzp1wOBwDHpOdnY2ysjJs3rz5nAG8zWYb0AmF/X2lcTgc2L9/P1avXo2PP/4YLS0tvGwtg+HDh2P69Ol+b3fgwAFs27ZtyMdkZmYOuNJ1Jk8m3OVy4cSJE3C73RBFEUeOHEFfXx+am5tx/PhxuFwu739tNhvsdrvf4yUiIqLw8iuAr66uxvLly7F48WI88sgj2LZtG3784x9Dr9fjtttu867UmZmZOWC7zMxMHDt2DABgtVqh0+nOaomXmZk56Eqfy5Ytw69//Wt/hhpUnhVSlcLlcsFut6OhoQGbNm3C+vXrsWvXrojIrA4fPhwmk0nxJ2UajQYPPvigX6vzenzwwQfo7e0d8jFNTU1Ys2bNgOOuv78fhw4dgsvlQkNDA3p6euB2u9HR0eE9IWONORER0dCUmMT0K4B3u92YOHEili5dCgC48MILsW/fPixfvhy33Xab93Fn1uqKonje+t2hHvOLX/wCixcv9v7c2dkZ1gl9BoMBJSUlYXv+M51ed9zb24uOjg4A8E4g3LBhA/bt24fm5uaIC5RTUlKiIoDPysrCzTff7Pd2DocDH3300Xkf19HRMaB0jYiIiKSLiRKarKwsjB49esB9paWlePvttwGcaq0InMqyZ2VleR/T2NjozcpbLBbY7Xa0tbUNyMI3NjZi6tSp53xevV4f0CJBwWI0GkMyHs9BJYoiOjo6YLfbUVVVBYfDAQCor69HbW0tWltbvd0eurq60NTUBADerh+RLDk5GSUlJYpezEkQBPz4xz9GWlqa39tu3LgRe/bsCcKoiIiIKFr5FcBfcsklqKysHHDfoUOHvAvMFBYWwmKxYP369bjwwgsBnGo1t2HDBvzhD38AAJSXl0Or1WL9+vW46aabAAANDQ2oqKjAE088IfkFhUJmZmZApRJn8ixU0tPTg8bGRm/m/PDhw2htbUVdXR3q6+shiiKOHTuGvr4+dHV1ec/0IumST19fH2w2m9+tNVUqFTIyMoI0qtAYMWIEbrvtNr+7xLjdbjz//POcPExERBQmMZGB/8lPfoKpU6di6dKluOmmm7Bt2zasWLECK1asAHAqE7lo0SIsXboUxcXFKC4uxtKlSxEfH49bbrkFAGA2m3HnnXfioYceQmpqKlJSUvDwww9j7Nix3q400cCz5LfnH7W3t9d7ouJyuVBVVYWTJ0+it7cX1dXV6Ozs9K5I6pmAqCS1tbVobGz0ewVSQRBw991341//+lfEXy04F7VajYULFwZ0ErJ37158/PHHQRgVERER+SImAviLLroIq1evxi9+8Qv85je/QWFhIZ566inceuut3sf89Kc/RV9fH+6//37vQk7r1q3z9oAHgL/85S/QaDS46aabvAs5vfTSS4rpAd/R0YGKigqkpaXBarV6J9+2tbXhwIEDAE6Vrxw4cMA7ibCvrw8tLS1R2/XD4XCgubkZw4cP93tbi8UCo9GoyDr46dOn40c/+lFA27711ltob2+Xd0BEREQU9QRRaalenJrEajabwzoGvV4PjUYDu93urUmPda+99pr3Sos/XC4XbrjhBrz77rtBGFXwpKen48MPP/SuQuyPmpoaTJ8+3dudiYiIKFp1dHRE3GKPnljy+uuv97v890wOhwPvvPNOSF+n8lcjChObzYaenh4G76fxrOLpL7VajTvuuAM6nU7mEQWPwWDAr371K0yYMCGg7f/2t78xeCciIgqz0xuGSLmFGgN4ks3mzZsD3nbmzJm45JJLZBxN8KhUKvzwhz/Efffd5/fEVeDUfIFVq1YFYWREREQUCxjAk2y2bt0a8OJQcXFxWLRokeTLWKEwa9Ys/P73vw9ozobb7cbjjz+O2traIIyMiIiI/MEMPMW8vr4+SSt/zpo1CzfccIOMI5JfWVkZnnnmmYBr3Hbu3Im33npL5lERERFRIBjAU8xraGjAwYMHA97eYDDgt7/9LYYNGybjqOSTnp6OP//5zygqKgpo+87OTvzsZz9j5xkiIiKShAE8yaazsxP/+te/JO2jqKgIP//5z2EwGGQalTwsFgteeuklzJo1K+B9vP7669iwYYOMoyIiIiIpmIEnAvDFF1+gu7tb0j7uu+8+LFiwQKYRSVdeXo6PPvoIV199dcD7OHr0KH73u99JKjEiIiIieTGAJwKwZcsW7Ny5U9I+1Go1fvOb32DOnDkyjSowKpUKM2bMwKpVqzB+/PiA9+N0OrF06VLU19fLODoiIiKKVQzgSVZOpxNvvvmm5LNRi8WCp59+OmytJQ0GA+666y688847Ade8A6cWqXruuefwyiuvyDg6IiIikgMz8ET/68svv5RcRgMAxcXFeOutt3DzzTcH1LIxEIIgICMjA3/84x/x7LPPwmQySdrfV199hUcffTTg9ppEREQUPAzgif7Xvn378N5778myr6ysLPzjH//A73//eyQlJcmyz8HExcXhgQcewNatW7Fw4UJoNBpJ+6usrMSiRYtkOZkhIiIi8mAAT7JzuVxYunQpGhoaZNlfQkICFi9ejPfeew+zZ8+WPRtvMBgwc+ZMvPnmm/jzn/+MgoKCgFZYPd3Jkyfx8MMPS54PQERERMHDDDzRafbv34+XXnpJtv2pVCpceumleOedd/Cvf/0L8+fPR1xcXMD7EwQBZrMZ8+bNwz//+U+sWbMG1157rSwrwfb29uJXv/oV/v3vf0veFxEREQWPUgN4aTUCRIMQRRErVqzA7bffjuzsbNn2Gx8fj/nz52PGjBk4dOgQ3njjDdTX1+PTTz9FU1PTkG8ivV6PwsJCTJw4EZMmTcI111yD3NxcWYJ2j97eXjz88MN44YUXZNsnERER0ekYwFPQHDt2DC+99BIeeeQR2fedkJCACRMmYMKECRBFEUePHsWmTZuGrDcfMWIEpk6dCqPRKLlE5lw8wfuKFSvgcrlk3z8RERHJS44MOjPwFFVEUcRf//pXzJ8/H6NHjw7a8wiCgMLCQhQWFgbtOc7HE7z//e9/52JNRERECqHUAJ418BRUJ06cwE9/+lO0tbWFeyhB09fXh8cff5zBOxEREYUEA3gKug8++ABLliyJyrKS5uZmLF68GH/84x8ZvBMRESlMOCaxLlu2DBdddBFMJhMyMjIwf/58VFZW+rUPBvAUdKIo4oUXXsBrr70WlstMwVJbW4tvf/vb+Pvf/w6n0xnu4RAREZGfwhHAb9iwAQsXLsSWLVuwfv16OJ1OzJo1Cz09PT7vgzXwFBI9PT144IEHYDKZMH/+/KBMIg2lTZs24Sc/+Ql27NgR7qEQERGRgnz00UcDfn7xxReRkZGBnTt34lvf+pZP+2AATyHT1dWFu+66Cy6XCzfccIMig/ju7m7885//xC9/+UucOHEi3MMhIiIiCeScxNrZ2Tngfr1eD71ef97tOzo6AAApKSk+PydLaCikWlpa8OMf/xhr1qxRVE282+3GN998g+985zu4++67GbwTERFFCbnKZ3Jzc2E2m723ZcuW+fTcixcvxqWXXoqysjKfx8wMPIVcQ0MDFixYgLvvvhuPP/444uPjwz2kITU0NOCZZ57B3/72t6jupkNERESBq6urQ2JiovdnX7LvDzzwAPbs2YNNmzb59VwM4Cksenp68F//9V84dOgQnn32WRQUFIR7SGdpaGjASy+9hBUrVuDYsWNRNQGXiIiI5C2hSUxMHBDAn8+DDz6ItWvXYuPGjcjJyfHrORnAU9i4XC68//77OHjwIH77299i/vz5iIuLC+uY3G43Tpw4gVdffRV///vfGbgTERFFsXAs5CSKIh588EGsXr0an3/+eUALUbIGnsKuqqoKP/zhDzFnzhxs2rQpLLXxTqcTe/fuxX333YeLL74YjzzyCI4ePcrgnYiIiGS1cOFCvPrqq3j99ddhMplgtVphtVrR19fn8z4EUYERSmdnJ8xmc7iHQUGQlJSEadOm4aabbsINN9wQtIy8KIro7+9HfX093n77bWzcuBFbtmxhjTsREZHMOjo6/CotCQVPLDl9+nRoNNIKUpxOJz777DOfX+dgXfhefPFF/OAHP/DpOVlCQxGlvb0d7733Hj788EM8++yzuOaaazB79mwUFRXBbDZDrVYHvO/e3l7U19ejqqoKH374ITZv3ozDhw+f1faJiIiIYkO4SmikYgBPEcnpdGLr1q3YunUrfve73yEtLQ0XXnghLr/8chQUFGDEiBHIy8uDTqcbdB/V1dX48ssv0d/fj+3bt6OyshJVVVXo6uqC2+0O4ashIiIikg8DeIp4NpsNx48fx/Hjx/Hvf/8barUaGo0GWVlZQ172slqt6O7uDuFIiYiISEnCkYGXAwN4UhyXywWXy4WjR4+GeyhERESkYEoN4NmFhoiIiIhIQZiBJyIiIqKYpNQMPAN4IiIiIopJSg3gWUJDRERERKQgzMATERERUUxSagaeATwRERERxSSlBvAsoSEiIiIiUhBm4ImIiIgoJik1A88AnoiIiIhiklIDeJbQEBEREREpCDPwRERERBSTlJqBV2QAH44/FBERERH5L5LjNqUG8IosoWlpaQn3EIiIiIjIB11dXeEeQtRRZAY+JSUFAFBbWwuz2Rzm0VCk6OzsRG5uLurq6pCYmBju4VAE4DFB58Ljgs6Fx4X8RFFEV1cXsrOzwz2UQSk1A6/IAF6lOnXhwGw2801GZ0lMTORxQQPwmKBz4XFB58LjQl6RnmhVagCvyBIaIiIiIqJYpcgMPBERERGRVErNwCsygNfr9Xjssceg1+vDPRSKIDwu6Ew8JuhceFzQufC4iF2R3CVnMIKoxFETEREREQWos7MTZrMZ5eXlUKvVkvblcrmwc+dOdHR0hGz+hCIz8EREREREUrGEhoiIiIhIQZQawLMLDRERERGRgjADT0REREQxSakZeAbwRERERBSTlBrAK7KE5rnnnkNhYSEMBgPKy8vxxRdfhHtIFCRLliyBIAgDbhaLxft7URSxZMkSZGdnIy4uDpdffjn27ds3YB82mw0PPvgg0tLSYDQaMW/ePNTX14f6pVCANm7ciGuvvRbZ2dkQBAFr1qwZ8Hu5joG2tjYsWLAAZrMZZrMZCxYsQHt7e5BfHQXqfMfFD37wg7M+OyZPnjzgMTwuosuyZctw0UUXwWQyISMjA/Pnz0dlZeWAx/DzgqKF4gL4N998E4sWLcKjjz6Kb775BtOmTcOcOXNQW1sb7qFRkIwZMwYNDQ3e2969e72/e+KJJ/Dkk0/i2Wefxfbt22GxWDBz5kx0dXV5H7No0SKsXr0aq1atwqZNm9Dd3Y25c+fC5XKF4+WQn3p6ejB+/Hg8++yz5/y9XMfALbfcgl27duGjjz7CRx99hF27dmHBggVBf30UmPMdFwBw1VVXDfjs+OCDDwb8nsdFdNmwYQMWLlyILVu2YP369XA6nZg1axZ6enq8j+HnBZ3Jk4GXegvHwBVl0qRJ4r333jvgvlGjRok///nPwzQiCqbHHntMHD9+/Dl/53a7RYvFIv7+97/33tff3y+azWbxb3/7myiKotje3i5qtVpx1apV3sccP35cVKlU4kcffRTUsZP8AIirV6/2/izXMbB//34RgLhlyxbvY7766isRgHjw4MEgvyqS6szjQhRF8fbbbxevu+66QbfhcRH9GhsbRQDihg0bRFHk5wUN1NHRIQIQx44dK15wwQWSbmPHjhUBiB0dHSEbv6Iy8Ha7HTt37sSsWbMG3D9r1ixs3rw5TKOiYDt8+DCys7NRWFiI7373u6iurgYA1NTUwGq1Djge9Ho9LrvsMu/xsHPnTjgcjgGPyc7ORllZGY+ZKCDXMfDVV1/BbDbj4osv9j5m8uTJMJvNPE4U7PPPP0dGRgZKSkpw1113obGx0fs7HhfRr6OjAwCQkpICgJ8XFF0UFcA3NzfD5XIhMzNzwP2ZmZmwWq1hGhUF08UXX4yXX34ZH3/8MZ5//nlYrVZMnToVLS0t3n/zoY4Hq9UKnU6H5OTkQR9DyiXXMWC1WpGRkXHW/jMyMnicKNScOXPw2muv4dNPP8Wf//xnbN++HVdccQVsNhsAHhfRThRFLF68GJdeeinKysoA8POCzk1UaAmNIrvQCIIw4GdRFM+6j6LDnDlzvP8/duxYTJkyBSNGjMDKlSu9E9ICOR54zEQXOY6Bcz2ex4ly3Xzzzd7/Lysrw8SJE5Gfn4/3338f119//aDb8biIDg888AD27NmDTZs2nfU7fl7Q6eQIwMMRwCsqA5+Wlga1Wn3WGW5jY+NZZ9QUnYxGI8aOHYvDhw97u9EMdTxYLBbY7Xa0tbUN+hhSLrmOAYvFgpMnT561/6amJh4nUSIrKwv5+fk4fPgwAB4X0ezBBx/E2rVr8dlnnyEnJ8d7Pz8vKJooKoDX6XQoLy/H+vXrB9y/fv16TJ06NUyjolCy2Ww4cOAAsrKyUFhYCIvFMuB4sNvt2LBhg/d4KC8vh1arHfCYhoYGVFRU8JiJAnIdA1OmTEFHRwe2bdvmfczWrVvR0dHB4yRKtLS0oK6uDllZWQB4XEQjURTxwAMP4J133sGnn36KwsLCAb/n5wWdC0toQmTx4sVYsGABJk6ciClTpmDFihWora3FvffeG+6hURA8/PDDuPbaa5GXl4fGxkY8/vjj6OzsxO233w5BELBo0SIsXboUxcXFKC4uxtKlSxEfH49bbrkFAGA2m3HnnXfioYceQmpqKlJSUvDwww9j7NixmDFjRphfHfmiu7sbR44c8f5cU1ODXbt2ISUlBXl5ebIcA6Wlpbjqqqtw11134e9//zsA4O6778bcuXMxcuTI0L9oOq+hjouUlBQsWbIEN9xwA7KysnD06FE88sgjSEtLw7e//W0APC6i0cKFC/H666/j3Xffhclk8mbazWYz4uLiZPvO4HERXZRaQqO4NpKiKIp//etfxfz8fFGn04kTJkzwtoii6HPzzTeLWVlZolarFbOzs8Xrr79e3Ldvn/f3brdbfOyxx0SLxSLq9XrxW9/6lrh3794B++jr6xMfeOABMSUlRYyLixPnzp0r1tbWhvqlUIA+++wzEcBZt9tvv10URfmOgZaWFvHWW28VTSaTaDKZxFtvvVVsa2sL0askfw11XPT29oqzZs0S09PTRa1WK+bl5Ym33377Wf/mPC6iy7mOBwDiiy++6H0MPy/Iw9NGsrS0VCwrK5N0Ky0tDXkbSUEUw3HaQEREREQUHp2dnTCbzRg1ahTUarWkfblcLhw8eBAdHR1ITEyUaYRDU1wJDRERERGRHESFltAoahIrEREREVGsYwaeiIiIiGKSUjPwDOCJiIiIKCYpNYBnCQ0RERERkYIwA09EREREMYkZeCIiIiIiBREDWHX1XDd/bdy4Eddeey2ys7MhCALWrFnj1/YM4ImIiIiIQqinpwfjx4/Hs88+G9D2LKEhIiIiopgUrhKaOXPmYM6cOQE/JwN4IiIiIopZctWwd3Z2DvhZr9dDr9fLsu8zsYSGiIiIiEii3NxcmM1m723ZsmVBey5m4ImIiIgoJslZQlNXV4fExETv/cHKvgMM4ImIiIgoRskZwCcmJg4I4IOJJTRERERERArCDDwRERERxaRwdaHp7u7GkSNHvD/X1NRg165dSElJQV5e3nm3ZwBPRERERDEpXAH8jh07MH36dO/PixcvBgDcfvvteOmll867PQN4IiIiIqIQuvzyyyWdODCAJyIiIqKYFK4MvFQM4ImIiIgoJik1gGcXGiIiIiIiBWEGnoiIiIhiklIz8AzgiYiIiCgmKTWAZwkNEREREZGCMANPRERERDFJqRl4BvBEREREFJOUGsCzhIaIiIiISEGYgSciIiKimKTUDDwDeCIiIiKKSUoN4FlCQ0RERESkIMzAExEREVFMUmoGngE8EREREcUkpQbwLKEhIiIiIlIQZuCJiIiIKCYpNQPPAJ6IiIiIYpJSA3iW0BARERERKQgz8EREREQUk5SagWcAT0REREQxKxwBuFQsoSEiIiIiUhBm4ImIiIgoJsmRfWcJDRERERFRiCg1gGcJDRERERGRgjADT0REREQxSakZeAbwRERERBSTlBrAs4SGiIiIiEhBmIEnIiIiopik1Aw8A3giIiIiiklKDeBZQkNEREREpCDMwBMRERFRTFJqBp4BPBERERHFJKUG8CyhISIiIiJSEGbgiYiIiCgmKTUDzwCeiIiIiGKSUgN4ltAQERERESkIM/BEREREFJOUmoFnAE9EREREMUmpATxLaIiIiIiIFIQZeCIiIiKKSUrNwDOAJyIiIqKYpNQAniU0REREREQKwgw8EREREcUkpWbgGcATERERUUxSagDPEhoiIiIiohB77rnnUFhYCIPBgPLycnzxxRc+b8sAnoiIiIhikiiKstz89eabb2LRokV49NFH8c0332DatGmYM2cOamtrfdpeEMOR9yciIiIiCpPOzk6YzWZZ99nR0YHExESfHnvxxRdjwoQJWL58ufe+0tJSzJ8/H8uWLTvv9szAExERERFJ1NnZOeBms9nO+Ti73Y6dO3di1qxZA+6fNWsWNm/e7NNzMYAnIiIiopii0+lgsVhk219CQgJyc3NhNpu9t8Ey6c3NzXC5XMjMzBxwf2ZmJqxWq0/Pxy40RERERBRTDAYDampqYLfbZdmfKIoQBGHAfXq9fshtznz8ufYxGAbwRERERBRzDAYDDAZDyJ83LS0NarX6rGx7Y2PjWVn5wbCEhoiIiIgoRHQ6HcrLy7F+/foB969fvx5Tp071aR/MwBMRERERhdDixYuxYMECTJw4EVOmTMGKFStQW1uLe++916ftGcATEREREYXQzTffjJaWFvzmN79BQ0MDysrK8MEHHyA/P9+n7dkHnoiIiIhIQVgDT0RERESkIAzgiYiIiIgUhAE8EREREZGCMIAnIiIiIlIQBvBERERERArCAJ6IiIiISEEYwBMRERERKQgDeCIiIiIiBWEAT0RERESkIAzgiYiIiIgUhAE8EREREZGC/H/v7y72LI5TNgAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"_, bologna_labels = cv.connectedComponents(bologna_bin)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"\n",
|
|
"plt.imshow(bologna_labels, cmap='gray')\n",
|
|
"plt.colorbar();"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "fccd4605",
|
|
"metadata": {},
|
|
"source": [
|
|
"Zauważmy, że wynikowy obraz ma 8 etykiet, gdzie 0 oznacza tło, a kolejne siedem są przypisane do poszczególnych liter. Możemy wyświetlić poszczególne fragmenty obrazu dotyczące danej etykiety:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "0754cee5",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1200x700 with 8 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"bologna_n = bologna_labels.max()\n",
|
|
"\n",
|
|
"plt.figure(figsize=[12,7])\n",
|
|
"\n",
|
|
"for i in range(bologna_n+1):\n",
|
|
" plt.subplot(331+i)\n",
|
|
" plt.imshow(bologna_labels==i, cmap='gray')\n",
|
|
" plt.title(f\"Label: {i}\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "1a63dd4c",
|
|
"metadata": {},
|
|
"source": [
|
|
"Do wygodnego wyświetlenia pokolorowanych etykiet możemy użyć map kolorów. Pracując z biblioteką Matplotlib możemy wyświetlić taki obraz wprost i użyć ew. odpowiedniej [mapy kolorów](https://matplotlib.org/stable/tutorials/colors/colormaps.html), np.:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "2b02eb5f",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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|
|
"text/plain": [
|
|
"<Figure size 1700x500 with 6 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plt.figure(figsize=[17,5])\n",
|
|
"\n",
|
|
"plt.subplot(131)\n",
|
|
"plt.imshow(bologna_labels)\n",
|
|
"plt.title(\"Default\")\n",
|
|
"plt.colorbar()\n",
|
|
"plt.subplot(132)\n",
|
|
"plt.imshow(bologna_labels, cmap='gray')\n",
|
|
"plt.colorbar()\n",
|
|
"plt.title(\"Gray\")\n",
|
|
"plt.subplot(133)\n",
|
|
"plt.imshow(bologna_labels, cmap='inferno')\n",
|
|
"plt.colorbar()\n",
|
|
"plt.title(\"Inferno\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "e37f716a",
|
|
"metadata": {},
|
|
"source": [
|
|
"Biblioteka OpenCV również posiada obsługę map kolorów, co może być pomocne gdybyśmy chcieli np. wyeksportować obraz. Na początku możemy przekonwertować obraz do przedziału `[0; 255]` (znajdujemy minimalną i maksymalną wartość przy pomocy [`cv.minMaxLoc()`](https://docs.opencv.org/4.5.3/d2/de8/group__core__array.html#gab473bf2eb6d14ff97e89b355dac20707)), a następnie używamy funkcji [`cv.applyColorMap()`](https://docs.opencv.org/4.5.3/d3/d50/group__imgproc__colormap.html#gadf478a5e5ff49d8aa24e726ea6f65d15) podając wybraną [mapę](https://docs.opencv.org/4.5.3/d3/d50/group__imgproc__colormap.html#ga9a805d8262bcbe273f16be9ea2055a65) i otrzymując obraz BGR, np.:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"id": "91f86157",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"val_min, val_max, _, _ = cv.minMaxLoc(bologna_labels)\n",
|
|
"bologna_labels_norm = 255 * (bologna_labels - val_min)/(val_max - val_min)\n",
|
|
"bologna_labels_norm = np.uint8(bologna_labels_norm)\n",
|
|
"\n",
|
|
"bologna_labels_turbo = cv.applyColorMap(bologna_labels_norm, cv.COLORMAP_TURBO)\n",
|
|
"plt.imshow(bologna_labels_turbo[:,:,::-1])\n",
|
|
"plt.title(\"Turbo\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "6dac2bf4",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Kontury"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "046e4cfe",
|
|
"metadata": {},
|
|
"source": [
|
|
"W widzeniu komputerowym bardzo często chcemy nie tylko znaleźć pewne obiekty, ale również zaznaczyć ich obrys (kontury). Poniżej znajduje się kilka przykładów - będziemy co prawda działali na obrazie w skali odcieni szarości, aczkolwiek w pewnych zastosowaniach lepsze efekty dałaby praca na obrazie czarno-białym."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"id": "a785f7ff",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes = cv.imread(\"img/shapes.png\", cv.IMREAD_COLOR)\n",
|
|
"shapes_gray = cv.cvtColor(shapes, cv.COLOR_BGR2GRAY)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"\n",
|
|
"plt.subplot(121)\n",
|
|
"plt.imshow(shapes[:,:,::-1])\n",
|
|
"plt.title(\"Original\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(shapes_gray, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "fe0024db",
|
|
"metadata": {},
|
|
"source": [
|
|
"Przy pomocy [`cv.findContours()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#gadf1ad6a0b82947fa1fe3c3d497f260e0) uzyskujemy kontury obiektów oraz opcjonalną macierz opisującą ich hierarchię. Drugi parametr funkcji opisuje [sposób wyznaczania konturów](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga819779b9857cc2f8601e6526a3a5bc71), a trzeci [algorytm aproksymacji konturów](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga4303f45752694956374734a03c54d5ff)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"id": "b6b7b6fd",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"No. of contours: 11\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_contours, _ = cv.findContours(shapes_gray, cv.RETR_LIST, cv.CHAIN_APPROX_SIMPLE)\n",
|
|
"print(f\"No. of contours: {len(shapes_contours)}\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "8fb4fa32",
|
|
"metadata": {},
|
|
"source": [
|
|
"Przy pomocy [`cv.drawContours()`](https://docs.opencv.org/4.5.3/d6/d6e/group__imgproc__draw.html#ga746c0625f1781f1ffc9056259103edbc) możemy nanieść kontury na obraz. Zauważmy, że mamy tutaj oznaczone zewnętrzne i wewnętrzne kontury:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"id": "eb7fe829",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_contours = shapes.copy()\n",
|
|
"\n",
|
|
"cv.drawContours(shapes_with_contours, shapes_contours, -1, (255,255,0), 2)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_contours[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "bbe70d91",
|
|
"metadata": {},
|
|
"source": [
|
|
"Możemy również ograniczyć się tylko do zewnętrznych konturów (parametr `cv.RETR_EXTERNAL`):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"id": "dfab04dc",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"No. of contours: 9\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_contours, _ = cv.findContours(shapes_gray, cv.RETR_EXTERNAL, cv.CHAIN_APPROX_SIMPLE)\n",
|
|
"print(f\"No. of contours: {len(shapes_contours)}\")\n",
|
|
"shapes_with_contours = shapes.copy()\n",
|
|
"\n",
|
|
"cv.drawContours(shapes_with_contours, shapes_contours, -1, (255,255,0), 2)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_contours[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "0e0a0799",
|
|
"metadata": {},
|
|
"source": [
|
|
"Poniżej mamy zaznaczony obrys konturu wybranego obiektu, np. o indeksie 5:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"id": "5756eaeb",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_contours = shapes.copy()\n",
|
|
"\n",
|
|
"cv.drawContours(shapes_with_contours, shapes_contours, 5, (255,255,0), 2)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_contours[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "05e6211d",
|
|
"metadata": {},
|
|
"source": [
|
|
"Poniżej możemy zobaczyć jak przy pomocy tzw. [momentów](https://en.wikipedia.org/wiki/Image_moment) są wyliczane środki ciężkości poszczególnych konturów. Każdy kontur jest również opisany żółtą etykietą liczbową, ale w związku z tym, że czasem mamy kontur zewnętrzny i wewnętrzny blisko siebie, to niektóre etykiety nakładają się na siebie. Dodatkowo, tym razem kontury wykryjemy z informacją o drzewiastej hierarchii (parametr `cv.RETR_TREE`, za chwilę opiszemy co tam się znajduje)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"id": "2315e142",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_contours, shapes_hierarchy = cv.findContours(shapes_gray, cv.RETR_TREE, cv.CHAIN_APPROX_SIMPLE)\n",
|
|
"shapes_with_contours = shapes.copy()\n",
|
|
"\n",
|
|
"cv.drawContours(shapes_with_contours, shapes_contours, -1, (255,255,0), 2)\n",
|
|
"\n",
|
|
"for idx, contour in enumerate(shapes_contours):\n",
|
|
" M = cv.moments(contour)\n",
|
|
" x = int(round(M[\"m10\"]/M[\"m00\"]))\n",
|
|
" y = int(round(M[\"m01\"]/M[\"m00\"]))\n",
|
|
" \n",
|
|
" cv.circle(shapes_with_contours, (x,y), 5, (255,255,255), -1)\n",
|
|
" cv.putText(shapes_with_contours, str(idx), (x+10, y+10), cv.FONT_HERSHEY_SIMPLEX, 1, (0, 200, 255), 2)\n",
|
|
" \n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_contours[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "07e0820a",
|
|
"metadata": {},
|
|
"source": [
|
|
"W zmiennej `shapes_hierarchy` mamy macierz opisującą hierarchię konturów. Dla każdego wiersza (konturu) kolejne kolumny opisują odpowiednio: indeks następnego konturu, indeks poprzedniego konturu, indeks pierwszego dziecka oraz indeks rodzica (wartość ujemna oznacza, że dane pole nie ma zastosowania)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"id": "894b7fb1",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[[[ 1 -1 -1 -1]\n",
|
|
" [ 2 0 -1 -1]\n",
|
|
" [ 3 1 -1 -1]\n",
|
|
" [ 5 2 4 -1]\n",
|
|
" [-1 -1 -1 3]\n",
|
|
" [ 6 3 -1 -1]\n",
|
|
" [ 7 5 -1 -1]\n",
|
|
" [ 8 6 -1 -1]\n",
|
|
" [ 9 7 -1 -1]\n",
|
|
" [-1 8 10 -1]\n",
|
|
" [-1 -1 -1 9]]]\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print(shapes_hierarchy)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "9311c0d9",
|
|
"metadata": {},
|
|
"source": [
|
|
"Przy pomocy [`cv.contourArea()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga2c759ed9f497d4a618048a2f56dc97f1) i [`cv.arcLength()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga8d26483c636be6b35c3ec6335798a47c) możemy policzyć odpowiednio pole powierzchni i obwód kształtu:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"id": "a00e03ce",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Contour id 0: area = 1063.0, perimeter = 161.4\n",
|
|
"Contour id 1: area = 8017.5, perimeter = 390.0\n",
|
|
"Contour id 2: area = 375.0, perimeter = 133.0\n",
|
|
"Contour id 3: area = 1750.0, perimeter = 170.0\n",
|
|
"Contour id 4: area = 556.0, perimeter = 95.7\n",
|
|
"Contour id 5: area = 2917.0, perimeter = 244.7\n",
|
|
"Contour id 6: area = 729.5, perimeter = 185.6\n",
|
|
"Contour id 7: area = 1922.0, perimeter = 175.7\n",
|
|
"Contour id 8: area = 380.5, perimeter = 73.4\n",
|
|
"Contour id 9: area = 2596.5, perimeter = 191.6\n",
|
|
"Contour id 10: area = 407.0, perimeter = 75.6\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"for idx, contour in enumerate(shapes_contours):\n",
|
|
" area = cv.contourArea(contour)\n",
|
|
" perimeter = round(cv.arcLength(contour, True), 1)\n",
|
|
" print(f\"Contour id {idx: >2}: area = {area: >6}, perimeter = {perimeter: >5}\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "3873897e",
|
|
"metadata": {},
|
|
"source": [
|
|
"Dla znalezionych kształtów często chcemy wyznaczyć ramkę ograniczającą i możemy to zrobić na kilka sposobów. Poniżej przy pomocy [`cv.boundingRect()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga103fcbda2f540f3ef1c042d6a9b35ac7) i [`cv.rectangle()`](https://docs.opencv.org/4.5.3/d6/d6e/group__imgproc__draw.html#ga07d2f74cadcf8e305e810ce8eed13bc9) nanosimy prostokąty:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 23,
|
|
"id": "54160020",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_bb = shapes_with_contours.copy()\n",
|
|
"for contour in shapes_contours:\n",
|
|
" x,y,w,h = cv.boundingRect(contour)\n",
|
|
" cv.rectangle(shapes_with_bb, (x,y), (x+w,y+h), (255,0,255), 2)\n",
|
|
" \n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_bb[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "38d0f1f2",
|
|
"metadata": {},
|
|
"source": [
|
|
"Czasami wygodniej jest umieścić minimalny obrys prostokąta, co możemy uzyskać przy pomocy [`cv.minAreaRect()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga3d476a3417130ae5154aea421ca7ead9) i [`cv.boxPoints()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#gaf78d467e024b4d7936cf9397185d2f5c):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 24,
|
|
"id": "9184cd42",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
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"<Figure size 1000x500 with 1 Axes>"
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]
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|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_bb = shapes_with_contours.copy()\n",
|
|
"for contour in shapes_contours:\n",
|
|
" rect = cv.minAreaRect(contour)\n",
|
|
" box_points = np.int0(cv.boxPoints(rect))\n",
|
|
" cv.drawContours(shapes_with_bb, [box_points], -1, (255,0,255), 2)\n",
|
|
" \n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_bb[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "e3c9d01b",
|
|
"metadata": {},
|
|
"source": [
|
|
"Poniżej mamy przykład z okręgiem przy pomocy [`cv.minEnclosingCircle()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#ga8ce13c24081bbc7151e9326f412190f1):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 25,
|
|
"id": "16f9d71b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_bb = shapes_with_contours.copy()\n",
|
|
"for contour in shapes_contours:\n",
|
|
" (x,y), radius = cv.minEnclosingCircle(contour)\n",
|
|
" cv.circle(shapes_with_bb, (int(x),int(y)), int(round(radius)), (255,0,255), 2)\n",
|
|
" \n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_bb[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "8128584a",
|
|
"metadata": {},
|
|
"source": [
|
|
"Możemy również umieścić elipsy przy pomocy [`cv.fitEllipse()`](https://docs.opencv.org/4.5.3/d3/dc0/group__imgproc__shape.html#gaf259efaad93098103d6c27b9e4900ffa), ale w tym przypadku kontur musi składać się z co najmniej 5 punktów:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 26,
|
|
"id": "dfee5d44",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1000x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"shapes_with_bb = shapes_with_contours.copy()\n",
|
|
"for contour in shapes_contours:\n",
|
|
" if len(contour) < 5:\n",
|
|
" continue\n",
|
|
" ellipse = cv.fitEllipse(contour)\n",
|
|
" cv.ellipse(shapes_with_bb, ellipse, (255,0,255), 2)\n",
|
|
" \n",
|
|
"plt.figure(figsize=[10,5])\n",
|
|
"plt.imshow(shapes_with_bb[:,:,::-1]);"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "de2ca7bf",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Wykrywanie obszarów/plam\n",
|
|
"\n",
|
|
"Do wykrywania obszarów/plam (ang. *blobs*) posiadających wspólne cechy (np. rozmiar, kształt, wartości pikseli) możemy użyć [`cv.SimpleBlobDetector_create()`](https://docs.opencv.org/4.5.3/d0/d7a/classcv_1_1SimpleBlobDetector.html#a1d7a06c8b8749207a978e42cd8d0cdf6), a następnie używamy metody `detect()`. W poniższym przykładzie użyjemy domyślnych wartości detektora."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 27,
|
|
"id": "1bb452fb",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1500x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"blobs_gray = cv.imread(\"img/blobs.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
" \n",
|
|
"blob_detector = cv.SimpleBlobDetector_create()\n",
|
|
"\n",
|
|
"keypoints = blob_detector.detect(blobs_gray)\n",
|
|
"\n",
|
|
"blobs_color = cv.cvtColor(blobs_gray, cv.COLOR_GRAY2BGR)\n",
|
|
" \n",
|
|
"for kp in keypoints:\n",
|
|
" x, y = kp.pt\n",
|
|
" x = int(round(x))\n",
|
|
" y = int(round(y))\n",
|
|
"\n",
|
|
" radius = int(round(kp.size/2))\n",
|
|
"\n",
|
|
" cv.circle(blobs_color, (x,y), radius, (0,0,255), 3)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[15,5])\n",
|
|
"plt.subplot(121)\n",
|
|
"plt.imshow(blobs_gray, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(blobs_color[:,:,::-1])\n",
|
|
"plt.title(\"Blobs\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "7f8071d0",
|
|
"metadata": {},
|
|
"source": [
|
|
"Parametry ustawia się poprzez atrybuty obiektu zwracanego przez [`cv.SimpleBlobDetector_Params()`](https://docs.opencv.org/4.5.3/d8/da7/structcv_1_1SimpleBlobDetector_1_1Params.html). Po ustawieniu parametrów obiekt z parametrami przekazuje się jako argument `cv.SimpleBlobDetector_create()`.\n",
|
|
"\n",
|
|
"Detektor działa następująco:\n",
|
|
"\n",
|
|
"1. Obraz źródłowy jest przekształcany do obrazów binarnych poprzez progowanie z wartościami odcięcia od `minThreshold` do `maxThreshold` z krokiem `thresholdStep`.\n",
|
|
"2. Dla każdego obrazu binarnego znajdowane są połączone komponenty przy pomocy `cv.findContours()` oraz obliczane są współrzędne ich środków.\n",
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"3. Środki z kilku obrazów binarnych są grupowane na podstawie ich współrzędnych. Te, które znajdują się blisko siebie, odpowiadają jednej plamie/obszarowi (kontroluje się to poprzez parametr `minDistBetweenBlobs`).\n",
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"4. Na podstawie wyznaczonych wcześniej grup obliczane są końcowe współrzędne środków plam/obszarów oraz ich promienie, tak by zwrócić je jako lokalizacje i rozmiary punktów kluczowych.\n",
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"\n",
|
|
"Detektor dokonuje kilku filtracji zwracanych plam/obszarów. Poszczególne filtry ustawia się poprzez parametry `filterBy*` nadając im wartość `True` lub `False`. Można filtrować według:\n",
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"\n",
|
|
"1. koloru (`filterByColor = True`), tj. następuje porównanie intensywności środka plamy/obszaru z obrazu binarnego do wartości ustawionej w `blobColor`; jeśli są różne, to plama/obszar jest odfiltrowana; wartość `blobColor = 0` wyodrębnia czarne plamy/obszary, a `blobColor = 255` jasne,\n",
|
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"2. powierzchni (`filterByArea = True`), tj. plamy/obszary mają mieć powierzchnię między `minArea` a `maxArea`; np. ustawienie `minArea = 100` spowoduje odfiltrowanie plam/obszarów, których powierzchnia stanowi mniej niż 100 pikseli,\n",
|
|
"3. okrągłości (`filterByCircularity = True`), tj. miara okrągłości plamy/obszaru `4 * pi * pole powierzchni / obwód^2` ma być między `minCircularity` a `maxCircularity`; np. regularny sześciokąt ma większą okrągłość niż kwadrat; np. okrąg ma miarę `1.0`, a kwadrat ok. `0.785`,\n",
|
|
"4. inercji (`filterByInertia = True`), tj. jej wartość ma się znaleźć między `minInertiaRatio` a `maxInertiaRatio`; miara ta określa jak bardzo wydłużony jest dany kształt, np. dla okręgu wartość ta wynosi 1, dla elipsy mieści się w przedziale od 0 do 1, a dla linii wynosi 0; aby odfiltrować po inercji można ustawić `0 ≤ minInertiaRatio ≤ 1` oraz `maxInertiaRatio ≤ 1`,\n",
|
|
"5. wypukłości (`filterByConvexity = True`), tj. `pole powierzchni / pole powierzchni otoczki wypukłej` ma być między `minConvexity` a `maxConvexity`; aby odfiltrować po wypukłości można ustawić `0 ≤ minConvexity ≤ 1` oraz `maxConvexity ≤ 1`.\n",
|
|
"\n",
|
|
"Domyślne wartości parametrów są dostrojone do ekstrakcji ciemnych, okrągłych plam.\n",
|
|
"\n",
|
|
"Poniżej znajduje się przykład skonfigurowania parametrów pod kątem progu i minimalnego pola powierzchni:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 28,
|
|
"id": "08e79f26",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1500x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"params = cv.SimpleBlobDetector_Params()\n",
|
|
"params.minThreshold = 200\n",
|
|
"params.maxThreshold = 255\n",
|
|
"params.filterByArea = True\n",
|
|
"params.minArea = 2000\n",
|
|
"\n",
|
|
"blob_detector = cv.SimpleBlobDetector_create(params)\n",
|
|
"\n",
|
|
"keypoints = blob_detector.detect(blobs_gray)\n",
|
|
"\n",
|
|
"blobs_color = cv.cvtColor(blobs_gray, cv.COLOR_GRAY2BGR)\n",
|
|
" \n",
|
|
"for kp in keypoints:\n",
|
|
" x, y = kp.pt\n",
|
|
" x = int(round(x))\n",
|
|
" y = int(round(y))\n",
|
|
"\n",
|
|
" radius = int(round(kp.size/2))\n",
|
|
"\n",
|
|
" cv.circle(blobs_color, (x,y), radius, (0,0,255), 3)\n",
|
|
"\n",
|
|
"plt.figure(figsize=[15,5])\n",
|
|
"plt.subplot(121)\n",
|
|
"plt.imshow(blobs_gray, cmap='gray')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(blobs_color[:,:,::-1])\n",
|
|
"plt.title(\"Blobs\");"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "dc1e0958",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Zadanie 2\n",
|
|
"\n",
|
|
"Spróbuj wykryć i oznaczyć monety z pliku `img/coins.png`. Przykładowy wynik znajduje się poniżej (użyto schematu kolorów *inferno*, kolejność wykrytych monet nie jest istotna)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 34,
|
|
"id": "5900ec2b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Text(0.5, 1.0, 'Blobs')"
|
|
]
|
|
},
|
|
"execution_count": 34,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1700x500 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# miejsce na eksperymenty\n",
|
|
"coins = cv.imread(\"img/coins.png\", cv.IMREAD_GRAYSCALE)\n",
|
|
"coins_areas = coins.copy()\n",
|
|
"coins_blobs = coins.copy()\n",
|
|
"\n",
|
|
"_, coins_bin = cv.threshold(coins, 180, 255, cv.THRESH_BINARY)\n",
|
|
"\n",
|
|
"kernel_ellipse = cv.getStructuringElement(cv.MORPH_ELLIPSE, (2, 2))\n",
|
|
"\n",
|
|
"coins_eroded = cv.morphologyEx(coins_bin, cv.MORPH_OPEN, kernel_ellipse, iterations=5)\n",
|
|
"\n",
|
|
"coins_contours, coins_hierarchy = cv.findContours(coins_eroded, cv.RETR_LIST, cv.CHAIN_APPROX_SIMPLE)\n",
|
|
"coins_with_contours = coins_bin.copy()\n",
|
|
"\n",
|
|
"#coins_with_contours = cv.cvtColor(coins_with_contours, cv.COLOR_GRAY2BGR)\n",
|
|
"\n",
|
|
"coins_with_bb = coins_with_contours.copy()\n",
|
|
"for contour in coins_contours:\n",
|
|
" (x,y), radius = cv.minEnclosingCircle(contour)\n",
|
|
" if 30 < radius < 300:\n",
|
|
" cv.circle(coins_with_bb, (int(x),int(y)), int(round(radius)), (0,0,0), -1)\n",
|
|
"\n",
|
|
"params = cv.SimpleBlobDetector_Params()\n",
|
|
"params.minThreshold = 0\n",
|
|
"params.maxThreshold = 255\n",
|
|
"params.filterByArea = True\n",
|
|
"params.minArea = 50\n",
|
|
"params.maxArea = 1000000\n",
|
|
"# params.minDistBetweenBlobs = 100\n",
|
|
"#params.filterByCircularity = True\n",
|
|
"# params.filterByConvexity = True\n",
|
|
"# params.filterByInertia = True\n",
|
|
"\n",
|
|
"blob_detector = cv.SimpleBlobDetector_create(params)\n",
|
|
"\n",
|
|
"keypoints = blob_detector.detect(coins_with_bb)\n",
|
|
"\n",
|
|
"coins_eroded = cv.cvtColor(coins_eroded, cv.COLOR_GRAY2BGR)\n",
|
|
"\n",
|
|
"for idx, kp in enumerate(keypoints):\n",
|
|
" x, y = kp.pt\n",
|
|
" x = int(round(x))\n",
|
|
" y = int(round(y))\n",
|
|
"\n",
|
|
" radius = int(round(kp.size/2))\n",
|
|
"\n",
|
|
" cv.circle(coins_eroded, (x,y), radius, (0,0,255), -1)\n",
|
|
"\n",
|
|
"\n",
|
|
"plt.figure(figsize=[17,5])\n",
|
|
"plt.subplot(121)\n",
|
|
"plt.imshow(coins_eroded, cmap='inferno')\n",
|
|
"plt.title(\"Grayscale\")\n",
|
|
"plt.subplot(122)\n",
|
|
"plt.imshow(coins_with_bb, cmap=\"gray\")\n",
|
|
"plt.title(\"Blobs\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "55ce79c1",
|
|
"metadata": {},
|
|
"source": [
|
|
"![Wykryte monety](img/coins_detected.png)"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
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"author": "Andrzej Wójtowicz",
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"email": "andre@amu.edu.pl",
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"lang": "pl",
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"language_info": {
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"codemirror_mode": {
|
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"name": "ipython",
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"version": 3
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|
},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
|
|
"nbconvert_exporter": "python",
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|
"pygments_lexer": "ipython3",
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|
"version": "3.9.2"
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|
},
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"subtitle": "02. Operacje binarne na obrazach [laboratoria]",
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"title": "Widzenie komputerowe",
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"year": "2021"
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},
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"nbformat": 4,
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"nbformat_minor": 5
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|
}
|