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"""! @file filters.py
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@brief Filter library for the application
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@author xlanro00
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"""
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import numpy as np
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import matplotlib.pyplot as plt
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import cv2 as cv
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class filter:
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def __init__(self, input_file, output_file, img):
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self.input_file = input_file
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self.output_file = output_file
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self.img = img
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class filter_average(filter):
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def __init__(self, input_file, output_file, img):
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super().__init__(input_file, output_file, img)
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def apply(self):
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kernel = np.ones((5, 5), np.float32)/25
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dst = cv.filter2D(self.img, -1, kernel)
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plt.xticks([]), plt.yticks([])
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plt.imshow(dst)
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print("Average filter")
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class filter_blur(filter):
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def __init__(self, input_file, output_file, img):
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super().__init__(input_file, output_file, img)
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def apply(self):
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blur = cv.blur(self.img, (5, 5))
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plt.xticks([]), plt.yticks([])
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plt.imshow(blur)
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print("Blurring filter")
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class filter_gaussian(filter):
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def __init__(self, input_file, output_file, img):
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super().__init__(input_file, output_file, img)
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def apply(self):
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blur = cv.GaussianBlur(self.img, (5, 5), 0)
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plt.xticks([]), plt.yticks([])
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print("Gaussian filter")
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"""! @file main.py
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@brief Main file for the application
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@author xlanro00
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"""
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# Import libraries
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import argparse as ap
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import json
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import numpy as np
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import matplotlib.pyplot as plt
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# Import custom image filter library
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import filters as flt
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parser = ap.ArgumentParser(prog='main.py',
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description='loads and stores image')
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parser.add_argument("-i", "--input_file", help="Input file", required=True)
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parser.add_argument("-o", "--output_file", help="Output file", required=True)
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parser.add_argument('-d', "--dpi", type=int, required=True)
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#parser.add_argument( '-s', '--size')
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parser.add_argument('filters', type=str, nargs='*')
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args = parser.parse_args()
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class app:
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def __init__(self, input_file, output_file, dpi, filters):
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self.input_file = input_file
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self.output_file = output_file
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self.img = plt.imread(self.input_file)
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self.dpi = dpi
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self.filters = filters
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self.apply_filters()
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def filter_factory(self, filter_name):
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if filter_name == "average":
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return flt.filter_average
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elif filter_name == "blur":
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return flt.filter_blur
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elif filter_name == "gaussian":
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return flt.filter_gaussian
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else:
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raise ValueError("Invalid filter name")
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def apply_filters(self):
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for filter in self.filters:
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filter = self.filter_factory(filter)
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filter.apply(self)
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self.save_image()
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def save_image(self):
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# Save processed image
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plt.savefig(self.output_file)
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app = app(args.input_file, args.output_file, args.dpi, args.filters)
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