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@ -7,17 +7,18 @@
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import argparse as ap
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import sys
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import json
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from datetime import datetime
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#from datetime import datetime
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# Libraries for image processing
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import numpy as np
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import matplotlib.pyplot as plt
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from PIL import Image
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#from PIL import Image
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import cv2 as cv
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# Import custom image filter library
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import filters as flt
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class apply_filters:
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def __init__(self):
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# Parse arguments from command line
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@ -34,37 +35,38 @@ class apply_filters:
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self.preset_name = self.args.config[1]
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self.config = json.load(open(self.config_file))
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self.parse_conf()
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# If no preset name given, create one from time
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#self.preset_name = "preset_" + datetime.now().strftime("%d_%m_%Y_%H_%M_%S")
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# If no config file given, expect filters in command line
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else:
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self.filters = self.args.filters
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# Convert dimensions
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self.img = Image.open(self.input_file)
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if self.img is None:
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sys.exit("Could not load the fingerprint.")
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#self.convert_dpi()
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#self.resize_image()
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#convert to numpy array for further processing
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self.img = np.array(self.img)
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#read as numpy.array
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self.img = plt.imread(self.input_file)
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self.width = self.img.shape[1]
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self.height = self.img.shape[0]
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print(self.width, self.height)
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fig = plt.figure(figsize = (self.width/self.dpi, self.height/self.dpi),
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frameon = False, dpi = self.dpi)
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ax = plt.Axes(fig, [0., 0., 1., 1.])
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ax.set_axis_off()
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fig.add_axes(ax)
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if self.mirror:
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self.mirror_image()
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# Apply all filters
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self.apply_filter()
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self.apply_filter(fig, ax)
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def parse_conf(self):
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# Parse configuration file if given.
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try:
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self.filters = self.config[self.preset_name]
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except(KeyError):
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print("Preset not found", file=sys.stderr)
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print("Preset not found", file = sys.stderr)
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def parse_arguments(self):
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@ -96,24 +98,17 @@ class apply_filters:
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def filter_factory(self, filter_name):
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# selects filter method of filters library
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# better this than a 100 if/else
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print("Applying " + filter_name + " filter", file = sys.stderr)
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return getattr(flt, filter_name)
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def convert_dpi(self):
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# conversion from inches to milimeters
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self.size = np.empty(2)
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self.size[0] = self.img.size[0] # / self.dpi * 25.4 # width
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self.size[1] = self.img.size[1] # / self.dpi * 25.4 # height
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def resize_image(self):
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# open image as python image object
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print("Resize image", file = sys.stderr)
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self.convert_dpi()
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#self.img = self.img.resize((np.array(self.size)).astype(int))
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self.img = self.img.resize((np.array(self.width, self.height)).astype(int))
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def mirror_image(self):
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@ -124,17 +119,16 @@ class apply_filters:
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self.img = cv.flip(self.img, 1) # 1 for vertical mirror
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def apply_filter(self):
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def apply_filter(self, fig, ax):
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if len(self.filters) == 0:
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# save original image
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filter = flt.filter_none
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filter.apply(self)
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# No filter given, just save the image
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pass
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else:
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for filter_name in self.filters:
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filter = self.filter_factory(filter_name)
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filter.apply(self)
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self.save_image()
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self.save_image(fig, ax)
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def print_size(self, size):
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@ -142,14 +136,11 @@ class apply_filters:
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print("Height: " + str(size[1]), file = sys.stderr)
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def save_image(self):
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def save_image(self, fig, ax):
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# Save processed image.
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plt.xticks([]), plt.yticks([])
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plt.axis('off')
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print("Saving image", file = sys.stderr)
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# TODO idk what dpi means, and if it should be put in here
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plt.savefig(self.output_file)#, dpi=self.dpi)
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ax.imshow(self.img)
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fig.savefig(fname=self.output_file)
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app = apply_filters()
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