mirror of
https://github.com/Alexander-D-Karpov/scripts.git
synced 2024-11-28 22:33:44 +03:00
80 lines
2.0 KiB
Python
80 lines
2.0 KiB
Python
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import os
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import shutil
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import numpy as np
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from PIL import Image
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from pathlib import Path
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from tkinter.filedialog import askdirectory
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from tkinter import Tk
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def test_color_distribution(file):
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img = Image.open(file)
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img.thumbnail((200, 200), Image.ANTIALIAS)
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w, h = img.size
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return sum(
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x[0]
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for x in sorted(
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img.convert("RGB").getcolors(w * h), key=lambda x: x[0], reverse=True
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)[:10]
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) / float((w * h))
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def test_sharp_edge_detection(file):
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img = Image.open(file).convert("L")
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values = abs(np.fft.fft2(np.asarray(img.convert("L")))).flatten().tolist()
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high_values = [x for x in values if x > 10000]
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high_values_ratio = 100 * (float(len(high_values)) / len(values))
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return high_values_ratio
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def test_file(file):
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image = 0
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real = 0
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color = test_color_distribution(file)
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edges = test_sharp_edge_detection(file)
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if color > 0.28:
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image += (color - 0.28) * 10
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else:
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real += (0.28 - color) * 10
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if edges > 13:
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image += edges - 13
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else:
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real += 13 - edges
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return image > real
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Tk().withdraw()
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# Dialog box for selecting a folder.
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file_path = askdirectory(title="Select a folder")
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list_of_files = os.walk(file_path)
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if not os.path.exists(os.path.join(file_path, "sorted")):
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os.makedirs(os.path.join(file_path, "sorted"))
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if not os.path.exists(os.path.join(file_path, "sorted/image_real")):
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os.makedirs(os.path.join(file_path, 'sorted/image_real'))
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real = os.path.join(file_path, 'sorted/image_real')
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if not os.path.exists(os.path.join(file_path, "sorted/drawn")):
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os.makedirs(os.path.join(file_path, 'sorted/drawn'))
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drawn = os.path.join(file_path, 'sorted/drawn')
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for root, folders, files in list_of_files:
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for file in files:
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file_path = Path(os.path.join(root, file))
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is_drawn = test_file(file_path)
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if is_drawn:
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shutil.move(file_path, os.path.join(drawn, str(file_path).split("/")[-1]))
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else:
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shutil.move(file_path, os.path.join(real, str(file_path).split("/")[-1]))
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