mirror of
https://github.com/Alexander-D-Karpov/scripts.git
synced 2024-11-30 23:13:42 +03:00
80 lines
2.0 KiB
Python
80 lines
2.0 KiB
Python
|
import os
|
||
|
|
import shutil
|
||
|
|
import numpy as np
|
||
|
|
|
||
|
|
from PIL import Image
|
||
|
|
from pathlib import Path
|
||
|
|
from tkinter.filedialog import askdirectory
|
||
|
|
from tkinter import Tk
|
||
|
|
|
||
|
|
|
||
|
|
def test_color_distribution(file):
|
||
|
|
img = Image.open(file)
|
||
|
|
img.thumbnail((200, 200), Image.ANTIALIAS)
|
||
|
|
w, h = img.size
|
||
|
|
return sum(
|
||
|
|
x[0]
|
||
|
|
for x in sorted(
|
||
|
|
img.convert("RGB").getcolors(w * h), key=lambda x: x[0], reverse=True
|
||
|
|
)[:10]
|
||
|
|
) / float((w * h))
|
||
|
|
|
||
|
|
|
||
|
|
def test_sharp_edge_detection(file):
|
||
|
|
img = Image.open(file).convert("L")
|
||
|
|
values = abs(np.fft.fft2(np.asarray(img.convert("L")))).flatten().tolist()
|
||
|
|
high_values = [x for x in values if x > 10000]
|
||
|
|
high_values_ratio = 100 * (float(len(high_values)) / len(values))
|
||
|
|
return high_values_ratio
|
||
|
|
|
||
|
|
|
||
|
|
def test_file(file):
|
||
|
|
image = 0
|
||
|
|
real = 0
|
||
|
|
color = test_color_distribution(file)
|
||
|
|
edges = test_sharp_edge_detection(file)
|
||
|
|
|
||
|
|
if color > 0.28:
|
||
|
|
image += (color - 0.28) * 10
|
||
|
|
else:
|
||
|
|
real += (0.28 - color) * 10
|
||
|
|
|
||
|
|
if edges > 13:
|
||
|
|
image += edges - 13
|
||
|
|
else:
|
||
|
|
real += 13 - edges
|
||
|
|
return image > real
|
||
|
|
|
||
|
|
|
||
|
|
Tk().withdraw()
|
||
|
|
|
||
|
|
# Dialog box for selecting a folder.
|
||
|
|
file_path = askdirectory(title="Select a folder")
|
||
|
|
|
||
|
|
list_of_files = os.walk(file_path)
|
||
|
|
|
||
|
|
|
||
|
|
if not os.path.exists(os.path.join(file_path, "sorted")):
|
||
|
|
os.makedirs(os.path.join(file_path, "sorted"))
|
||
|
|
|
||
|
|
if not os.path.exists(os.path.join(file_path, "sorted/image_real")):
|
||
|
|
os.makedirs(os.path.join(file_path, 'sorted/image_real'))
|
||
|
|
|
||
|
|
real = os.path.join(file_path, 'sorted/image_real')
|
||
|
|
|
||
|
|
if not os.path.exists(os.path.join(file_path, "sorted/drawn")):
|
||
|
|
os.makedirs(os.path.join(file_path, 'sorted/drawn'))
|
||
|
|
|
||
|
|
drawn = os.path.join(file_path, 'sorted/drawn')
|
||
|
|
|
||
|
|
|
||
|
|
for root, folders, files in list_of_files:
|
||
|
|
for file in files:
|
||
|
|
file_path = Path(os.path.join(root, file))
|
||
|
|
is_drawn = test_file(file_path)
|
||
|
|
if is_drawn:
|
||
|
|
shutil.move(file_path, os.path.join(drawn, str(file_path).split("/")[-1]))
|
||
|
|
else:
|
||
|
|
shutil.move(file_path, os.path.join(real, str(file_path).split("/")[-1]))
|
||
|
|
|