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Copy pathcreate_monet2photo_table.py
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create_monet2photo_table.py
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import os
import glob
import argparse
import numpy as np
from scipy import misc
import random
#from skimage import io, color
dir_name = 'monet-to-photo-512-small-idt'
def show_one_direction():
idx = 0
for filename in glob.glob(os.path.join("images/" + dir_name + "/real_A/", "*.png")):
nameonly = os.path.basename(filename)
idx += 1
## Style transfer
print("| %d |  |  | " %
(idx, dir_name,nameonly,
dir_name,nameonly))
def show_both_directions():
dir_name = 'facades'
idx = 0
for filename in glob.glob(os.path.join("images/" + dir_name + "/real_A/", "*.jpg")):
nameonly = os.path.basename(filename)
idx += 1
## Style transfer
print("|  |  |  |  |" %
(dir_name,nameonly,
dir_name,nameonly,
dir_name,nameonly,
dir_name,nameonly,
))
def show_cherrypick():
# cherrypick list
filenumbers= [719,1288,755,933,1262,1122,312,911,367,939,718,946,952,986,1016,556,1105,889,685,1259,989,743,
414,94,261,221,257,791,978,873,758,141,775,336,1031,1082,364,
32,887,348,1129,35,711,634,857,92,968,385,712,1017,548,981,1303,973,272,
157,113,26,777,194,1159,195,809,706,1146,736,269,745,284,748,938]
dir_name = 'monet-to-photo-512-small-idt'
filenumbers2= [933,
26,
18,
719,
173,
704,
1288,
755,
735,
735,
895,
1009,
855,
809,
1041,
711,
34,
398,
745,
312,
414 ,
911,
791,
239,
1232,
685]
filenumbers.extend(f for f in filenumbers2 if f not in filenumbers)
for i,filenumber in enumerate(filenumbers):
nameonly = '%05d.png' % filenumber
print("| %d |  |  | " %
(i, dir_name,nameonly,
dir_name,nameonly))
def show_idt_comparison():
dir_name = 'monet-to-photo-360-idt-comparison'
idx=0
#for filename in glob.glob(os.path.join("images/" + dir_name + "/no_idt/", "*.jpg")):
# nameonly = os.path.splitext(os.path.basename(filename))[0]
# idx += 1
#filenumbers = [1259, 169,34,644,524,809,966,1159,592,985]
filenumbers = [755,911,367,719,385,272,809,414,775,1122,939,556,1288,548,1159,1016]
for filenumber in filenumbers:
nameonly = '%05d' % filenumber
square_im = misc.imread('./images/%s/no_idt/%s.png' % (dir_name,nameonly))
big_im = misc.imread('./images/%s/small_idt/real_A/%s.png' % (dir_name,nameonly))
fake_im = misc.imread('./images/%s/small_idt/fake_B/%s.png' % (dir_name,nameonly))
big_im = misc.imresize(big_im, (int(360*big_im.shape[0]/big_im.shape[1]),360))
square_im = misc.imresize(square_im, (big_im.shape[0],big_im.shape[1]))
fake_im = misc.imresize(fake_im, (big_im.shape[0],big_im.shape[1]))
misc.imsave('./images/%s/no_idt/%s_aspectratio.png' % (dir_name,nameonly), square_im)
misc.imsave('./images/%s/small_idt/real_A/%s_360.png' % (dir_name,nameonly), big_im)
misc.imsave('./images/%s/small_idt/fake_B/%s_360.png' % (dir_name,nameonly), fake_im)
print("| %s.png |  |  |  |" %
(nameonly, dir_name,nameonly, dir_name,nameonly,
dir_name,nameonly))
def show_gatys_comparison():
dir_name = 'gatys-comparison/resized'
indices = [110, 112, 116, 117, 119, 11, 121, 131, 134, 136, 143, 146, 150, 151, 152,
160, 164, 168, 170, 171, 178, 17, 183, 185, 189, 18, 192, 194, 195, 197,
203, 204, 205,33, 39, 3, 44, 45, 55, 52, 56, 65, 6, 73, 75, 7, 85, 87, 89,
96, 98]
random.shuffle(indices)
artists = ['vangogh', 'ukiyoe','cezanne','monet']
for index in indices[:30]:
for artist in artists:
print("| %s |  |  |  | |  |  |  |" %
(artist, dir_name, index,
dir_name, index, artist,
dir_name, index, artist,
dir_name, index, artist,
dir_name, index, artist,
dir_name, index, artist,
dir_name, artist, index, # our result
))
def show_facades():
dir_name = 'facades_everything/test'
idx = 0
for filename in glob.glob(os.path.join("images/" + dir_name + "/real_A/", "*.jpg")):
nameonly = os.path.basename(filename)
idx += 1
## Style transfer
print("|  |  |  |  |" %
(dir_name,nameonly,
dir_name,nameonly,
dir_name,nameonly,
dir_name,nameonly,
))
def show_flower():
dir_name = 'iphone-to-dslr-flower'
idx = 0
for filename in glob.glob(os.path.join("images/" + dir_name + "/train/real_A/", "*.jpg")):
nameonly = os.path.basename(filename)
idx += 1
## Style transfer
print("| %d |  |  |" %
(idx, dir_name,nameonly,
dir_name,nameonly,
))
def show_flower_cherrypicked():
dir_name = 'iphone-to-dslr-flower'
cherrypick = ['c1.staticflickr.com-1-763-32581865124_8e80b0e0f2.jpg',
'c1.staticflickr.com-3-2887-33395034491_d9f2338994.jpg',
'c1.staticflickr.com-3-2910-33041518530_d28ea76c05.jpg',
'c1.staticflickr.com-3-2822-33504455386_52a3077ac8.jpg',
'c1.staticflickr.com-3-2806-33098149442_354c2f26ed.jpg',
'c1.staticflickr.com-9-8073-29656831652_ba1c9e40a9.jpg',
'c1.staticflickr.com-4-3907-33269048062_d22145a93d.jpg',
'c1.staticflickr.com-9-8432-29733300036_74077df80a.jpg',
'c1.staticflickr.com-1-435-32277849120_ae4c5dc9be.jpg',
'c1.staticflickr.com-1-753-33276302616_cc1682b670.jpg',
'c1.staticflickr.com-3-2812-33098149612_0b603e20c8.jpg',
'c1.staticflickr.com-4-3760-32581867154_d66ff72bdd.jpg',
'c1.staticflickr.com-3-2946-33041850440_346b2a568e.jpg',
'c1.staticflickr.com-6-5577-30372820443_a48d38ee90.jpg',
'c1.staticflickr.com-9-8061-29141610564_80301ff470.jpg',
'c1.staticflickr.com-1-588-33298041911_b43a06fb00.jpg',
'c1.staticflickr.com-1-627-33424927725_d559895993.jpg',
'c1.staticflickr.com-4-3896-33384295846_382ccbfd37.jpg',
'c1.staticflickr.com-1-350-32620121711_e5b48f89a5.jpg',
'c1.staticflickr.com-4-3923-33296488541_a6366e1af6.jpg',
'c1.staticflickr.com-4-3928-33149660990_268b66a8a0.jpg',
'c1.staticflickr.com-9-8873-29852080865_d4f1761f21.jpg',
'c1.staticflickr.com-1-647-33098150682_6a1c4b8e9d.jpg',
'c1.staticflickr.com-1-506-31771014510_567b1581fe.jpg',
'c1.staticflickr.com-3-2877-33416588201_ab951ca071.jpg',
'c1.staticflickr.com-9-8111-29143645603_a9d118f0a3.jpg',
'c1.staticflickr.com-4-3782-33041455650_2b1aedf661.jpg',
'c1.staticflickr.com-4-3757-33296421411_7385d9063b.jpg',
'c1.staticflickr.com-1-596-32659816223_e5a9dbdca0.jpg',
'c1.staticflickr.com-1-345-32680547201_16b60bd597.jpg',
'c1.staticflickr.com-3-2652-32091691024_4034098c2b.jpg',
'c1.staticflickr.com-9-8475-29733268536_a7bbae527c.jpg',
'c1.staticflickr.com-3-2669-32085879344_4535ae7aa0.jpg',
'c1.staticflickr.com-1-335-32713052756_5a4c6a03e4.jpg',
'c1.staticflickr.com-6-5330-31003476500_5012545c29.jpg',
'c1.staticflickr.com-1-767-33203467565_28d203b4c3.jpg',
'c1.staticflickr.com-6-5485-30656115043_b4145b7ae5.jpg',
'c1.staticflickr.com-1-772-33179156506_dfe5527bd2.jpg',
'c1.staticflickr.com-3-2290-32680551861_b231003bb4.jpg',
'c1.staticflickr.com-1-630-33384375666_cc66287eba.jpg',
'c1.staticflickr.com-4-3711-33275026566_160ee9b340.jpg',
'c1.staticflickr.com-4-3806-33296066071_cd05c989a2.jpg',]
for i, filename in enumerate(cherrypick):
## Style transfer
print("| %d |  |  | " %
(i,dir_name,filename,
dir_name,filename,
))
def show_vividcolor():
dir_name = 'aadb-vividcolor'
cherrypick = ['farm1_299_19537238303_8d204921a1_b.jpg',
'farm1_310_19977833649_f2a2457720_b.jpg',
'farm1_353_20053224236_bde4dfffa1_b.jpg',
'farm1_275_19535031503_7438172860_b.jpg',
'farm1_336_19587650813_7c1cc8a6f1_b.jpg',
'farm1_355_20014009989_85d953a610_b.jpg',
'farm1_372_20318295352_72abc2fe51_b.jpg',
'farm1_394_19711782103_d7f9abcb81_b.jpg',
'farm1_388_19997930278_72270995e1_b.jpg',
'farm1_318_20078179365_75033b4640_b.jpg',
'farm1_327_19912866098_cb6b810541_b.jpg',
'farm1_263_19945255328_f73611bc41_b.jpg',
'farm1_286_19947256768_41e190f330_b.jpg',
'farm1_371_20176622541_b3a26b45c0_b.jpg',
'farm1_452_19903923450_7250a06dc1_b.jpg',
'farm4_3781_19998809411_2c2ec830c0_b.jpg',
'farm1_389_19569916923_30d868e921_b.jpg',
'farm1_388_20093874910_fe1eba4201_b.jpg',
'farm1_500_20003473999_4ff7c6dda0_b.jpg',
'farm1_350_20143152590_4324ae0081_b.jpg',
'farm1_255_20119251251_cfdc54b210_b.jpg',
'farm1_302_19661089764_3e4de758a0_b.jpg',
'farm1_277_20142519801_cd79dab9a0_b.jpg',
'farm1_286_19519973493_d9830efca1_b.jpg',
'farm1_327_20184643242_91b8ee2910_b.jpg',
'farm1_381_19585724843_02da34cc31_b.jpg',
'farm1_290_20072499396_92b7701a00_b.jpg',
'farm1_427_20116530331_df5410ab01_b.jpg',
'farm1_259_19569093863_d783d6f2b1_b.jpg',
'farm1_451_20102962032_7b05438e00_b.jpg',
'farm1_307_20183873096_2bb45458a1_b.jpg',
'farm1_312_20147998816_472a4fb670_b.jpg',
'farm1_305_20071330075_bfe06cff00_b.jpg',
'farm1_306_19540524024_b0f4b7af10_b.jpg',
'farm1_300_20010456750_b03d4b5a60_b.jpg',
'farm1_360_19921057100_4dd6ce7fe0_b.jpg',
'farm1_361_19372722474_77b8a21770_b.jpg',]
for i, filename in enumerate(cherrypick):
## Style transfer
print("| %d |  |  | " %
(i,dir_name,filename,
dir_name,filename,
))
#show_idt_comparison()
#show_both_directions()
#show_facades()
show_flower()
#show_vividcolor()
#show_cherrypick()
#show_one_direction()