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yolov5s not pretrained

This commit is contained in:
Jakub Pokrywka 2022-08-02 13:14:34 +00:00
parent b427a00885
commit e5afcd857e
8 changed files with 996 additions and 927 deletions
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1
code/code-merge-no-pretrained/1_train.sh Normal file
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python ~/yolov5/train.py --img 640 --project merge --name run --batch 192 --epochs 300 --data cfg.yaml --weights '' --cfg yolov5s.yaml --cache ram

6
code/code-merge-no-pretrained/2_prediction.sh Normal file
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python ~/yolov5/detect.py --source ../../dev-0-dataset/images --weights ./merge/run/weights/best.pt --name dev-0 --project predictions --save-txt --max-det 50 --save-conf \
--conf-thres 0.2
python ~/yolov5/detect.py --source ../../test-A-dataset/images --weights ./merge/run/weights/best.pt --name test-A --project predictions --save-txt --max-det 50 --save-conf \
--conf-thres 0.2

2
code/code-merge-no-pretrained/3_create_sub.sh Normal file
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for i in ./predictions/dev-0/labels/*txt ; do python change_to_nonrelative.py $i $i-nonrelative ; done
for i in ./predictions/test-A/labels/*txt ; do python change_to_nonrelative.py $i $i-nonrelative ; done

10
code/code-merge-no-pretrained/4_create_sub_files.py Normal file
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# stworz format pliku wyjsciowego
for d in 'dev-0', 'test-A':
with open(f'../../{d}/in.tsv') as f_in, open(f'../../{d}/out.tsv','w') as f_out:
for line in f_in:
pred_path = f'predictions/{d}/labels/' + line.rstrip().replace('jpg','txt') + '-nonrelative'
try:
s = open(pred_path).read()
f_out.write(s + '\n')
except FileNotFoundError:
f_out.write('\n')

49
code/code-merge-no-pretrained/change_to_nonrelative.py Normal file
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import sys
import cv2
from labels_list import labels_list
import subprocess
im_name = sys.argv[1].split('/')[-1].split('.')[0] + '.jpg'
if 'dev-0' in sys.argv[1]:
im_path = '../../dev-0-dataset/images/' + im_name
elif 'test-A' in sys.argv[1]:
im_path = '../../test-A-dataset/images/' + im_name
with open(sys.argv[1],'r') as f_in, open(sys.argv[2],'w') as f_out:
refs = []
# this is slower than code below
#dims = cv2.imread(im_path).shape
#bashCommand = f'file {im_path}'
#process = subprocess.Popen(bashCommand.split(), stdout=subprocess.PIPE)
#output, error = process.communicate()
#x_total, y_total = str(output).split(', ')[-2].split('x')
#y_total = int(y_total)
#x_total = int(x_total)
dims = cv2.imread(im_path).shape
bashCommand = f'file {im_path}'
process = subprocess.Popen(bashCommand.split(), stdout=subprocess.PIPE)
output, error = process.communicate()
x_total, y_total = str(output).split(', ')[-2].split('x')
y_total = int(y_total)
x_total = int(x_total)
for line_in in f_in:
cls, xcenter, ycenter, xwidth, ywidth, confidence = line_in.rstrip().split(' ')
cls = labels_list[int(cls)]
y_total, x_total, _ = dims
xcenter = float(xcenter) * x_total
ycenter = float(ycenter) * y_total
xwidth = float(xwidth) * x_total
ywidth = float(ywidth) * y_total
xmin = xcenter - xwidth/2
xmax = xcenter + xwidth/2
ymin = ycenter - ywidth/2
ymax = ycenter + ywidth/2
refs.append(cls + ':' + str(round(xmin)) + ',' + str(round(ymin)) + ',' + str(round(xmax)) + ',' + str(round(ymax)))
f_out.write(' '.join(refs))

1
code/code-merge-no-pretrained/labels_list.py Normal file
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labels_list = ['photograph', 'illustration', 'map', 'cartoon', 'editorial_cartoon', 'headline', 'advertisement', 'combined']

430
dev-0/out.tsv
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1 headline:4407,3743,5748,3921 cartoon:1647,726,5080,3507 illustration:195,4338,896,6074 headline:207,798,1560,1084 cartoon:200,4309,896,6067 headline:226,3726,1572,3928 headline:5060,2288,5754,2463 advertisement:4397,5646,5778,7007 illustration:4400,3714,5778,5633 advertisement:216,6042,897,7042 headline:5047,741,5744,1284 cartoon:204,4325,904,6043 advertisement:216,6057,888,7012 headline:224,6053,888,7015 headline:214,3721,1575,3929 headline:217,788,1573,1094 headline:5065,2285,5752,2469 cartoon:1542,792,5093,3510 headline:5038,746,5735,1296 advertisement:4413,5646,5770,6980
2 advertisement:35,5862,664,6608 advertisement:2673,5396,3356,6581 cartoon:1314,315,3348,2400 advertisement:3353,4250,4703,6570 advertisement:4035,3543,4689,4238 headline:663,1099,1298,1183 advertisement:3354,3739,4016,4008 advertisement:2669,5418,3343,6565 headline:3348,3736,4028,3997 advertisement:27,3956,646,4533 advertisement:3364,4253,4741,6577 cartoon:1305,322,3336,2429
3 illustration:2889,385,4579,935 advertisement:2930,4090,4584,4519 advertisement:180,3014,2957,7128 photograph:2904,2118,4059,3437 headline:2919,805,4552,1061 advertisement:421,327,2852,2986 headline:2919,805,4578,1053 illustration:2924,2121,4081,3286 advertisement:334,3002,2929,7108 headline:2936,4104,4635,4522 advertisement:383,334,2892,3020
4 headline:829,4453,1499,4548 headline:2874,1508,3560,1643 photograph:1514,444,3514,2870 headline:4268,1230,4958,1373 headline:2206,4199,2882,4359 headline:822,4115,1508,4259 headline:1520,5352,2199,5555 headline:139,5872,835,6080 headline:2205,4673,2886,4885 headline:2199,2894,2889,3192 headline:818,3053,1512,3326 headline:1505,1467,2189,2028 headline:114,3051,817,3536 headline:1510,4702,2205,5001 headline:109,476,1479,993 headline:3591,494,4959,1007 advertisement:1529,5926,2893,6618 advertisement:2205,5441,2889,5920 advertisement:2887,4267,4888,6633 advertisement:2907,1944,4907,4241 photograph:1545,424,3437,2918 photograph:2206,1287,2890,2913 headline:4265,1224,4974,1367 photograph:1513,537,2265,1437 headline:2881,1497,3565,1646 photograph:2791,547,3580,1500 headline:829,4113,1504,4257 headline:142,5877,826,6087 headline:2203,4196,2893,4355 headline:2202,4672,2889,4884 headline:1515,5353,2195,5559 headline:822,3051,1504,3328 headline:2194,2890,2886,3196 headline:1511,4701,2201,5003 advertisement:2204,5439,2887,5908 headline:1499,1456,2200,2022 advertisement:1511,5909,2895,6611 headline:119,3051,814,3533 headline:126,487,1485,993 headline:3580,484,4955,1005 advertisement:2922,1942,4948,4253 advertisement:2905,4262,4945,6613
5 headline:3008,3872,3685,3965 headline:1619,3394,2302,3591 headline:930,4579,1629,4874 headline:3695,3850,4394,4046 headline:2337,5853,3027,6066 headline:941,5480,1635,5776 headline:257,444,946,1212 headline:1628,4547,2319,4978 headline:3685,2703,4391,2977 headline:1619,2290,2300,2708 headline:2303,2288,2994,2711 headline:2991,2279,3699,2712 headline:2316,4561,3011,4978 photograph:987,435,3652,2294 headline:4382,387,5063,1189 headline:3685,402,4385,1178 advertisement:3002,4485,5079,6669 headline:2336,5843,3028,6066 headline:1622,3391,2300,3591 headline:930,4577,1622,4882 headline:3697,3846,4392,4053 headline:937,5483,1632,5778 headline:3698,2706,4379,2983 headline:238,447,951,1214 headline:2322,4557,3009,4978 headline:1628,4543,2321,4974 headline:4390,392,5052,1177 headline:2302,2285,2993,2703 headline:2989,2283,3695,2708 headline:1623,2288,2303,2707 headline:3684,400,4387,1173 photograph:943,409,3717,2303 advertisement:3019,4480,5069,6697
6 cartoon:3849,5838,6545,8898 headline:232,602,3020,947 headline:2981,2569,3900,2728 headline:2086,8081,2956,8241 headline:2966,4755,3881,4914 headline:243,6296,1148,6770 photograph:1138,607,3010,3532 headline:5731,4632,6646,5119 headline:254,955,1177,1423 headline:1139,4652,2049,5132 headline:2974,3592,3912,3948 headline:226,3262,1144,3757 headline:2043,3541,2972,4017 headline:1126,3517,2051,4007 advertisement:3914,458,6679,4583 headline:2988,2566,3909,2758 headline:321,615,2929,986 cartoon:3815,5751,6611,9095 headline:2979,4760,3889,4920 headline:5720,4641,6639,5116 headline:2974,3589,3896,3945 headline:255,6299,1147,6778 headline:1136,4656,2055,5139 headline:247,963,1175,1442 headline:245,3271,1131,3769 headline:2056,3537,2974,4030 headline:1135,3523,2045,4017 advertisement:3925,634,6660,4608 photograph:1187,741,2961,3520
7 advertisement:855,2215,1520,3026 advertisement:233,2688,860,3012 photograph:529,685,1881,1504 photograph:257,696,858,1504 photograph:862,2221,1516,3028 photograph:236,1478,844,2667 photograph:2822,1652,4117,3425 advertisement:210,4797,1501,6255 advertisement:2780,3511,4063,5308 advertisement:215,3049,1506,4782 photograph:1510,2219,2827,3320 advertisement:1492,3333,2806,6268 advertisement:2786,5304,4062,6237 photograph:244,741,1114,1471 photograph:1248,741,1950,1451 photograph:881,2229,1508,3033 advertisement:226,2672,858,3024 photograph:253,1505,846,2664 photograph:2801,1616,4102,3443 photograph:1531,2213,2787,3339 advertisement:220,4794,1516,6249 advertisement:1510,3354,2777,6248 advertisement:238,3026,1502,4812 advertisement:2780,5305,4070,6236 advertisement:2798,3552,4080,5289
8 map:4416,4543,6537,6164 cartoon:4432,2623,6557,4521 editorial_cartoon:4416,2611,6567,4512 editorial_cartoon:4439,4560,6548,6133 cartoon:4418,4545,6562,6162 headline:142,8238,1161,8439 headline:3354,5928,4397,6131 advertisement:2277,320,3327,4366 headline:3361,8933,4398,9110 headline:3348,7166,4402,7393 headline:132,3455,1199,4050 map:4403,1064,6518,2577 advertisement:4386,6189,6557,10278 advertisement:127,399,2290,3432 headline:3314,8921,4391,9130 advertisement:2269,402,3352,1517 editorial_cartoon:4428,4549,6545,6094 headline:3364,5926,4382,6129 advertisement:2308,1358,3320,4462 headline:120,7959,1187,8308 map:4430,4535,6544,6125 headline:2261,383,3357,1518 editorial_cartoon:4431,2608,6568,4517 map:4383,1119,6562,2621 headline:143,3456,1187,4073 advertisement:4361,6196,6596,10263 advertisement:162,401,2247,3401
9 headline:2041,259,2695,434 headline:21,1424,600,1512 headline:24,3407,628,3507 headline:653,5348,1334,5442 headline:2034,2986,2711,3084 headline:1327,915,2020,1003 headline:19,2331,617,2420 headline:1360,4015,2025,4114 headline:617,224,1322,400 editorial_cartoon:2727,218,4822,2400 headline:2730,2604,4101,2794 headline:1370,5761,2024,5847 headline:4,2328,625,2413 headline:4138,4891,4832,5023 headline:1336,906,2026,995 headline:653,5345,1343,5448 headline:2020,228,2698,368 headline:62,4697,640,4790 headline:1358,4014,2035,4118 headline:618,230,1324,393 headline:2716,2599,4107,2789 editorial_cartoon:2742,174,4796,2588
10 photograph:143,13,4649,319 photograph:1505,1896,3269,4054 photograph:1611,4015,3225,6567 photograph:0,394,1655,3357 photograph:32,3448,2097,5037 photograph:1738,408,4755,2043 photograph:9,5077,1582,6567 photograph:3197,2068,4761,4758 photograph:3190,2063,4714,4816 photograph:3291,4904,4732,6551 photograph:1657,4013,3276,6578 photograph:1684,406,4747,2041 photograph:1576,1829,3263,3967 photograph:15,5083,1583,6574 photograph:0,363,1666,3418 photograph:0,3449,2069,5053
11 headline:4511,2892,5218,3048 headline:4520,4776,5224,4881 headline:198,1673,879,1769 headline:2368,208,3057,309 headline:1628,1371,2336,1504 headline:3091,2875,4475,3156 headline:183,3160,897,3316 headline:909,197,1621,441 cartoon:3055,187,5222,2888 headline:4532,4771,5232,4881 headline:1629,1376,2344,1501 headline:189,1678,889,1774 headline:202,3161,895,3307 headline:4511,2884,5215,3050 headline:915,194,1628,439 headline:3089,2880,4495,3161 editorial_cartoon:3090,159,5185,2900
12 headline:256,761,2032,1024 cartoon:3941,5902,6614,8917 headline:4779,2601,5694,2943 headline:2036,3560,2958,3921 photograph:164,760,2017,4051 advertisement:266,8425,1164,8989 headline:2057,5311,2967,5650 headline:3859,1808,4778,2142 headline:2083,7402,3000,7750 headline:2968,4561,3880,4890 headline:3872,3889,4798,4218 advertisement:5706,4157,6636,4637 headline:3891,4957,4837,5303 advertisement:5673,784,6566,2354 headline:173,4050,2018,4531 headline:3874,2783,4781,3117 headline:2970,5711,3899,6058 headline:2957,2747,3876,3229 advertisement:4777,746,5670,2396 advertisement:5708,3445,6628,4156 headline:2998,6802,3930,7276 advertisement:238,7732,1156,8424 headline:2024,727,2942,1480 headline:2931,722,3847,1548 advertisement:4836,4683,6648,5858 headline:4835,4664,6663,5839 cartoon:3964,6249,6557,8959 photograph:183,808,2033,4036 advertisement:4830,4680,6651,5857 advertisement:5719,4153,6642,4646 advertisement:251,8452,1164,8973 advertisement:5678,758,6572,2361 headline:4788,2607,5690,2942 headline:3896,4960,4812,5298 headline:2047,3561,2950,3926 headline:2080,7399,2995,7744 headline:2996,6796,3914,7288 headline:2052,5308,2982,5656 headline:2977,5712,3899,6067 headline:3862,1801,4773,2151 headline:3868,2779,4777,3128 headline:2948,2746,3864,3228 headline:180,4045,2057,4523 advertisement:5725,3440,6623,4149 headline:2967,4553,3886,4897 headline:3874,3881,4796,4237 advertisement:258,7744,1147,8406 advertisement:4777,721,5661,2410 headline:2036,726,2932,1486 headline:2936,719,3862,1545
13 headline:3250,257,3871,422 headline:712,266,1343,452 headline:711,678,1346,848 headline:3255,1602,3880,1771 headline:1998,2437,2628,2614 headline:1382,3609,2647,3794 headline:1344,1655,2614,1826 headline:113,2692,1347,2861 advertisement:3908,4836,5215,6509 headline:3873,255,4509,795 headline:62,268,707,723 advertisement:2027,4775,2652,5376 advertisement:3267,3028,3898,4094 advertisement:4522,1240,5158,2670 map:1340,273,3270,1659 advertisement:2652,5151,3925,6425 advertisement:3885,2670,5185,4842 advertisement:1400,5383,2661,6450 advertisement:2655,4094,3915,5154 editorial_cartoon:1364,293,3250,1641 headline:1384,3614,2630,3791 headline:710,264,1348,461 map:1384,296,3226,1626 headline:3237,254,3870,425 headline:712,681,1361,859 headline:3252,1602,3887,1778 headline:1998,2431,2631,2625 headline:1339,1653,2603,1830 headline:113,2685,1349,2860 headline:3874,256,4508,786 advertisement:2019,4767,2656,5374 headline:67,266,713,727 advertisement:3933,4836,5212,6507 advertisement:3286,3044,3894,4082 advertisement:1399,5373,2662,6464 advertisement:2669,5157,3931,6530 advertisement:4522,1227,5163,2652 advertisement:3909,2677,5171,4823 advertisement:2670,4094,3901,5163
14 headline:3619,5640,4183,5746 headline:2484,2907,3046,2985 headline:1936,332,2496,489 advertisement:3648,2891,4790,3076 advertisement:3648,306,4787,2853 headline:3046,5034,3619,5134 illustration:3648,330,4795,2803 headline:3623,4750,4189,4913 headline:1900,4826,2478,4958 headline:3619,5152,4187,5256 advertisement:4194,5430,4794,5816 headline:2514,328,3651,546 headline:220,1198,1340,1397 photograph:1913,316,2504,1921 headline:2493,1651,3629,1862 headline:202,328,1937,619 headline:3630,3064,4209,3522 advertisement:4201,4200,4781,5431 advertisement:4220,3077,4782,4194 advertisement:151,2846,1941,5734 advertisement:3642,2877,4805,3093 headline:3614,5630,4186,5792 headline:3043,5032,3615,5129 photograph:1916,346,2502,1941 headline:1932,330,2500,492 headline:3622,4754,4190,4908 headline:3625,5149,4196,5257 advertisement:4196,5435,4789,5799 headline:1897,4825,2472,4973 headline:2518,328,3628,534 headline:214,1191,1345,1395 headline:2507,1651,3644,1864 headline:254,328,1907,631 headline:3631,3066,4209,3526 advertisement:4202,4195,4773,5437 advertisement:3663,356,4781,2795 advertisement:4210,3096,4781,4193 advertisement:191,2802,1926,5739
15 headline:2960,6007,3653,6162 cartoon:1534,441,2929,2312 headline:2956,5644,3648,5794 headline:2920,402,3630,971 headline:136,455,1522,1001 headline:3650,382,5012,901 headline:3633,3353,4336,3777 headline:4336,4979,5055,5303 headline:1549,2337,2905,2880 headline:4338,3358,5048,3840 cartoon:1569,403,2908,2263 editorial_cartoon:1563,407,2923,2332 headline:2964,6006,3666,6159 headline:2953,5640,3650,5799 headline:3628,382,5051,905 headline:4350,4981,5030,5310 headline:3625,3355,4337,3789 headline:127,440,1547,1001 headline:2919,406,3629,984 headline:1544,2333,2926,2875 headline:4337,3354,5053,3847
16 headline:4553,287,5286,634 headline:4598,1600,5180,1710 photograph:2073,286,2683,1380 headline:4612,2830,5172,2939 headline:3325,1604,3936,1704 headline:157,4196,797,4388 headline:162,5754,804,5958 headline:165,5051,796,5259 headline:3940,1691,4580,1891 headline:1439,3210,2060,3408 headline:1433,3818,2059,4017 headline:1438,2491,2056,2699 headline:2064,1647,2690,1837 headline:3321,1015,3943,1212 headline:2684,288,3324,751 headline:785,282,2059,698 headline:3948,290,4577,745 headline:140,273,800,1063 advertisement:2043,2161,4599,6472 advertisement:1447,4723,2036,6478 headline:4619,2844,5159,2941 headline:3318,1603,3945,1744 advertisement:4588,282,5223,1637 headline:2071,1656,2699,1846 headline:161,5756,803,5947 headline:150,4200,790,4394 headline:3948,1687,4571,1890 advertisement:1997,2059,4701,6595 headline:1439,3815,2068,4011 headline:166,5053,793,5254 headline:3322,1010,3945,1207 headline:1437,3207,2071,3409 photograph:2062,273,2697,1669 headline:1433,2495,2062,2698 headline:2699,284,3320,746 headline:805,279,2062,690 headline:149,272,798,1047 headline:3953,288,4567,746 advertisement:1451,4715,2049,6473
17 headline:3945,3239,4830,3901 headline:3060,2767,3930,3062 headline:3047,3517,3940,4181 headline:3924,5114,4811,5573 headline:2160,7337,3044,7989 headline:3052,4948,3929,5627 headline:3961,562,4832,1220 headline:2193,564,3943,1270 headline:3915,6532,4804,7270 photograph:4816,3216,6563,5752 photograph:4770,5835,6608,8765 advertisement:414,4519,2178,8742 advertisement:4814,588,6574,2608 advertisement:381,557,2201,4140 headline:3061,2787,3944,3044 headline:3921,5118,4793,5584 headline:3957,571,4842,1242 headline:2198,563,3954,1259 headline:3919,6536,4803,7257 headline:2173,7338,3051,7972 headline:3062,4954,3927,5626 headline:3054,3519,3955,4187 photograph:4794,5804,6563,8777 photograph:4829,3161,6557,5787 advertisement:4830,582,6573,2620 headline:3935,3237,4830,3910 advertisement:402,560,2183,4109 advertisement:431,4480,2152,8689
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19 headline:2308,2493,3658,2648 headline:4378,5399,5065,5579 headline:4374,474,5050,655 headline:900,3353,1598,3527 headline:2985,5346,3681,5521 headline:1602,5253,2294,5432 headline:4384,3787,5072,3959 headline:208,3076,902,3250 headline:5074,3162,5736,3343 headline:3688,3372,4378,3547 headline:3684,5247,4371,5420 headline:1591,2681,2288,2865 headline:5062,5665,5747,5846 headline:899,461,1597,1368 headline:1593,465,2304,1369 headline:5057,468,5744,1394 headline:200,446,898,1377 headline:3682,470,4364,1388 photograph:2292,464,3672,2517 headline:2328,2505,3633,2647 headline:4388,5401,5072,5575 headline:4363,475,5059,646 headline:4387,3784,5073,3963 headline:3678,3370,4388,3545 headline:2987,5347,3679,5525 headline:899,3353,1607,3529 headline:1604,5253,2298,5429 headline:208,3079,897,3253 headline:1598,2680,2288,2858 headline:3686,5243,4380,5419 headline:5076,3163,5742,3338 headline:5076,5668,5747,5843 headline:5062,454,5751,1394 headline:907,457,1607,1367 headline:200,456,906,1367 headline:1599,460,2293,1352 headline:3677,467,4372,1388 photograph:2285,472,3683,2490
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212 headline:271,8498,1121,8635 photograph:3864,6233,6445,8303 headline:1134,4226,2044,4738 headline:235,2507,1141,3252 headline:1152,269,2067,937 advertisement:2053,430,6412,5883 photograph:251,255,1159,2505 headline:300,280,1144,476 headline:245,4809,1125,5037 advertisement:2139,354,6418,5827 headline:1131,4241,2045,4738 photograph:3854,6275,6463,8083 headline:233,2511,1132,3241 headline:1150,273,2076,929 photograph:260,262,1175,2611
213 headline:4083,7561,4958,7714 headline:3196,994,4071,1162 headline:519,583,1363,1407 advertisement:4087,592,4969,3158 advertisement:4982,6994,5889,7394 advertisement:4074,4262,4985,5144 advertisement:4076,6193,4978,6543 advertisement:4088,5191,4979,5532 advertisement:4972,2647,5901,3069 illustration:3194,4208,4070,5101 advertisement:4965,3092,5903,3541 advertisement:4070,3369,4981,3811 advertisement:4970,6558,5889,7000 advertisement:4067,2947,4977,3339 advertisement:4979,4358,5888,4701 headline:3189,3520,4075,3799 advertisement:4068,3821,4984,4269 advertisement:4973,4708,5882,5175 advertisement:4986,550,5894,2640 advertisement:4967,5173,5894,5736 advertisement:4980,5733,5899,6546 advertisement:4976,3550,5900,4342 advertisement:4962,7206,5894,8316 advertisement:4093,6203,4981,6556 photograph:4083,5110,4986,6234 advertisement:4979,3048,5897,3538 advertisement:4962,6863,5882,7786 advertisement:4101,4141,4982,5141 headline:3185,3528,4082,3801 advertisement:4088,956,4981,3035 advertisement:4977,2635,5905,3096 advertisement:4088,3816,4997,4269 advertisement:4085,5197,4965,6183 advertisement:4081,2942,4975,3826 advertisement:4957,7000,5907,7393 headline:490,572,1369,1455 advertisement:4985,6549,5892,7004 advertisement:4983,4345,5890,4717 advertisement:4979,4703,5885,5183 advertisement:4075,550,4972,1073 advertisement:4978,5172,5881,5732 photograph:3182,4226,4084,5442 advertisement:4981,3551,5901,4344 advertisement:4983,5732,5895,6546
214 advertisement:2572,3035,3309,3297 advertisement:2576,3653,3314,4342 advertisement:2571,3043,3320,3590 headline:341,4048,1089,4512 advertisement:3328,3585,4035,4444 advertisement:3326,2960,4039,3580 headline:1086,5027,1821,5159 headline:2575,3672,3298,4344 headline:1820,4134,2558,4429 headline:2584,5249,3338,6118 advertisement:2575,3135,3316,3511 advertisement:2579,2980,3308,3345 illustration:386,484,2570,2547 advertisement:3315,2906,4068,3099 advertisement:3329,3569,4052,4347 advertisement:2572,3282,3321,3652 headline:3310,4585,4980,5310 headline:362,4021,1094,4546 advertisement:3316,3095,4044,3571
215 photograph:171,381,4946,2150 illustration:2612,3407,4917,6627 map:185,3443,2580,6537 photograph:328,514,4819,3499 map:177,3597,2606,6440 illustration:2567,3373,4964,6514

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test-A/out.tsv
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