Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams
Paper • 2109.03794 • Published • 1
Datasets:
Search is not available for this dataset
image imagewidth (px) 7.17k 7.17k | symbols dict |
|---|---|
{
"bbox": [
[
2271,
3618,
2304,
3680
],
[
612,
628,
674,
661
],
[
4972,
482,
5005,
544
],
[
4551,
482,
4584,
544
],
[
3794,
482,
3827,
544
],
[
760,... | |
{
"bbox": [
[
3748,
3456,
3810,
3489
],
[
990,
1622,
1023,
1684
],
[
4545,
4188,
4578,
4250
],
[
688,
2477,
720,
2539
],
[
2037,
4098,
2099,
4131
],
[
... | |
{
"bbox": [
[
3277,
1364,
3299,
1406
],
[
1881,
4181,
1923,
4203
],
[
5355,
2265,
5396,
2287
],
[
723,
833,
765,
855
],
[
530,
1978,
572,
2000
],
[
... | |
{
"bbox": [
[
1582,
2477,
1615,
2539
],
[
686,
482,
719,
544
],
[
699,
767,
732,
829
],
[
5173,
1303,
5235,
1335
],
[
836,
4188,
869,
4250
],
[
2037... | |
{
"bbox": [
[
3969,
4188,
4001,
4250
],
[
2409,
3903,
2442,
3965
],
[
1558,
4188,
1590,
4250
],
[
3247,
767,
3280,
829
],
[
1752,
1682,
1814,
1715
],
[
... | |
{
"bbox": [
[
5173,
1433,
5235,
1466
],
[
2739,
3903,
2771,
3965
],
[
2231,
3618,
2263,
3680
],
[
612,
3832,
674,
3865
],
[
759,
1052,
792,
1114
],
[
... | |
{
"bbox": [
[
4004,
3938,
4046,
3960
],
[
4907,
3873,
4929,
3915
],
[
672,
1943,
694,
1985
],
[
4197,
4049,
4239,
4071
],
[
3618,
1145,
3660,
1167
],
[
... | |
{
"bbox": [
[
3935,
4188,
3968,
4250
],
[
4888,
2909,
4950,
2942
],
[
4603,
3509,
4665,
3542
],
[
3581,
482,
3614,
544
],
[
5074,
482,
5107,
544
],
[
... | |
{
"bbox": [
[
848,
3903,
881,
3965
],
[
612,
606,
674,
639
],
[
2608,
3714,
2670,
3746
],
[
4603,
1867,
4665,
1900
],
[
2468,
482,
2501,
544
],
[
20... | |
{
"bbox": [
[
710,
3462,
739,
3516
],
[
5077,
2709,
5105,
2763
],
[
1046,
1956,
1075,
2011
],
[
3843,
4181,
3897,
4209
],
[
2589,
3349,
2643,
3378
],
[
... | |
{
"bbox": [
[
3530,
702,
3558,
756
],
[
3090,
4128,
3145,
4156
],
[
2169,
953,
2198,
1007
],
[
1083,
4018,
1138,
4047
],
[
832,
2895,
887,
2924
],
[
... | |
{
"bbox": [
[
4603,
3423,
4665,
3456
],
[
2754,
3618,
2787,
3680
],
[
3804,
1052,
3837,
1114
],
[
3748,
2315,
3810,
2348
],
[
3178,
672,
3240,
704
],
[
... | |
{
"bbox": [
[
1495,
4232,
1537,
4254
],
[
4583,
2774,
4625,
2796
],
[
916,
1138,
958,
1160
],
[
1881,
741,
1923,
763
],
[
2267,
3550,
2309,
3572
],
[
... | |
{
"bbox": [
[
4969,
3408,
5010,
3430
],
[
1728,
4066,
1750,
4108
],
[
3811,
3048,
3853,
3070
],
[
530,
4005,
572,
4027
],
[
4004,
2432,
4046,
2454
],
[
... | |
{
"bbox": [
[
2087,
3772,
2141,
3801
],
[
5097,
521,
5152,
550
],
[
4578,
953,
4606,
1007
],
[
3090,
3861,
3145,
3890
],
[
3090,
1336,
3145,
1364
],
[
... | |
{
"bbox": [
[
612,
1212,
674,
1244
],
[
5173,
3689,
5235,
3721
],
[
3034,
1028,
3134,
1115
],
[
2739,
1339,
2844,
1402
],
[
2709,
449,
2837,
576
],
[
... | |
{
"bbox": [
[
2222,
785,
2244,
827
],
[
5162,
4108,
5203,
4130
],
[
821,
4066,
843,
4108
],
[
5355,
1265,
5396,
1287
],
[
3425,
4097,
3467,
4119
],
[
... | |
{
"bbox": [
[
3463,
3733,
3525,
3765
],
[
2163,
4188,
2196,
4250
],
[
3573,
1622,
3605,
1684
],
[
748,
1337,
781,
1399
],
[
612,
3879,
674,
3912
],
[
... | |
{
"bbox": [
[
1430,
4259,
1452,
4301
],
[
881,
592,
903,
634
],
[
4583,
4125,
4625,
4147
],
[
4969,
3147,
5010,
3169
],
[
3232,
4162,
3274,
4185
],
[
... | |
{
"bbox": [
[
2585,
1622,
2617,
1684
],
[
2037,
549,
2099,
581
],
[
831,
482,
864,
544
],
[
612,
935,
674,
967
],
[
4390,
4188,
4422,
4250
],
[
3513... | |
{
"bbox": [
[
2087,
4049,
2141,
4077
],
[
2419,
3713,
2447,
3767
],
[
1836,
2384,
1890,
2413
],
[
1836,
1004,
1890,
1033
],
[
2839,
3666,
2894,
3695
],
[
... | |
{
"bbox": [
[
759,
2477,
792,
2539
],
[
4488,
4188,
4520,
4250
],
[
4181,
1052,
4213,
1114
],
[
715,
767,
747,
829
],
[
1000,
483,
1106,
546
],
[
12... | |
{
"bbox": [
[
4243,
1337,
4276,
1399
],
[
4554,
1907,
4587,
1969
],
[
1752,
3603,
1814,
3636
],
[
5087,
482,
5120,
544
],
[
1182,
1995,
1244,
2028
],
[
... | |
{
"bbox": [
[
5173,
2870,
5235,
2903
],
[
4603,
4130,
4665,
4163
],
[
865,
767,
898,
829
],
[
4264,
4188,
4296,
4250
],
[
3410,
767,
3443,
829
],
[
... | |
{
"bbox": [
[
1610,
592,
1632,
634
],
[
5162,
645,
5203,
667
],
[
5306,
1557,
5328,
1599
],
[
5294,
4066,
5317,
4108
],
[
1569,
2908,
1591,
2950
],
[
... | |
{
"bbox": [
[
3204,
702,
3233,
756
],
[
5057,
702,
5085,
756
],
[
3090,
1096,
3145,
1125
],
[
2839,
2875,
2894,
2903
],
[
5348,
769,
5403,
798
],
[
... | |
{
"bbox": [
[
711,
767,
744,
829
],
[
4131,
3903,
4163,
3965
],
[
4773,
1337,
4805,
1399
],
[
612,
1198,
674,
1230
],
[
2590,
3903,
2622,
3965
],
[
... | |
{
"bbox": [
[
5017,
1337,
5050,
1399
],
[
2734,
1052,
2767,
1114
],
[
973,
3618,
1005,
3680
],
[
1182,
1781,
1244,
1813
],
[
4318,
813,
4380,
846
],
[
... | |
{
"bbox": [
[
3547,
451,
3576,
506
],
[
1198,
2458,
1227,
2513
],
[
4596,
3303,
4650,
3331
],
[
5348,
1441,
5403,
1470
],
[
4764,
2960,
4793,
3014
],
[
... | |
{
"bbox": [
[
4179,
451,
4208,
506
],
[
832,
2034,
887,
2062
],
[
582,
491,
636,
520
],
[
4832,
3713,
4861,
3767
],
[
5348,
4028,
5403,
4057
],
[
30... | |
{
"bbox": [
[
3748,
710,
3810,
742
],
[
4772,
1052,
4805,
1114
],
[
612,
1319,
674,
1352
],
[
2323,
2648,
2384,
2680
],
[
2323,
4126,
2384,
4159
],
[
... | |
{
"bbox": [
[
2492,
399,
2514,
441
],
[
4451,
2522,
4473,
2564
],
[
4004,
1848,
4046,
1870
],
[
3811,
4196,
3853,
4218
],
[
1880,
2361,
1922,
2383
],
[
... | |
{
"bbox": [
[
2826,
1557,
2849,
1599
],
[
4724,
1364,
4746,
1406
],
[
3074,
592,
3096,
634
],
[
5314,
2522,
5336,
2564
],
[
530,
4221,
572,
4243
],
[
... | |
{
"bbox": [
[
3463,
3497,
3525,
3530
],
[
5173,
680,
5235,
712
],
[
1182,
4057,
1244,
4089
],
[
612,
3258,
674,
3290
],
[
3462,
2863,
3525,
2924
],
[
... | |
{
"bbox": [
[
3315,
3873,
3337,
3915
],
[
4156,
1364,
4178,
1406
],
[
2267,
3152,
2309,
3174
],
[
3314,
592,
3336,
634
],
[
4776,
3964,
4817,
3986
],
[
... | |
{
"bbox": [
[
1934,
1750,
1956,
1792
],
[
1881,
3719,
1923,
3741
],
[
2074,
2075,
2116,
2097
],
[
4115,
4259,
4137,
4301
],
[
816,
592,
838,
634
],
[
... | |
{
"bbox": [
[
3178,
1241,
3240,
1273
],
[
2893,
3962,
2955,
3995
],
[
3178,
2604,
3240,
2636
],
[
3463,
2729,
3525,
2762
],
[
4687,
2762,
4720,
2824
],
[
... | |
{
"bbox": [
[
1061,
1622,
1093,
1684
],
[
2193,
482,
2226,
544
],
[
612,
587,
674,
619
],
[
847,
2477,
880,
2539
],
[
5173,
3177,
5235,
3210
],
[
31... | |
{
"bbox": [
[
1128,
1052,
1160,
1114
],
[
673,
3903,
706,
3965
],
[
1051,
767,
1084,
829
],
[
4888,
812,
4950,
844
],
[
4015,
482,
4048,
544
],
[
46... | |
{
"bbox": [
[
4033,
2841,
4095,
2873
],
[
4418,
1052,
4451,
1114
],
[
4888,
1159,
4950,
1192
],
[
778,
1052,
811,
1114
],
[
3748,
3018,
3810,
3051
],
[
... | |
{
"bbox": [
[
3325,
1052,
3358,
1114
],
[
4241,
482,
4273,
544
],
[
1075,
1052,
1107,
1114
],
[
2870,
3618,
2903,
3680
],
[
4603,
692,
4665,
724
],
[
... | |
{
"bbox": [
[
4033,
3199,
4095,
3232
],
[
2037,
4173,
2099,
4206
],
[
2500,
3048,
2533,
3109
],
[
2840,
1052,
2872,
1114
],
[
5061,
1907,
5094,
1969
],
[
... | |
{
"bbox": [
[
5173,
3256,
5235,
3289
],
[
2323,
3105,
2384,
3138
],
[
2323,
2117,
2384,
2150
],
[
612,
4060,
674,
4093
],
[
2037,
3414,
2099,
3447
],
[
... | |
{
"bbox": [
[
4244,
1337,
4277,
1399
],
[
4747,
1622,
4780,
1684
],
[
834,
3903,
867,
3965
],
[
2560,
482,
2593,
544
],
[
3463,
4080,
3525,
4112
],
[
... | |
{
"bbox": [
[
3710,
3903,
3742,
3965
],
[
4033,
3977,
4095,
4010
],
[
702,
3903,
734,
3965
],
[
3748,
4086,
3810,
4119
],
[
3548,
767,
3581,
829
],
[
... | |
{
"bbox": [
[
4531,
4188,
4563,
4250
],
[
2893,
4136,
2955,
4168
],
[
2767,
2477,
2800,
2539
],
[
2411,
767,
2444,
829
],
[
4862,
1336,
4895,
1398
],
[
... | |
{
"bbox": [
[
916,
3534,
958,
3556
],
[
3603,
3487,
3625,
3529
],
[
2010,
4066,
2032,
4108
],
[
5355,
4110,
5396,
4132
],
[
1635,
785,
1657,
827
],
[
... | |
{
"bbox": [
[
4790,
2762,
4822,
2824
],
[
1467,
4167,
1529,
4199
],
[
5173,
537,
5235,
570
],
[
3748,
3799,
3810,
3832
],
[
2037,
2610,
2099,
2643
],
[
... | |
{
"bbox": [
[
4888,
1473,
4950,
1506
],
[
672,
3903,
704,
3965
],
[
2299,
767,
2332,
829
],
[
2608,
2433,
2670,
2466
],
[
612,
1230,
674,
1263
],
[
... | |
{
"bbox": [
[
4318,
933,
4380,
966
],
[
2037,
644,
2099,
676
],
[
2831,
482,
2863,
544
],
[
3711,
3903,
3743,
3965
],
[
5173,
4067,
5235,
4100
],
[
... | |
{
"bbox": [
[
1182,
613,
1244,
645
],
[
4603,
3099,
4665,
3131
],
[
897,
622,
959,
654
],
[
897,
1797,
959,
1830
],
[
4833,
1337,
4866,
1399
],
[
85... | |
{
"bbox": [
[
843,
482,
876,
544
],
[
2037,
3859,
2099,
3891
],
[
735,
3903,
768,
3965
],
[
612,
3575,
674,
3607
],
[
4319,
1458,
4379,
1542
],
[
41... | |
{
"bbox": [
[
612,
4167,
674,
4199
],
[
1230,
482,
1263,
544
],
[
3323,
482,
3355,
544
],
[
2608,
610,
2670,
642
],
[
1411,
1622,
1444,
1684
],
[
47... | |
{
"bbox": [
[
4796,
1337,
4828,
1399
],
[
1323,
4188,
1356,
4250
],
[
1909,
3618,
1941,
3680
],
[
767,
482,
799,
544
],
[
3463,
3966,
3525,
3998
],
[
... | |
{
"bbox": [
[
3178,
612,
3240,
645
],
[
2155,
767,
2187,
829
],
[
5059,
482,
5091,
544
],
[
612,
3723,
674,
3755
],
[
1737,
482,
1770,
544
],
[
2421... | |
{
"bbox": [
[
743,
482,
776,
544
],
[
4800,
4188,
4833,
4250
],
[
3463,
3119,
3525,
3152
],
[
612,
3989,
674,
4022
],
[
5173,
4049,
5235,
4081
],
[
... | |
{
"bbox": [
[
3748,
3486,
3810,
3518
],
[
2731,
3333,
2764,
3395
],
[
4318,
708,
4380,
741
],
[
3381,
1622,
3414,
1684
],
[
661,
1336,
693,
1398
],
[
... | |
{
"bbox": [
[
952,
1337,
984,
1399
],
[
3913,
4188,
3946,
4250
],
[
1752,
726,
1814,
759
],
[
5076,
1052,
5108,
1114
],
[
1175,
2648,
1251,
2724
],
[
... | |
{
"bbox": [
[
2037,
3755,
2099,
3788
],
[
1420,
1622,
1453,
1684
],
[
1312,
1052,
1344,
1114
],
[
4318,
3745,
4380,
3777
],
[
4033,
3789,
4095,
3821
],
[
... | |
{
"bbox": [
[
1182,
945,
1244,
978
],
[
4285,
1337,
4317,
1399
],
[
4888,
1177,
4950,
1210
],
[
4440,
4188,
4473,
4250
],
[
4603,
3170,
4665,
3202
],
[
... | |
{
"bbox": [
[
3061,
3903,
3094,
3965
],
[
1276,
4188,
1308,
4250
],
[
998,
3618,
1031,
3680
],
[
1269,
1337,
1301,
1399
],
[
4980,
482,
5012,
544
],
[
... | |
{
"bbox": [
[
2714,
3487,
2736,
3529
],
[
4309,
2908,
4331,
2950
],
[
3811,
3173,
3853,
3195
],
[
5215,
4066,
5237,
4108
],
[
5355,
3863,
5396,
3885
],
[
... | |
{
"bbox": [
[
1166,
1337,
1199,
1399
],
[
5009,
4188,
5042,
4250
],
[
3463,
4059,
3525,
4092
],
[
2534,
3333,
2567,
3395
],
[
956,
3618,
988,
3680
],
[
... |
End of preview. Expand in Data Studio
Digitize-PID (Symbols only)
Note: I am not the author of this dataset
An annotated synthetic dataset, Dataset-P&ID, of 500 P&IDs with incorporates different types of noise and complex symbols. This dataset contains only the symbols, i.e., under the object detection task.
Paliwal, S., Jain, A., Sharma, M., & Vig, L. (2021). Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams. ArXiv, abs/2109.03794.
- Original data repository: https://drive.google.com/drive/u/1/folders/1gMm_YKBZtXB3qUKUpI-LF1HE_MgzwfeR
- Paper: https://arxiv.org/abs/2109.03794
Dataset Structure
The dataset is split into train and val splits, with 4:1 ratio.
Bounding boxes are in [x_min, y_min, x_max, y_max] format, and labels correspond to
symbols as defined in the paper.
- Downloads last month
- 49