Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams
Paper • 2109.03794 • Published • 1
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image imagewidth (px) 7.17k 7.17k | symbols dict |
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1622,
1453,
1684
],
[
1312,
1052,
1344,
1114
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[
4318,
3745,
4380,
3777
],
[
4033,
3789,
4095,
3821
],
[
... | |
{
"bbox": [
[
1182,
945,
1244,
978
],
[
4285,
1337,
4317,
1399
],
[
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1177,
4950,
1210
],
[
4440,
4188,
4473,
4250
],
[
4603,
3170,
4665,
3202
],
[
... | |
{
"bbox": [
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3061,
3903,
3094,
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[
1276,
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[
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3680
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[
1269,
1337,
1301,
1399
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[
4980,
482,
5012,
544
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[
... | |
{
"bbox": [
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2714,
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[
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2908,
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[
3811,
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3853,
3195
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[
5215,
4066,
5237,
4108
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[
5355,
3863,
5396,
3885
],
[
... | |
{
"bbox": [
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1166,
1337,
1199,
1399
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[
5009,
4188,
5042,
4250
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[
3463,
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3525,
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[
956,
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988,
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[
... |
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.
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