Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams
Paper • 2109.03794 • Published • 1
Datasets:
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Digitize-PID (Symbols only), YOLO format
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 YOLO format [x_center, y_center, width, height], and labels are
0-indexed corresponding to symbols defined in the paper, i.e., 0 is 1.
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