Datasets:

hamzas
/

digitize-pid-symbols

Tasks:

Object Detection

Modalities:

Image

Formats:

imagefolder

Size:

< 1K

ArXiv:

Tags:

image

Libraries:

Datasets

Dataset card Data Studio Files Files and versions

xet

Community

digitize-pid-symbols / README.md

hamzas

Upload folder using huggingface_hub

49d4381 verified 3 months ago

preview code

raw

history blame contribute delete

909 Bytes

metadata

paper: arxiv:2109.03794
size_categories:
  - n<1K
task_categories:
  - object-detection
tags:
  - image

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.