metadata

language:
  - en
  - pl
license: cc-by-4.0
size_categories:
  - 1K<n<10K
task_categories:
  - image-classification
pretty_name: Pompax Equipment Classification
tags:
  - industrial
  - manufacturing
  - nameplate
  - classification
  - computer-vision
  - Polish
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: valid
        path: data/valid-*
      - split: test
        path: data/test-*
dataset_info:
  features:
    - name: image_id
      dtype: int32
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': Unlabeled
            '1': inne
            '2': tabliczka-znamionowa
  splits:
    - name: train
      num_bytes: 71193519.874
      num_examples: 2502
    - name: valid
      num_bytes: 1171798
      num_examples: 34
    - name: test
      num_bytes: 7564083
      num_examples: 236
  download_size: 78873452
  dataset_size: 79929400.874

Pompax Equipment Classification Dataset

Dataset Description

This dataset contains 2,772 images for industrial equipment nameplate classification. The task is to classify whether an image contains an industrial nameplate ("tabliczka-znamionowa" in Polish) or not.

Dataset Summary

Total Images: 2,772
Task: Binary classification (nameplate vs non-nameplate)
Classes: 3 categories
- tabliczka-znamionowa (nameplate): 2,525 images (91.1%)
- inne (other/non-nameplate): 240 images (8.7%)
- Unlabeled: 7 images (0.3%)

Data Splits

Split	Examples
Train	2,502
Valid	34
Test	236

Use Cases

Industrial equipment identification
Nameplate detection in manufacturing environments
Computer vision research for industrial applications
Quality control automation

Dataset Structure

from datasets import load_dataset

dataset = load_dataset("kahua-ml/pompax-classification")

# Example usage
example = dataset["train"][0]
print(f"Image: {example['image']}")
print(f"Label: {example['label']}")

Citation

@misc{
    pompax_class_dataset,
    title = { Pompax_class Dataset },
    type = { Open Source Dataset },
    author = { Mevaco },
    howpublished = { \url{ https://universe.roboflow.com/mevaco/pompax_class } },
    url = { https://universe.roboflow.com/mevaco/pompax_class },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2024 },
    month = { sep },
    note = { visited on 2025-01-25 },
}

License

This dataset is released under the CC BY 4.0 license.

Original Source

Originally published on Roboflow Universe by Mevaco.