README.md

---
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: 1171798.0
    num_examples: 34
  - name: test
    num_bytes: 7564083.0
    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

```python
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

```bibtex
@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](https://universe.roboflow.com/mevaco/pompax_class) by Mevaco.