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README.md

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+---
+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
+---
+
+# 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.