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--- |
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license: apache-2.0 |
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task_categories: |
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- image-segmentation |
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tags: |
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- object-detection |
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- u-tube-manometer |
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- gauge-reader |
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- water-column |
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language: |
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- pt |
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- en |
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pretty_name: U-Tube Manometer Detection Dataset 2025-2026 |
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size_categories: |
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- 1K<n<10K |
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--- |
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<img src="https://github.com/ClaytonSdS/VisionGauge/blob/main/steps/utm_dataset_detection_logo.png?raw=true" width="900"/> |
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# **Dataset Description** |
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This dataset was created to support Article X and is available on [Roboflow](https://universe.roboflow.com/visiongauge/utm_dataset-ooorv) and [Hugging Face](https://huggingface.co/datasets/claytonsds/UTM_Dataset). |
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It consists of images of **U-tube manometers** constructed using a **transparent PVC water level hose (5/16" × 1 mm)** and **flexible measuring tapes of different colors**, each with a length of **150 cm (60 inches)**. The manometric fluids represented in the dataset include **water, oil, and dyed water**, and the dataset is intended for computer vision **object detection tasks**, specifically targeting the **detection of liquid column levels**. |
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The dataset includes **8889 images**, and all annotations were performed using the RoboFlow Annotate Tool. |
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# **Dataset Split** |
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* **Training set:** 6253 images (70%) |
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* **Validation set:** 1758 images (20%) |
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* **Test set:** 878 images (10%) |
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# Data Structure |
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The dataset follows a standard split structure: |
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``` |
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dataset/ |
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├── train/ |
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│ ├── images/ |
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│ │ ├── image5214.jpg |
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│ │ └── ... |
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│ └── labels/ |
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│ ├── image5214.txt |
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│ └── ... |
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├── valid/ |
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│ ├── images/ |
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│ │ ├── image3710.jpg |
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│ │ └── ... |
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│ └── labels/ |
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│ ├── image3710.txt |
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│ └── ... |
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└── test/ |
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│ ├── images/ |
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│ │ ├── image18313.jpg |
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│ │ └── ... |
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│ └── labels/ |
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│ ├── image18313.txt |
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│ └── ... |
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└── data.yaml |
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``` |
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* The dataset includes TXT annotations and a YAML configuration file compatible with YOLOv8. |
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--- |
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# License |
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This dataset is released under the **Apache License 2.0**. |
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--- |
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# **Citation** |
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```bibtex |
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@misc{utm_detection_dataset, |
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author = {Santos, Clayton Silva}, |
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title = {{UTM} {Detection Dataset}}, |
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year = {2026}, |
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month = {feb}, |
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publisher = {Roboflow}, |
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version = {12}, |
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doi = {10.57967/hf/7783}, |
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url = {http://universe.roboflow.com/visiongauge/utm_dataset_detection/dataset/12} |
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} |
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``` |
